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2024
[j33]
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  - journals/ijcv/RahmonPTBRS24
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Gani Rahmon, Kannappan Palaniappan, Imad Eddine Toubal, Filiz Bunyak, Raghuveer Rao, Guna Seetharaman:
DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation. Int. J. Comput. Vis. 132(3): 776-804 (2024)
[c172]
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  - conf/ichms/AlarconRKNASBMPC24
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Mauro Lemus Alarcon, Upasana Roy, Anirudh Kambhampati, Nguyen P. Nguyen, Minasadat Attari, Ramakrishna Surya, Filiz Bunyak, Matthew R. Maschmann, Kannappan Palaniappan, Prasad Calyam:
Learning-based Image Analytics in User-AI Agent Interactions for Cyber-enabled Manufacturing. ICHMS 2024: 1-7
2023
[j32]
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  - journals/tdsc/MorrisNPFL23
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Joshua Morris, Sara Newman, Kannappan Palaniappan, Jianping Fan, Dan Lin:
"Do You Know You Are Tracked by Photos That You Didn't Take": Large-Scale Location-Aware Multi-Party Image Privacy Protection. IEEE Trans. Dependable Secur. Comput. 20(1): 301-312 (2023)
[c171]
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Dhruv Agarwal, Taci Kucukpinar, Joshua Fraser, Jeffrey Kerley, Andrew R. Buck, Derek T. Anderson, Kannappan Palaniappan:
Simulating City-Scale Aerial Data Collection Using Unreal Engine. AIPR 2023: 1-9
[c170]
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  - conf/aipr/AttariNPB23
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Minasadat Attari, Nguyen P. Nguyen, Kannappan Palaniappan, Filiz Bunyak:
Multi-Loss Topology-Aware Deep Learning Network for Segmentation of Vessels in Microscopy Images. AIPR 2023: 1-7
[c169]
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  - conf/aipr/CalyamKRCWBNMDCHPNNGSOYABRKBBT23
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Prasad Calyam, Mayank Kejriwal, Praveen Rao, Jianlin Cheng, Weichao Wang, Linquan Bai, V. Sriram Siddhardh Nadendla, Sanjay Madria, Sajal K. Das, Rohit Chadha, Khaza Anuarul Hoque, Kannappan Palaniappan, Kiran Neupane, Roshan Lal Neupane, Sankeerth Gandhari, Mukesh Singhal, Lotfi Ben Othmane, Meng Yu, Vijay Anand, Bharat K. Bhargava, Brett Robertson, Kerk F. Kee, Patrice Buzzanell, Natalie A. Bolton, Harsh Taneja:
Towards a Domain-Agnostic Knowledge Graph-as-a-Service Infrastructure for Active Cyber Defense with Intelligent Agents. AIPR 2023: 1-8
[c168]
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  - conf/aipr/ChandrakanthSCP23
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V. Chandrakanth, Shivpal Singh, Sumohana S. Channappayya, Kannappan Palaniappan:
Priority Scheduling Using Recurrent Quadrant Search for Handling Priority and 'Pop-Up' Targets in Aerial Videos. AIPR 2023: 1-11
[c167]
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  - conf/aipr/ChapellSKFCSCP23
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Dylan Callaghan Chapell, Edward Ruien Shang, Taci Kucukpinar, Joshua Fraser, Jaired Collins, Vasit Sagan, Prasad Calyam, Kannappan Palaniappan:
NeRF-based 3D Reconstruction and Orthographic Novel View Synthesis Experiments Using City-Scale Aerial Images. AIPR 2023: 1-7
[c166]
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  - conf/aipr/NeupaneHLCPDC23
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Kiran Neupane, Ananya Hans, Ahhyun Lee, Robby Criswell, Kannappan Palaniappan, Ye Duan, Prasad Calyam:
Experiences with a Virtual Reality System for Immersive Decision Making and Learning. AIPR 2023: 1-11
[c165]
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  - conf/aipr/RahmonTCP23
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Gani Rahmon, Imad Eddine Toubal, D. D. W. Cornelison, Kannappan Palaniappan:
Marker and Motion Guided Deep Networks for Cell Segmentation and Detection Using Weakly Supervised Microscopy Data. AIPR 2023: 1-12
[c164]
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Kaveh Safavigerdini, Ramakrishna Surya, Andrew Reinhard, Zach Quinlan, Filiz Bunyak, Matthew R. Maschmann, Kannappan Palaniappan:
Creating semi-Quanta multi-layer synthetic CNT images using CycleGAN. AIPR 2023: 1-6
[c163]
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  - conf/aipr/SwartzLCP23
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Landon G. Swartz, Suxing Liu, David Mendoza Cozatl, Kannappan Palaniappan:
Segmentation of Arabidopsis thaliana Using Segment-Anything. AIPR 2023: 1-5
[c162]
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  - conf/aipr/SoltanikazemiDHTAP23
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Elham Soltanikazemi, Ashwin Dhakal, Bijaya Kumar Hatuwal, Imad Eddine Toubal, Armstrong Aboah, Kannappan Palaniappan:
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5. AIPR 2023: i-x
[c161]
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  - conf/cvpr/NguyenSCPMB23
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Nguyen P. Nguyen, Ramakrishna Surya, Prasad Calyam, Kannappan Palaniappan, Matthew R. Maschmann, Filiz Bunyak:
CNT-NeRF: Carbon Nanotube Forest Depth Layer Decomposition in SEM Imagery using Generative Adversarial Networks. CVPR Workshops 2023: 3428-3437
[c160]
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  - conf/iccvw/KristanMDFCZLDZ23
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Matej Kristan, Jirí Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Christoph Mayer, Yushan Zhang, Lei Ke, Jie Zhao, Gustavo Fernández, Noor Al-Shakarji, Dong An, Michael Arens, Stefan Becker, Goutam Bhat, Sebastian Bullinger, Antoni B. Chan, Shijie Chang, Hanyuan Chen, Xin Chen, Yan Chen, Zhenyu Chen, Yangming Cheng, Yutao Cui, Chunyuan Deng, Jiahua Dong, Matteo Dunnhofer, Wei Feng, Jianlong Fu, Jie Gao, Ruize Han, Zeqi Hao, Jun-Yan He, Keji He, Zhenyu He, Xiantao Hu, Kaer Huang, Yuqing Huang, Yi Jiang, Ben Kang, Jin-Peng Lan, Hyungjun Lee, Chenyang Li, Jiahao Li, Ning Li, Wangkai Li, Xiaodi Li, Xin Li, Pengyu Liu, Yue Liu, Huchuan Lu, Bin Luo, Ping Luo, Yinchao Ma, Deshui Miao, Christian Micheloni, Kannappan Palaniappan, Hancheol Park, Matthieu Paul, Houwen Peng, Zekun Qian, Gani Rahmon, Norbert Scherer-Negenborn, Pengcheng Shao, Wooksu Shin, Elham Soltani Kazemi, Tianhui Song, Rainer Stiefelhagen, Rui Sun, Chuanming Tang, Zhangyong Tang, Imad Eddine Toubal, Jack Valmadre, Joost van de Weijer, Luc Van Gool, Jash Vira, Stéphane Vujasinovic, Cheng Wan, Jia Wan, Dong Wang, Fei Wang, Feifan Wang, He Wang, Limin Wang, Song Wang, Yaowei Wang, Zhepeng Wang, Gangshan Wu, Jiannan Wu, Qiangqiang Wu, Xiaojun Wu, Anqi Xiao, Jinxia Xie, Chenlong Xu, Min Xu, Tianyang Xu, Yuanyou Xu, Bin Yan, Dawei Yang, Ming-Hsuan Yang, Tianyu Yang, Yi Yang, Zongxin Yang, Xuanwu Yin, Fisher Yu, Hongyuan Yu, Qianjin Yu, Weichen Yu, Yongsheng Yuan, Zehuan Yuan, Jianlin Zhang, Lu Zhang, Tianzhu Zhang, Guodongfang Zhao, Shaochuan Zhao, Yaozong Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang, ChengAo Zong, Kunlong Zuo:
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. ICCV (Workshops) 2023: 1788-1810
[c159]
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  - conf/icip/SafavigerdiniNSRQBMP23
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Kaveh Safavigerdini, Koundinya Nouduri, Ramakrishna Surya, Andrew Reinhard, Zach Quinlan, Filiz Bunyak, Matthew R. Maschmann, Kannappan Palaniappan:
Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations. ICIP 2023: 3264-3268
[c158]
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  - conf/miccai/ToubalKRKAHP23
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Imad Eddine Toubal, Elham Soltani Kazemi, Gani Rahmon, Taci Kucukpinar, Mohamed Almansour, Mai-Lan Ho, Kannappan Palaniappan:
Fusion of Deep and Local Features Using Random Forests for Neonatal HIE Segmentation. BONBID-HIE@MICCAI 2023: 3-13
[c157]
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  - conf/miccai/KazemiTRKAHP23
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Elham Soltani Kazemi, Imad Eddine Toubal, Gani Rahmon, Taci Kucukpinar, Mohamed Almansour, Mai-Lan Ho, Kannappan Palaniappan:
Enhancing Lesion Segmentation in the BONBID-HIE Challenge: An Ensemble Strategy. BONBID-HIE@MICCAI 2023: 14-22
[c156]
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  - conf/noms/MorelUGEQCP23
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Alicia Esquivel Morel, Ekincan Ufuktepe, Cameron Grant, Samuel Elfrink, Chengyi Qu, Prasad Calyam, Kannappan Palaniappan:
Trust Quantification in a Collaborative Drone System with Intelligence-driven Edge Routing. NOMS 2023: 1-7
[i8]
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  - journals/corr/abs-2307-07912
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Kaveh Safavigerdini, Koundinya Nouduri, Ramakrishna Surya, Andrew Reinhard, Zach Quinlan, Filiz Bunyak, Matthew R. Maschmann, Kannappan Palaniappan:
Predicting mechanical properties of Carbon Nanotube (CNT) images Using Multi-Layer Synthetic Finite Element Model Simulations. CoRR abs/2307.07912 (2023)
2022
[j31]
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  - journals/cbm/WangHPLB22
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Yang Yang Wang, Ali S. Hamad, Kannappan Palaniappan, Teresa E. Lever, Filiz Bunyak:
LARNet-STC: Spatio-temporal orthogonal region selection network for laryngeal closure detection in endoscopy videos. Comput. Biol. Medicine 144: 105339 (2022)
[j30]
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  - journals/tr/UfuktepeTP22
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Ekincan Ufuktepe, Tugkan Tuglular, Kannappan Palaniappan:
Tracking Code Bug Fix Ripple Effects Based on Change Patterns Using Markov Chain Models. IEEE Trans. Reliab. 71(2): 1141-1156 (2022)
[c155]
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  - conf/aipr/KrockCFAP22
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Timothy Krock, Jaired Collins, Joshua Fraser, Hadi Ali Akbarpour, Kannappan Palaniappan:
A Down-to-Earth Approach for Camera to World Map Georeferencing Using SfM. AIPR 2022: 1-7
[c154]
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  - conf/aipr/NouduriJFAP22
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Koundinya Nouduri, Jason James, Joshua Fraser, Hadi Ali Akbarpour, Kannappan Palaniappan:
A comparison of features Synthetic WAMI and GES of the same location. AIPR 2022: 1-8
[c153]
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  - conf/aipr/WatsonUP22
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Anne Watson, Ekincan Ufuktepe, Kannappan Palaniappan:
Detecting Software Code Vulnerabilities Using 2D Convolutional Neural Networks with Program Slicing Feature Maps. AIPR 2022: 1-9
[c152]
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  - conf/bdc/HallKECZADWPC22
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Benjamin Hall, Joseph Kessler, Osayamen Edo-Ohanba, Jaired Collins, Haoxiang Zhang, Nick Allegreti, Ye Duan, Songjie Wang, Kannappan Palaniappan, Prasad Calyam:
Networked and Multimodal 3D Modeling of Cities for Collaborative Virtual Environments. BDCAT 2022: 204-212
[c151]
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  - conf/ccnc/DavisCFZYLBDCP22
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Calvin Davis, Jaired Collins, Joshua Fraser, Haoxiang Zhang, Shizeng Yao, Emily Lattanzio, Bimal Balakrishnan, Ye Duan, Prasad Calyam, Kannappan Palaniappan:
CAVE-VR and Unity Game Engine for Visualizing City Scale 3D Meshes. CCNC 2022: 733-734
[c150]
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  - conf/eScience/AlarconWNPBMPC22
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Mauro Lemus Alarcon, Songjie Wang, Nguyen P. Nguyen, Ashish Pandey, Filiz Bunyak, Matthew R. Maschmann, Kannappan Palaniappan, Prasad Calyam:
Remote Instrumentation Science Environment for Intelligent Image Analytics. e-Science 2022: 84-94
[c149]
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  - conf/eccv/NguyenSMCPB22
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Nguyen P. Nguyen, Ramakrishna Surya, Matthew R. Maschmann, Prasad Calyam, Kannappan Palaniappan, Filiz Bunyak:
Self-supervised Orientation-Guided Deep Network for Segmentation of Carbon Nanotubes in SEM Imagery. ECCV Workshops (8) 2022: 412-428
[c148]
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  - conf/embc/LyuTP22
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Linquan Lyu, Imad Eddine Toubal, Kannappan Palaniappan:
Multi-Expert Deep Networks for Multi-Disease Detection in Retinal Fundus Images. EMBC 2022: 1818-1822
2021
[j29]
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  - journals/fgcs/QuCYVOGWCP21
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Chengyi Qu, Prasad Calyam, Jeromy Yu, Aditya Vandanapu, Osunkoya Opeoluwa, Ke Gao, Songjie Wang, Raymond L. Chastain, Kannappan Palaniappan:
DroneCOCoNet: Learning-based edge computation offloading and control networking for drone video analytics. Future Gener. Comput. Syst. 125: 247-262 (2021)
[j28]
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  - journals/lgrs/GaoASP21
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Ke Gao, Hadi Aliakbarpour, Gunasekara Seetharaman, Kannappan Palaniappan:
DCT-Based Local Descriptor for Robust Matching and Feature Tracking in Wide Area Motion Imagery. IEEE Geosci. Remote. Sens. Lett. 18(8): 1441-1445 (2021)
[j27]
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  - journals/titb/KassimPYPPMAJ21
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Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard James Maude, Sameer K. Antani, Stefan Jäger:
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. IEEE J. Biomed. Health Informatics 25(5): 1735-1746 (2021)
[j26]
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  - journals/tsc/ChemodanovCVTPP21
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Dmitrii Chemodanov, Prasad Calyam, Samaikya Valluripally, Huy Trinh, Jon Patman, Kannappan Palaniappan:
On QoE-Oriented Cloud Service Orchestration for Application Providers. IEEE Trans. Serv. Comput. 14(4): 1194-1208 (2021)
[c147]
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  - conf/aipr/RahmonTP21
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Gani Rahmon, Imad Eddine Toubal, Kannappan Palaniappan:
Extending U-Net Network for Improved Nuclei Instance Segmentation Accuracy in Histopathology Images. AIPR 2021: 1-7
[c146]
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  - conf/aipr/ShuttNSMUP21
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Kenyon Shutt, Wan Fatimah Wan Nawawi, Gillian Schulte, Juan Martinez-Sainz, Ekincan Ufuktepe, Kannappan Palaniappan:
Auto-SDist: An Automatic COVID-19 Social Distancing and Room Management System Architecture for Indoors. AIPR 2021: 1-6
[c145]
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  - conf/aipr/UfuktepeYKYMP021
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Deniz Kavzak Ufuktepe, Feng Yang, Yasmin M. Kassim, Hang Yu, Richard James Maude, Kannappan Palaniappan, Stefan Jaeger:
Deep Learning-Based Cell Detection and Extraction in Thin Blood Smears for Malaria Diagnosis. AIPR 2021: 1-6
[c144]
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  - conf/aipr/WangGBP21
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Yang Yang Wang, Olga V. Glinskii, Filiz Bunyak, Kannappan Palaniappan:
Ensemble of Deep Learning Cascades for Segmentation of Blood Vessels in Confocal Microscopy Images. AIPR 2021: 1-7
[c143]
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  - conf/bigdataconf/DavisCFZYLBDCP21
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Calvin Davis, Jaired Collins, Joshua Fraser, Haoxiang Zhang, Shizeng Yao, Emily Lattanzio, Bimal Balakrishnan, Ye Duan, Prasad Calyam, Kannappan Palaniappan:
3D Modeling of Cities for Virtual Environments. IEEE BigData 2021: 5587-5596
[c142]
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  - conf/caip/ToubalLLP21
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Imad Eddine Toubal, Linquan Lyu, Dan Lin, Kannappan Palaniappan:
Single View Facial Age Estimation Using Deep Learning with Cascaded Random Forests. CAIP (2) 2021: 285-296
[c141]
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Noor Al-Shakarji, Ke Gao, Filiz Bunyak, Hadi Aliakbarpour, Erik Blasch, Priya Narayaran, Guna Seetharaman, Kannappan Palaniappan:
Impact of Georegistration Accuracy on Wide Area Motion Imagery Object Detection and Tracking. FUSION 2021: 1-8
[c140]
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  - conf/iccvw/BaoABP21
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Rina Bao, Noor M. Al-Shakarji, Filiz Bunyak, Kannappan Palaniappan:
DMNet: Dual-Stream Marker Guided Deep Network for Dense Cell Segmentation and Lineage Tracking. ICCVW 2021: 3354-3363
[c139]
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Deniz Kavzak Ufuktepe, Jaired Collins, Ekincan Ufuktepe, Joshua Fraser, Timothy Krock, Kannappan Palaniappan:
Learning-Based Shadow Detection in Aerial Imagery Using Automatic Training Supervision from 3D Point Clouds. ICCVW 2021: 3919-3928
[c138]
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Ekincan Ufuktepe, Tugkan Tuglular, Kannappan Palaniappan:
The Relation between Bug Fix Change Patterns and Change Impact Analysis. QRS 2021: 1089-1099
[i7]
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Joshua Morris, Sara Newman, Kannappan Palaniappan, Jianping Fan, Dan Lin:
"Do You Know You Are Tracked by Photos That You Didn't Take": Location-Aware Multi-Party Image Privacy Protection. CoRR abs/2103.10851 (2021)
2020
[j25]
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Dmitrii Chemodanov, Prasad Calyam, Flavio Esposito, Ronald G. McGarvey, Kannappan Palaniappan, Antonio Pescapè:
A Near Optimal Reliable Orchestration Approach for Geo-Distributed Latency-Sensitive SFCs. IEEE Trans. Netw. Sci. Eng. 7(4): 2730-2745 (2020)
[j24]
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Jon Patman, Dmitrii Chemodanov, Prasad Calyam, Kannappan Palaniappan, Claudio Sterle, Maurizio Boccia:
Predictive Cyber Foraging for Visual Cloud Computing in Large-Scale IoT Systems. IEEE Trans. Netw. Serv. Manag. 17(4): 2380-2395 (2020)
[c137]
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Rumana Aktar, Virginia H. Huxley, Giovanna Guidoboni, Olga V. Glinskii, Kannappan Palaniappan:
Interactive Global Mosaic Stitching from Mesentery Video Sequences. AIPR 2020: 1-5
[c136]
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Noor M. Al-Shakarji, Ekincan Ufuktepe, Filiz Bunyak, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan:
Semi-automatic System for Rapid Annotation of Moving Objects in Surveillance Videos using Deep Detection and Multi-object Tracking Techniques. AIPR 2020: 1-6
[c135]
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John K. Lewis, Imad Eddine Toubal, Helen Chen, Vishal Sandesera, Michael Lomnitz, Zigfried Hampel-Arias, Prasad Calyam, Kannappan Palaniappan:
Deepfake Video Detection Based on Spatial, Spectral, and Temporal Inconsistencies Using Multimodal Deep Learning. AIPR 2020: 1-9
[c134]
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Alicia Esquivel Morel, Deniz Kavzak Ufuktepe, Robert Ignatowicz, Alexander Riddle, Chengyi Qu, Prasad Calyam, Kannappan Palaniappan:
Enhancing Network-edge Connectivity and Computation Security in Drone Video Analytics. AIPR 2020: 1-12
[c133]
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Gani Rahmon, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Evaluation of Different Decision Fusion Mechanisms for Robust Moving Object Detection. AIPR 2020: 1-7
[c132]
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Md Maruf Hossain Shuvo, Nafis Ahmed, Koundinya Nouduri, Kannappan Palaniappan:
A Hybrid Approach for Human Activity Recognition with Support Vector Machine and 1D Convolutional Neural Network. AIPR 2020: 1-5
[c131]
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Shizeng Yao, Yangyang Wang, Hadi Aliakbarpour, Guna Seetharaman, Raghuveer M. Rao, Kannappan Palaniappan:
SMVNet: Deep Learning Architectures for Accurate and Robust Multi-View Stereopsis. AIPR 2020: 1-6
[c130]
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Dewi Endah Kharismawati, Hadi Ali Akbarpour, Rumana Aktar, Filiz Bunyak, Kannappan Palaniappan, Toni Kazic:
CorNet: Unsupervised Deep Homography Estimation for Agricultural Aerial Imagery. ECCV Workshops (6) 2020: 400-417
[c129]
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Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Arne Schumann, Bin Dong, Daniel Stadler, Duo Xu, Filiz Bunyak, Guna Seetharaman, Guizhong Liu, V. Haritha, Hrishikesh P. S, Jie Han, Kannappan Palaniappan, Kaojin Zhu, Lars Wilko Sommer, Libo Zhang, Linu Shine, Min Yao, Noor M. Al-Shakarji, Shengwen Li, Ting Sun, Wang Sai, Wentao Yu, Xi Wu, Xiaopeng Hong, Xing Wei, Xingjie Zhao, Yanyun Zhao, Yihong Gong, Yuehan Yao, Yuhang He, Zhaoze Zhao, Zhen Xie, Zheng Yang, Zhenyu Xu, Zhipeng Luo, Zhizhao Duan:
VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. ECCV Workshops (4) 2020: 713-727
[c128]
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Yasmin M. Kassim, Michael E. Byrne, Cristy Burch, Kevin Mote, Jason Hardin, David R. Larsen, Kannappan Palaniappan:
Small Object Bird Detection in Infrared Drone Videos Using Mask R-CNN Deep Learning. IMAWM 2020: 1-8
[c127]
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Rajeswara Rao Ramisetty, Chengyi Qu, Rumana Aktar, Songjie Wang, Prasad Calyam, Kannappan Palaniappan:
Dynamic Computation Off-loading and Control based on Occlusion Detection in Drone Video Analytics. ICDCN 2020: 28:1-28:10
[c126]
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Rumana Aktar, Virginia H. Huxley, Giovanna Guidoboni, Hadi Aliakbarpour, Filiz Bunyak, Kannappan Palaniappan:
Mosaicing of Dynamic Mesentery Video with Gradient Blending. ICIP 2020: 563-567
[c125]
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Koundinya Nouduri, Filiz Bunyak, Shizeng Yao, Hadi Aliakbarpour, Sanjeev Agarwal, Raghuveer M. Rao, Kannappan Palaniappan:
Deep Learning Based Landmark Matching For Aerial Geolocalization. ICIP 2020: 1911-1915
[c124]
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Deniz Kavzak Ufuktepe, Kannappan Palaniappan, Melissa Elmali, Tobias I. Baskin:
Rtip: A Fully Automated Root Tip Tracker For Measuring Plant Growth With Intermittent Perturbations. ICIP 2020: 2516-2520
[c123]
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Shizeng Yao, Hadi Ali Akbarpour, Guna Seetharaman, Kannappan Palaniappan:
City-Scale Point Cloud Stitching Using 2D/3D Registration for Large Geographical Coverage. ICPR Workshops (8) 2020: 32-45
[c122]
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Md Maruf Hossain Shuvo, Yasmin M. Kassim, Filiz Bunyak, Olga V. Glinskii, Leike Xie, Vladislav V. Glinsky, Virginia H. Huxley, Mahesh M. Thakkar, Kannappan Palaniappan:
Multi-focus Image Fusion for Confocal Microscopy Using U-Net Regression Map. ICPR 2020: 4317-4323
[c121]
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Gani Rahmon, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Motion U-Net: Multi-cue Encoder-Decoder Network for Motion Segmentation. ICPR 2020: 8125-8132
[c120]
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Koundinya Nouduri, Ke Gao, Joshua Fraser, Shizeng Yao, Hadi Aliakbarpour, Filiz Bunyak, Kannappan Palaniappan:
Deep Realistic Novel View Generation for City-Scale Aerial Images. ICPR 2020: 10561-10567

2010 – 2019

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2019
[j23]
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Gozde Yolcu, Ismail Oztel, Serap Kazan, Cemil Öz, Kannappan Palaniappan, Teresa E. Lever, Filiz Bunyak:
Facial expression recognition for monitoring neurological disorders based on convolutional neural network. Multim. Tools Appl. 78(22): 31581-31603 (2019)
[j22]
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Zahraa Al-Milaji, Ilker Ersoy, Adel Hafiane, Kannappan Palaniappan, Filiz Bunyak:
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images. Pattern Recognit. Lett. 119: 214-221 (2019)
[j21]
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V. B. Surya Prasath, Rengarajan Pelapur, Guna Seetharaman, Kannappan Palaniappan:
Multiscale Structure Tensor for Improved Feature Extraction and Image Regularization. IEEE Trans. Image Process. 28(12): 6198-6210 (2019)
[c119]
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Rumana Aktar, Kannappan Palaniappan, Jeffrey Uhlmann:
A Method for Online Interpolation of Packet-Loss Blocks in Streaming Video. AIPR 2019: 1-7
[c118]
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Noor M. Al-Shakarji, Filiz Bunyak, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan:
Performance Evaluation of Semantic Video Compression using Multi-cue Object Detection. AIPR 2019: 1-8
[c117]
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Rina Bao, Kannappan Palaniappan, Yunxin Zhao, Guna Seetharaman, Wenjun Zeng:
GLSNet: Global and Local Streams Network for 3D Point Cloud Classification. AIPR 2019: 1-9
[c116]
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Ke Gao, Shizeng Yao, Hadi Aliakbarpour, Sanjeev Agarwal, Guna Seetharaman, Kannappan Palaniappan:
Sensitivity of Multiview 3D Point Cloud Reconstruction to Compression Quality and Image Feature Detectability. AIPR 2019: 1-6
[c115]
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Taher Hajilounezhad, Zakariya A. Oraibi, Ramakrishna Surya, Filiz Bunyak, Matthew R. Maschmann, Prasad Calyam, Kannappan Palaniappan:
Exploration of Carbon Nanotube Forest Synthesis-Structure Relationships Using Physics-Based Simulation and Machine Learning. AIPR 2019: 1-8
[c114]
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Noor Al-Shakarji, Filiz Bunyak, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan:
Multi-Cue Vehicle Detection for Semantic Video Compression in Georegistered Aerial Videos. CVPR Workshops 2019: 56-65
[c113]
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Longyin Wen, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Ajit Jadhav, Bing Dong, Brejesh Lall, Chang Liu, Chunhui Zhang, Dong Wang, Pengfei Zhu, Feng Ni, Filiz Bunyak, Gaoang Wang, Guizhong Liu, Guna Seetharaman, Guorong Li, Håkan Ardö, Haotian Zhang, Hongyang Yu, Huchuan Lu, Dawei Du, Jenq-Neng Hwang, Jiatong Mu, Jinrong Hu, Kannappan Palaniappan, Long Chen, Lu Ding, Martin Lauer, Mikael G. Nilsson, Noor M. Al-Shakarji, Prerana Mukherjee, Xiao Bian, Qingming Huang, Robert Laganière, Shuhao Chen, Siyang Pan, Vinay Kaushik, Wei Shi, Wei Tian, Weiqiang Li, Xin Chen, Xinyu Zhang, Haibin Ling, Yanting Zhang, Yanyun Zhao, Yong Wang, Yuduo Song, Yuehan Yao, Zhaotang Chen, Zhenyu Xu, Zhibin Xiao, Zhihang Tong, Zhipeng Luo, Qinghua Hu, Zhuojin Sun, Jiayu Zheng, Tao Peng, Xinyao Wang:
VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results. ICCV Workshops 2019: 189-198
[c112]
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Yasmin M. Kassim, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Giovanna Guidoboni, Kannappan Palaniappan:
Deep U-Net Regression and Hand-Crafted Feature Fusion for Accurate Blood Vessel Segmentation. ICIP 2019: 1445-1449
[i6]
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Noor Al-Shakarji, Filiz Bunyak, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan:
Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos. CoRR abs/1907.01176 (2019)
2018
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Huy Trinh, Prasad Calyam, Dmitrii Chemodanov, Shizeng Yao, Qing Lei, Fan Gao, Kannappan Palaniappan:
Energy-Aware Mobile Edge Computing and Routing for Low-Latency Visual Data Processing. IEEE Trans. Multim. 20(10): 2562-2577 (2018)
[j19]
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Jing Peng, Alex J. Aved, Guna Seetharaman, Kannappan Palaniappan:
Multiview Boosting With Information Propagation for Classification. IEEE Trans. Neural Networks Learn. Syst. 29(3): 657-669 (2018)
[c111]
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Rumana Aktar, Hadi Aliakbarpour, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Performance Evaluation of Feature Descriptors for Aerial Imagery Mosaicking. AIPR 2018: 1-7
[c110]
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Noor M. Al-Shakarji, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Robust Multi-object Tracking for Wide Area Motion Imagery. AIPR 2018: 1-5
[c109]
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Yasmin M. Kassim, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Patch-Based Semantic Segmentation for Detecting Arterioles and Venules in Epifluorescence Imagery. AIPR 2018: 1-5
[c108]
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Jon Patman, Sabrina C. J. Michael, Marvin M. F. Lutnesky, Kannappan Palaniappan:
BioSense: Real-Time Object Tracking for Animal Movement and Behavior Research. AIPR 2018: 1-8
[c107]
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Noor M. Al-Shakarji, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Multi-object Tracking Cascade with Multi-Step Data Association and Occlusion Handling. AVSS 2018: 1-6
[c106]
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Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman, Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung:
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2018: 1-6
[c105]
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Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Haotian Wu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Lianjie Wang, Arne Schumann, Dan Wang, Diego Ortego, Elena Luna, Emmanouil Michail, Erik Bochinski, Feng Ni, Filiz Bunyak, Gege Zhang, Guna Seetharaman, Guorong Li, Hongyang Yu, Ioannis Kompatsiaris, Jianfei Zhao, Jie Gao, José M. Martínez, Juan C. SanMiguel, Kannappan Palaniappan, Konstantinos Avgerinakis, Lars Wilko Sommer, Martin Lauer, Mengkun Liu, Noor M. Al-Shakarji, Oliver Acatay, Panagiotis Giannakeris, Qijie Zhao, Qinghua Ma, Qingming Huang, Stefanos Vrochidis, Thomas Sikora, Tobias Senst, Wei Song, Wei Tian, Wenhua Zhang, Yanyun Zhao, Yidong Bai, Yinan Wu, Yongtao Wang, Yuxuan Li, Zhaoliang Pi, Zhiming Ma:
VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. ECCV Workshops (5) 2018: 496-518
[c104]
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Yasmin M. Kassim, Richard James Maude, Kannappan Palaniappan:
Sensitivity of Cross-Trained Deep CNNs for Retinal Vessel Extraction. EMBC 2018: 2736-2739
[c103]
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Zakariya A. Oraibi, Hayder Yousif, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan:
Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests. ICIP 2018: 2446-2450
[c102]
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Jon Patman, Meshal Alfarhood, Soliman Islam, Mauro Lemus, Prasad Calyam, Kannappan Palaniappan:
Predictive analytics for fog computing using machine learning and GENI. INFOCOM Workshops 2018: 790-795
[c101]
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Yasmin M. Kassim, Noor M. Al-Shakarji, Emilia Asante, Anand Chandrasekhar, Kannappan Palaniappan:
Dissecting branchiomotor neuron circuits in zebrafish - toward high-throughput automated analysis of jaw movements. ISBI 2018: 943-947
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Shizeng Yao, Hang Yu, Hadi Aliakbarpour, Guna Seetharaman, Kannappan Palaniappan:
EpiX: A 3D Measurement Tool for Heritage, Archeology, and Aerial Photogrammetry. Heritage Preservation 2018: 47-66
2017
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Rasha Gargees, Brittany Morago, Rengarajan Pelapur, Dmitrii Chemodanov, Prasad Calyam, Zakariya A. Oraibi, Ye Duan, Guna Seetharaman, Kannappan Palaniappan:
Incident-Supporting Visual Cloud Computing Utilizing Software-Defined Networking. IEEE Trans. Circuits Syst. Video Technol. 27(1): 182-197 (2017)
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Hadi Aliakbarpour, Kannappan Palaniappan, Guna Seetharaman:
Parallax-Tolerant Aerial Image Georegistration and Efficient Camera Pose Refinement - Without Piecewise Homographies. IEEE Trans. Geosci. Remote. Sens. 55(8): 4618-4637 (2017)
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Abdullah Akay, Hadi Aliakbarpour, Kannappan Palaniappan, Guna Seetharaman:
Camera Auto-calibration for Planar Aerial Imagery, Supported by Camera Metadata. AIPR 2017: 1-5
[c99]
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Noor M. Al-Shakarji, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Vehicle Tracking in Wide Area Motion Imagery using KC- LoFT Multi-Feature Discriminative Modeling. AIPR 2017: 1-6
[c98]
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Noor M. Al-Shakarji, Yasmin M. Kassim, Kannappan Palaniappan:
Unsupervised Learning Method for Plant and Leaf Segmentation. AIPR 2017: 1-4
[c97]
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Zakariya A. Oraibi, Morgane Irio, Adel Hafiane, Kannappan Palaniappan:
Texture Classification using Multiple Local Descriptors. AIPR 2017: 1-7
[c96]
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Mahdieh Poostchi, Ali Shafiekhani, Kannappan Palaniappan, Guna Seetharaman:
Multi-Scale Spatially Weighted Local Histograms in O(1). AIPR 2017: 1-7
[c95]
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Noor M. Al-Shakarji, Guna Seetharaman, Filiz Bunyak, Kannappan Palaniappan:
Robust multi-object tracking with semantic color correlation. AVSS 2017: 1-7
[c94]
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Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang:
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2017: 1-7
[c93]
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Mahdieh Poostchi, Kannappan Palaniappan, Guna Seetharaman:
Spatial pyramid context-aware moving vehicle detection and tracking in urban aerial imagery. AVSS 2017: 1-6
[c92]
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Yasmin M. Kassim, Kannappan Palaniappan:
Extracting retinal vascular networks using deep learning architecture. BIBM 2017: 1170-1174
[c91]
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Gozde Yolcu, Ismail Oztel, Serap Kazan, Cemil Öz, Kannappan Palaniappan, Teresa E. Lever, Filiz Bunyak:
Deep learning-based facial expression recognition for monitoring neurological disorders. BIBM 2017: 1652-1657
[c90]
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Filiz Bunyak, Naru Shiraishi, Kannappan Palaniappan, Teresa E. Lever, Limor Avivi-Arber, Kazutaka Takahashi:
Development of semi-automatic procedure for detection and tracking of fiducial markers for orofacial kinematics during natural feeding. EMBC 2017: 580-583
[c89]
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Huy Trinh, Dmitrii Chemodanov, Shizeng Yao, Qing Lei, Bo Zhang, Fan Gao, Prasad Calyam, Kannappan Palaniappan:
Energy-Aware Mobile Edge Computing for Low-Latency Visual Data Processing. FiCloud 2017: 128-133
[c88]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus B. Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He:
The Visual Object Tracking VOT2017 Challenge Results. ICCV Workshops 2017: 1949-1972
[c87]
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Yasmin M. Kassim, V. B. Surya Prasath, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Microvasculature segmentation of arterioles using deep CNN. ICIP 2017: 580-584
[c86]
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Ke Gao, Tommi A. White, Kannappan Palaniappan, Michele Warmund, Filiz Bunyak:
Museed: A mobile image analysis application for plant seed morphometry. ICIP 2017: 2826-2830
[i5]
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Mahdieh Poostchi, Ali Shafiekhani, Kannappan Palaniappan, Guna Seetharaman:
Multi-Scale Spatially Weighted Local Histograms in O(1). CoRR abs/1705.03524 (2017)
[i4]
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Mahdieh Poostchi, Kannappan Palaniappan, Da Li, Michela Becchi, Filiz Bunyak, Guna Seetharaman:
Fast Integral Histogram Computations on GPU for Real-Time Video Analytics. CoRR abs/1711.01919 (2017)
2016
[j16]
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Hadi Aliakbarpour, V. B. Surya Prasath, Kannappan Palaniappan, Guna Seetharaman, Jorge Dias:
Heterogeneous Multi-View Information Fusion: Review of 3-D Reconstruction Methods and a New Registration with Uncertainty Modeling. IEEE Access 4: 8264-8285 (2016)
[c85]
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Rumana Aktar, V. B. Surya Prasath, Hadi Aliakbarpour, Urmila Sampathkumar, Guna Seetharaman, Kannappan Palaniappan:
Video haze removal and poisson blending based mini-mosaics for wide area motion imagery. AIPR 2016: 1-7
[c84]
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Noor Al-Shakarji, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
CS-LoFT: Color and scale adaptive tracking using max-pooling with bhattacharyya distance. AIPR 2016: 1-7
[c83]
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Yasmin M. Kassim, V. B. Surya Prasath, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Confocal vessel structure segmentation with optimized feature bank and random forests. AIPR 2016: 1-6
[c82]
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Dardo D. Kleiner, Kannappan Palaniappan, Gunasekaran S. Seetharaman:
Stream implementation of the flux tensor motion flow algorithm using GStreamer and CUDA. AIPR 2016: 1-7
[c81]
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Urmila Sampathkumar, V. B. Surya Prasath, Sachin Meena, Kannappan Palaniappan:
Assisted ground truth generation using interactive segmentation on a visualization and annotation tool. AIPR 2016: 1-7
[c80]
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Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma:
CNN-based image analysis for malaria diagnosis. BIBM 2016: 493-496
[c79]
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Mahdieh Poostchi, Hadi Aliakbarpour, Raphael Viguier, Filiz Bunyak, Kannappan Palaniappan, Guna Seetharaman:
Semantic Depth Map Fusion for Moving Vehicle Detection in Aerial Video. CVPR Workshops 2016: 1575-1583
[c78]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823
[c77]
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Michael Felsberg, Matej Kristan, Jiri Matas, Ales Leonardis, Roman P. Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Cehovin, Tomás Vojír, Alan Lukezic, Gustavo Fernández, Alfredo Petrosino, Álvaro García-Martín, Andrés Solís Montero, Anton Varfolomieiev, Aykut Erdem, Bohyung Han, Chang-Ming Chang, Dawei Du, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Guna Seetharaman, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyeonseob Nam, Jack Valmadre, Jianke Zhu, Jiayi Feng, Jochen Lang, José M. Martínez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Michael Arens, Ming Tang, Mooyeol Baek, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Philip H. S. Torr, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Sebastian Bernd Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Hübner, Xin Li, Yang Li, Zhan Xu, Zhenyu He:
The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. ECCV Workshops (2) 2016: 824-849
[c76]
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Yasmin M. Kassim, V. B. Surya Prasath, Rengarajan Pelapur, Olga V. Glinskii, Richard James Maude, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Random forests for dura mater microvasculature segmentation using epifluorescence images. EMBC 2016: 2901-2904
[c75]
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Sachin Meena, V. B. Surya Prasath, Yasmin M. Kassim, Richard James Maude, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Multiquadric spline-based interactive segmentation of vascular networks. EMBC 2016: 5913-5916
[c74]
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Sachin Meena, Kannappan Palaniappan, Guna Seetharaman:
User driven sparse point-based image segmentation. ICIP 2016: 844-848
[c73]
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V. B. Surya Prasath, Yasmin M. Kassim, Zakariya A. Oraibi, Jean-Baptiste Guiriec, Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan:
HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests. ICPR 2016: 90-95
[c72]
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Kannappan Palaniappan, Mahdieh Poostchi, Hadi Aliakbarpour, Raphael Viguier, Joshua Fraser, Filiz Bunyak, Arslan Basharat, Steve Suddarth, Erik Blasch, Raghuveer M. Rao, Guna Seetharaman:
Moving object detection for vehicle tracking in Wide Area Motion Imagery using 4D filtering. ICPR 2016: 2830-2835
2015
[j15]
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Hadi Aliakbarpour, Kannappan Palaniappan, Guna Seetharaman:
Robust Camera Pose Refinement and Rapid SfM for Multiview Aerial Imagery - Without RANSAC. IEEE Geosci. Remote. Sens. Lett. 12(11): 2203-2207 (2015)
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Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman:
Joint Adaptive Median Binary Patterns for texture classification. Pattern Recognit. 48(8): 2609-2620 (2015)
[j13]
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V. B. Surya Prasath, Dmitry Vorotnikov, Rengarajan Pelapur, Shani Jose, Guna Seetharaman, Kannappan Palaniappan:
Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Coherence Exponent. IEEE Trans. Image Process. 24(12): 5220-5235 (2015)
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Filiz Bunyak, Adel Hafiane, Zahraa Al-Milaji, Ilker Ersoy, Anoop Haridas, Kannappan Palaniappan:
A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. BIBM 2015: 450-453
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Anoop Haridas, Filiz Bunyak, Kannappan Palaniappan:
Interactive Segmentation Relabeling for Classification of Whole-Slide Histopathology Imagery. CBMS 2015: 84-87
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Raphael Viguier, Chung-Ching Lin, Karthik Swaminathan, Augusto Vega, Alper Buyuktosunoglu, Sharathchandra Pankanti, Pradip Bose, H. Akbarpour, Filiz Bunyak, Kannappan Palaniappan, Guna Seetharaman:
Resilient mobile cognition: Algorithms, innovations, and architectures. ICCD 2015: 728-731
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William R. Thissell, Robert Czajkowski, Frank Schrenk, Timothy Selway, Anthony J. Ries, Shamoli Patel, Patricia L. McDermott, Rod Moten, Ron Rudnicki, Guna Seetharaman, Ilker Ersoy, Kannappan Palaniappan:
A Scalable Architecture for Operational FMV Exploitation. ICCV Workshops 2015: 1062-1070
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Hadi Aliakbarpour, Kannappan Palaniappan, Guna Seetharaman:
Fast Structure from Motion for Sequential and Wide Area Motion Imagery. ICCV Workshops 2015: 1086-1093
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V. B. Surya Prasath, Rengarajan Pelapur, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Multiscale tensor anisotropic filtering of fluorescence microscopy for denoising microvasculature. ISBI 2015: 540-543
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Raphael Viguier, Chung-Ching Lin, Hadi Aliakbarpour, Filiz Bunyak, Sharathchandra Pankanti, Guna Seetharaman, Kannappan Palaniappan:
Automatic Video Content Summarization Using Geospatial Mosaics of Aerial Imagery. ISM 2015: 249-253
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Sachin Meena, Kannappan Palaniappan, Guna Seetharaman:
Interactive Image Segmentation Using Elastic Interpolation. ISM 2015: 307-310
[i3]
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Juan Carlos Moreno, V. B. Surya Prasath, Dmitry Vorotnikov, Hugo Proença, Kannappan Palaniappan:
Adaptive diffusion constrained total variation scheme with application to 'cartoon + texture + edge' image decomposition. CoRR abs/1505.00866 (2015)
2014
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Juan Carlos Moreno, V. B. Surya Prasath, Hugo Proença, Kannappan Palaniappan:
Fast and globally convex multiphase active contours for brain MRI segmentation. Comput. Vis. Image Underst. 125: 237-250 (2014)
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Stefan Jaeger, Alexandros Karargyris, Sema Candemir, Les R. Folio, Jenifer Siegelman, Fiona M. Callaghan, Zhiyun Xue, Kannappan Palaniappan, Rahul K. Singh, Sameer K. Antani, George R. Thoma, Yi-Xiang J. Wang, Pu-Xuan Lu, Clement J. McDonald:
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33(2): 233-245 (2014)
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Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald:
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33(2): 577-590 (2014)
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Rui Wang, Filiz Bunyak, Guna Seetharaman, Kannappan Palaniappan:
Static and Moving Object Detection Using Flux Tensor with Split Gaussian Models. CVPR Workshops 2014: 420-424
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Rengarajan Pelapur, V. B. Surya Prasath, Filiz Bunyak, Olga V. Glinskii, Vladislav V. Glinsky, Virginia H. Huxley, Kannappan Palaniappan:
Multi-focus image fusion using epifluorescence microscopy for robust vascular segmentation. EMBC 2014: 4735-4738
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Sachin Meena, V. B. Surya Prasath, Kannappan Palaniappan, Guna Seetharaman:
Elastic body spline based image segmentation. ICIP 2014: 4378-4382
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Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman:
Adaptive Median Binary Patterns for Texture Classification. ICPR 2014: 1138-1143
2013
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Erik Blasch, Zhonghai Wang, Haibin Ling, Kannappan Palaniappan, Genshe Chen, Dan Shen, Alex Aved, Guna Seetharaman:
Video-based activity analysis using the L1 tracker on VIRAT data. AIPR 2013: 1-8
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Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul:
Multi-class regularization parameter learning for graph cut image segmentation. ISBI 2013: 1473-1476
[i2]
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V. B. Surya Prasath, Juan Carlos Moreno, Kannappan Palaniappan:
Color image denoising by chromatic edges based vector valued diffusion. CoRR abs/1304.5587 (2013)
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Juan Carlos Moreno, V. B. Surya Prasath, Hugo Proença, Kannappan Palaniappan:
Brain MRI Segmentation with Fast and Globally Convex Multiphase Active Contours. CoRR abs/1308.6056 (2013)
2012
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Mahdieh Poostchi, Kannappan Palaniappan, Filiz Bunyak, Michela Becchi, Guna Seetharaman:
Efficient GPU Implementation of the Integral Histogram. ACCV Workshops (1) 2012: 266-278
[c56]
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Erik Blasch, Guna Seetharaman, Kannappan Palaniappan, Haibin Ling, Genshe Chen:
Wide-area motion imagery (WAMI) exploitation tools for enhanced situation awareness. AIPR 2012: 1-8
[c55]
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Rengarajan Pelapur, Kannappan Palaniappan, Gunasekaran S. Seetharaman:
Robust Orientation and Appearance Adaptation for Wide-Area Large Format Video Object Tracking. AVSS 2012: 337-342
[c54]
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V. B. Surya Prasath, Isabel N. Figueiredo, Pedro N. Figueiredo, Kannappan Palaniappan:
Mucosal region detection and 3D reconstruction in wireless capsule endoscopy videos using active contours. EMBC 2012: 4014-4017
[c53]
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Rengarajan Pelapur, Sema Candemir, Filiz Bunyak, Mahdieh Poostchi, Guna Seetharaman, Kannappan Palaniappan:
Persistent target tracking using likelihood fusion in wide-area and full motion video sequences. FUSION 2012: 2420-2427
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Ananda S. Chowdhury, Angshuman Paul, Filiz Bunyak, D. D. W. Cornelison, Kannappan Palaniappan:
Semi-automated tracking of muscle satellite cells in brightfield microscopy video. ICIP 2012: 2825-2828
[c51]
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Ilker Ersoy, Filiz Bunyak, Jing Peng, Kannappan Palaniappan:
HEp-2 cell classification in IIF images using Shareboost. ICPR 2012: 3362-3365
[c50]
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Jing Peng, Kannappan Palaniappan, Sema Candemir, Guna Seetharaman:
KL based data fusion for target tracking. ICPR 2012: 3480-3483
[c49]
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Mahdieh Poostchi, Kannappan Palaniappan, Filiz Bunyak, Guna Seetharaman:
Realtime motion detection based on the spatio-temporal median filter using GPU integral histograms. ICVGIP 2012: 19
[c48]
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Sema Candemir, Kannappan Palaniappan, Filiz Bunyak, Raghuveer M. Rao, Guna Seetharaman:
Feature prominence-based weighting scheme for video tracking. ICVGIP 2012: 25
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V. B. Surya Prasath, Kannappan Palaniappan, Guna Seetharaman:
Multichannel texture image segmentation using local feature fitting based variational active contours. ICVGIP 2012: 78
[c46]
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Ilker Ersoy, Filiz Bunyak, John M. Higgins, Kannappan Palaniappan:
Coupled edge profile active contours for red blood cell flow analysis. ISBI 2012: 748-751
[c45]
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Lai-Huei Wang, Chung-Ching Shen, Gunasekaran S. Seetharaman, Kannappan Palaniappan, Shuvra S. Bhattacharyya:
Multidimensional Dataflow Graph Modeling and Mapping for Efficient GPU Implementation. SiPS 2012: 300-305
2011
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Pieter Bellens, Kannappan Palaniappan, Rosa M. Badia, Guna Seetharaman, Jesús Labarta:
Parallel Implementation of the Integral Histogram. ACIVS 2011: 586-598
[c43]
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Kannappan Palaniappan, Ilker Ersoy, Guna Seetharaman, Shelby R. Davis, Praveen Kumar, Raghuveer M. Rao, Richard W. Linderman:
Parallel flux tensor analysis for efficient moving object detection. FUSION 2011: 1-8
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Anoop Haridas, Rengarajan Pelapur, Joshua Fraser, Filiz Bunyak, Kannappan Palaniappan:
Visualization of Automated and Manual Trajectories in Wide-Area Motion Imagery. IV 2011: 288-293
[c41]
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Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan:
ShareBoost: Boosting for Multi-view Learning with Performance Guarantees. ECML/PKDD (2) 2011: 597-612
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Pieter Bellens, Kannappan Palaniappan, Rosa M. Badia, Guna Seetharaman, Jesús Labarta:
ACM SRC poster: a portable implementation of the integral histogram in starss. SC Companion 2011: 117-118
2010
[c39]
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Kannappan Palaniappan, Filiz Bunyak, Praveen Kumar, Ilker Ersoy, Stefan Jäger, Koyeli Ganguli, Anoop Haridas, Joshua Fraser, Raghuveer M. Rao, Guna Seetharaman:
Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video. FUSION 2010: 1-8
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Stefan Jäger, Kannappan Palaniappan, Corella S. Casas-Delucchi, M. Christina Cardoso:
Dual Channel Colocalization for Cell Cycle Analysis Using 3D Confocal Microscopy. ICPR 2010: 2580-2583
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Stefan Jäger, Kannappan Palaniappan, Corella S. Casas-Delucchi, M. Christina Cardoso:
Classification of cell cycle phases in 3D confocal microscopy using PCNA and chromocenter features. ICVGIP 2010: 412-418

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Axel Mosig, Stefan Jäger, Chaofeng Wang, Sumit Kumar Nath, Ilker Ersoy, Kannappan Palaniappan, Su-Shing Chen:
Tracking cells in Life Cell Imaging videos using topological alignments. Algorithms Mol. Biol. 4 (2009)
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Sumit Kumar Nath, Kannappan Palaniappan:
Fast Graph Partitioning Active Contours for Image Segmentation Using Histograms. EURASIP J. Image Video Process. 2009 (2009)
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Maheshkumar H. Kolekar, Kannappan Palaniappan, Somnath Sengupta, Gunasekaran S. Seetharaman:
Semantic Concept Mining Based on Hierarchical Event Detection for Soccer Video Indexing. J. Multim. 4(5): 298-312 (2009)
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Filiz Bunyak, Kannappan Palaniappan:
Level Set-Based Fast Multi-phase Graph Partitioning Active Contours Using Constant Memory. ACIVS 2009: 145-155
[c35]
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Praveen Kumar, Kannappan Palaniappan, Ankush Mittal, Guna Seetharaman:
Parallel Blob Extraction Using the Multi-core Cell Processor. ACIVS 2009: 320-332
[c34]
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Filiz Bunyak, Kannappan Palaniappan:
Efficient segmentation using feature-based graph partitioning active contours. ICCV 2009: 873-880
[c33]
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Maheshkumar H. Kolekar, Kannappan Palaniappan, Somnath Sengupta, Guna Seetharaman:
Event detection and semantic identification using Bayesian belief network. ICCV Workshops 2009: 554-561
[c32]
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Kannappan Palaniappan, Filiz Bunyak, Adel Hafiane:
Evaluation of Level Wet-Based Histology Image Segmentation Using Geometric Region Criteria. ISBI 2009: 1-4
[c31]
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Ilker Ersoy, Filiz Bunyak, Vadim Chagin, M. Christina Cardoso, Kannappan Palaniappan:
Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging. MICCAI (1) 2009: 617-624
2008
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Gang Dong, Kannappan Palaniappan:
A Robust Method for Edge-Preserving Image Smoothing. ACIVS 2008: 390-399
[c29]
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Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan:
Fuzzy Clustering and Active Contours for Histopathology Image Segmentation and Nuclei Detection. ACIVS 2008: 903-914
[c28]
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Adel Hafiane, Guna Seetharaman, Kannappan Palaniappan, Bertrand Y. Zavidovique:
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification. ICIAR 2008: 619-629
[c27]
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Ilker Ersoy, Filiz Bunyak, Michael A. Mackey, Kannappan Palaniappan:
Cell segmentation using Hessian-based detection and contour evolution with directional derivatives. ICIP 2008: 1804-1807
[c26]
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Adel Hafiane, Filiz Bunyak, Kannappan Palaniappan:
Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation. ICPR 2008: 1-4
[c25]
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Maheshkumar H. Kolekar, Kannappan Palaniappan, Somnath Sengupta:
Semantic Event Detection and Classification in Cricket Video Sequence. ICVGIP 2008: 382-389
[c24]
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Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman:
UAV-Video Registration Using Block-Based Features. IGARSS (2) 2008: 1104-1107
[c23]
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Ilker Ersoy, Filiz Bunyak, Kannappan Palaniappan, Mingzhai Sun, Gabor Forgacs:
Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours. MICCAI (1) 2008: 376-383
2007
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Filiz Bunyak, Kannappan Palaniappan, Sumit Kumar Nath, Guna Seetharaman:
Flux Tensor Constrained Geodesic Active Contours with Sensor Fusion for Persistent Object Tracking. J. Multim. 2(4): 20-33 (2007)
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Chi-Ren Shyu, Matthew N. Klaric, Grant J. Scott, Adrian S. Barb, Curt H. Davis, Kannappan Palaniappan:
GeoIRIS: Geospatial Information Retrieval and Indexing System - Content Mining, Semantics Modeling, and Complex Queries. IEEE Trans. Geosci. Remote. Sens. 45(4): 839-852 (2007)
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Kannappan Palaniappan, Ilker Ersoy, Sumit Kumar Nath:
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy. PCM 2007: 483-493
[c21]
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Sumit Kumar Nath, Kannappan Palaniappan, Filiz Bunyak:
Accurate Spatial Neighborhood Relationships for Arbitrarily-Shaped Objects Using Hamilton-Jacobi GVD. SCIA 2007: 421-431
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Filiz Bunyak, Kannappan Palaniappan, Sumit Kumar Nath, Guna Seetharaman:
Geodesic Active Contour Based Fusion of Visible and Infrared Video for Persistent Object Tracking. WACV 2007: 35
2006
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Sumit Kumar Nath, Filiz Bunyak, Kannappan Palaniappan:
Robust Tracking of Migrating Cells Using Four-Color Level Set Segmentation. ACIVS 2006: 920-932
[c18]
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Gang Dong, Tobias I. Baskin, Kannappan Palaniappan:
Motion Flow Estimation from Image Sequences with Applications to Biological Growth and Motility. ICIP 2006: 1245-1248
[c17]
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Matthew Klaric, Grant J. Scott, Chi-Ren Shyu, Curt H. Davis, Kannappan Palaniappan:
A Framework for Geospatial Satellite Imagery Retrieval Systems. IGARSS 2006: 2457-2460
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Filiz Bunyak, Kannappan Palaniappan, Sumit Kumar Nath, Tobias I. Baskin, Gang Dong:
Quantitative cell motility for in vitro wound healing using level set-based active contour tracking. ISBI 2006: 1040-1043
[c15]
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Sumit Kumar Nath, Kannappan Palaniappan, Filiz Bunyak:
Cell Segmentation Using Coupled Level Sets and Graph-Vertex Coloring. MICCAI (1) 2006: 101-108
2005
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Yanbin Luo, Kannappan Palaniappan, Yongming Li:
New Algorithms of Neural Fuzzy Relation Systems with Min-implication Composition. ICNC (3) 2005: 1132-1141
[c13]
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Sumit Kumar Nath, Kannappan Palaniappan:
Adaptive Robust Structure Tensors for Orientation Estimation and Image Segmentation. ISVC 2005: 445-453
2004
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Kannappan Palaniappan, Hai S. Jiang, Tobias I. Baskin:
Non-rigid motion estimation using the robust tensor method. CVPR Workshops 2004: 25
2003
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Kannappan Palaniappan, Jeffrey Uhlmann, Dong Li:
Extensor-based image interpolation. ICIP (2) 2003: 945-948
[c10]
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Sunghyun Jee, Kannappan Palaniappan:
Performance of dynamically scheduling VLIW instructions. SoC 2003: 7-10
2002
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Sunghyun Jee, Kannappan Palaniappan:
Dynamically Scheduling VLIW Instructions with Dependency Information. Interaction between Compilers and Computer Architectures 2002: 15-23
[c8]
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Sunghyun Jee, Kannappan Palaniappan:
Compiler Processor Tradeoffs for DISVLIW Architecture. ISPAN 2002: 199-204
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Sudhir Sangappa, Kannappan Palaniappan, Richard Tollerton:
Benchmarking Java against C/C++ for interactive scientific visualization. Java Grande 2002: 236
[c6]
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Sunghyun Jee, Kannappan Palaniappan:
Performance evaluation for a compressed-VLIW processor. SAC 2002: 913-917
2001
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Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof, Kannappan Palaniappan, Frederick Hasler:
Tracking Nonrigid Motion and Structure from 2D Satellite Cloud Images without Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. 23(11): 1330-1336 (2001)
2000
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Guna Seetharaman, Ged Gasperas, Kannappan Palaniappan:
A Piecewise Affine Model for Image Registration in Nonrigid Motion Analysis. ICIP 2000: 561-564

1990 – 1999

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1999
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Jozsef Vass, Bing-Bing Chai, Kannappan Palaniappan, Xinhua Zhuang:
Significance-linked connected component analysis for very low bit-rate wavelet video coding. IEEE Trans. Circuits Syst. Video Technol. 9(4): 630-647 (1999)
1998
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Jozsef Vass, Kannappan Palaniappan, Xinhua Zhuang:
Automatic Spatio-Temporal Video Sequence Segmentation. ICIP (1) 1998: 958-962
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Jozsef Vass, Jia Yao, Anupam Joshi, Kannappan Palaniappan, Xinhua Zhuang:
Interactive Image Retrieval over the Internet. SRDS 1998: 461-466
1996
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Xinhua Zhuang, Yan Huang, Kannappan Palaniappan, Yunxin Zhao:
Gaussian mixture density modeling, decomposition, and applications. IEEE Trans. Image Process. 5(9): 1293-1302 (1996)
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Kannappan Palaniappan, Mohammad Faisal, Chandra Kambhamettu, A. Frederick Hasler:
Implementation of an Automatic Semi-Fluid Motion Analysis Algorithm on a Massively Parallel Computer. IPPS 1996: 864-877
1995
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Yan Huang, Kannappan Palaniappan, Xinhua Zhuang, Joseph E. Cavanaugh:
Optic Flow Field Segmentation and Motion Estimation Using a Robust Genetic Partitioning Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 17(12): 1177-1190 (1995)
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Kannappan Palaniappan, Chandra Kambhamettu, Frederick Hasler, Dmitry B. Goldgof:
Structure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking. ICCV 1995: 659-665
1991
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Kannappan Palaniappan:
Multiresolution, adaptive methods and classification for image analysis of DNA autoradiographs. University of Illinois Urbana-Champaign, USA, 1991

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