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Arne Schumann
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2020 – today
- 2023
- [c44]Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma:
Drone-vs-Bird Detection Grand Challenge at ICASSP2023. ICASSP 2023: 1-2 - 2022
- [b1]Arne Schumann:
Pose-Guided Semantic Person Re-Identification in Surveillance Data. Karlsruhe Institute of Technology, Germany, 2022 - [c43]Thaddäus Wiedemer, Stefan Wolf
, Arne Schumann, Kaisheng Ma, Jürgen Beyerer:
Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. CVPR Workshops 2022: 4141-4152 - [c42]Angelo Coluccia
, Alessio Fascista
, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma, Mrunalini Nalamati, Ogulcan Eryuksel, Kamil Anil Ozfuttu, Fatih Cagatay Akyon, Kadir Sahin, Efe Buyukborekci, Devrim Cavusoglu, Sinan Altinuc
, Daitao Xing
, Halil Utku Unlu
, Nikolaos Evangeliou
, Anthony Tzes
, Abhijeet Nayak, Mondher Bouazizi, Tasweer Ahmad, Artur Gonçalves, Bastien Rigault, Raghvendra Jain, Yutaka Matsuo, Helmut Prendinger, Edmond Jajaga, Veton Rushiti
, Blerant Ramadani, Daniel Pavleski:
Drone-vs-Bird Detection Challenge at ICIAP 2021. ICIAP Workshops 2022: 410-421 - 2021
- [j2]Stefan Wolf
, Lars Sommer, Arne Schumann:
FastAER Det: Fast Aerial Embedded Real-Time Detection. Remote. Sens. 13(16): 3088 (2021) - [j1]Angelo Coluccia
, Alessio Fascista
, Arne Schumann, Lars Sommer, Anastasios Dimou
, Dimitrios Zarpalas
, Miguel Méndez
, David De la Iglesia, Iago González
, Jean-Philippe Mercier
, Guillaume Gagné
, Arka Mitra
, Shobha Rajashekar:
Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge. Sensors 21(8): 2824 (2021) - [c41]Angelo Coluccia, Alessio Fascista
, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Fatih Cagatay Akyon
, Ogulcan Eryuksel
, Kamil Anil Ozfuttu, Sinan Onur Altinuc
, Fardad Dadboud, Vaibhav Patel, Varun Mehta, Miodrag Bolic, Iraj Mantegh:
Drone-vs-Bird Detection Challenge at IEEE AVSS2021. AVSS 2021: 1-8 - [c40]Mickael Cormier, Stefan Wolf
, Lars Sommer, Arne Schumann, Jürgen Beyerer:
Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU. EUROCON 2021: 40-44 - [c39]Lucas Florin, Andreas Specker
, Arne Schumann, Jürgen Beyerer:
Hardness Prediction for More Reliable Attribute-based Person Re-identification. MIPR 2021: 418-424 - 2020
- [c38]Viktor Eckstein, Arne Schumann, Andreas Specker
:
Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention. CVPR Workshops 2020: 2626-2631 - [c37]Philipp Köhl, Andreas Specker
, Arne Schumann, Jürgen Beyerer:
The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation. CVPR Workshops 2020: 4489-4498 - [c36]Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah
, Junwen Pan
, Apostolos Axenopoulos, Arne Schumann, Athanasios Psaltis
, Ayush Jain, Bin Dong, Changlin Li, Chen Chen, Chengzhen Duan, Chongyang Zhang, Daniel Stadler, Dheeraj Reddy Pailla, Dong Yin, Faizan Khan, Fanman Meng, Guangyu Gao, Guosheng Zhang, Hansheng Chen, Hao Zhou, Haonian Xie, Heqian Qiu, Hongliang Li, Ioannis Athanasiadis, Jincai Cui, Jingkai Zhou, Jong Hwan Ko, Joo Chan Lee
, Jun Yu, Jungyeop Yoo, Lars Wilko Sommer, Lu Xiong, Michael Schleiss, Ming-Hsuan Yang, Mingyu Liu, Minjian Zhang, Murari Mandal
, Petros Daras, Pratik Narang, Qiong Liu, Qiu Shi, Qizhang Lin, Rohit Ramaprasad, Sai Wang, Sarvesh Mehta, Shuai Li, Shuqin Huang, Sungtae Moon, Taijin Zhao, Ting Sun, Wei Guo, Wei Tian, Weida Qin, Weiping Yu, Wenxiang Lin, Xi Zhao, Xiaogang Jia, Xin He, Xingjie Zhao, Xuanxin Liu, Yan Ding, Yan Luo, Yang Xiao, Yi Wang, Yingjie Liu
, Yongwoo Kim, Yu Sun, Yuehan Yao, Yuyao Huang, Zehui Gong, Zhenyu Xu, Zhipeng Luo, Zhiguo Cao, Zhiwei Wei, Zhongjie Fan, Zichen Song, Ziming Liu:
VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (4) 2020: 692-712 - [c35]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 - [c34]Andreas Specker
, Arne Schumann, Jürgen Beyerer:
An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video. ICIP 2020: 2331-2335 - [i6]Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig:
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. CoRR abs/2007.06102 (2020)
2010 – 2019
- 2019
- [c33]Angelo Coluccia, Muhammad Saqib, Nabin Sharma, Michael Blumenstein, Vasileios Magoulianitis, Dimitrios Ataloglou, Anastasios Dimou, Dimitrios Zarpalas, Petros Daras
, Céline Craye, Salem Ardjoune, Alessio Fascista
, David De la Iglesia, Miguel Méndez, Raquel Dosil
, Iago González, Arne Schumann, Lars Sommer, Marian Ghenescu, Tomas Piatrik
, Geert De Cubber
, Mrunalini Nalamati, Ankit Kapoor:
Drone-vs-Bird Detection Challenge at IEEE AVSS2019. AVSS 2019: 1-7 - [c32]Thomas Golda
, Tobias Kalb
, Arne Schumann, Jürgen Beyerer:
Human Pose Estimation for Real-World Crowded Scenarios. AVSS 2019: 1-8 - [c31]Andreas Specker
, Arne Schumann, Jürgen Beyerer:
An Interactive Framework for Cross-modal Attribute-based Person Retrieval. AVSS 2019: 1-8 - [c30]Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen:
UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. CVPR Workshops 2019: 544-552 - [c29]Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig:
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. ICCV 2019: 7392-7402 - [c28]Dawei Du, Yue Zhang, Zexin Wang, Zhikang Wang, Zichen Song, Ziming Liu, Liefeng Bo, Hailin Shi, Rui Zhu, Aashish Kumar, Aijin Li, Almaz Zinollayev, Anuar Askergaliyev, Arne Schumann, Binjie Mao, Pengfei Zhu, Byeongwon Lee, Chang Liu
, Changrui Chen, Chunhong Pan, Chunlei Huo, Da Yu, Dechun Cong, Dening Zeng, Dheeraj Reddy Pailla, Di Li, Longyin Wen, Dong Wang, Donghyeon Cho, Dongyu Zhang, Furui Bai, George Jose, Guangyu Gao, Guizhong Liu, Haitao Xiong, Hao Qi, Haoran Wang, Xiao Bian, Heqian Qiu, Hongliang Li, Huchuan Lu, Ildoo Kim, Jaekyum Kim, Jane Shen, Jihoon Lee, Jing Ge, Jingjing Xu, Jingkai Zhou, Haibin Ling, Jonas Meier, Jun Won Choi, Junhao Hu, Junyi Zhang, Junying Huang, Kaiqi Huang, Keyang Wang, Lars Sommer, Lei Jin, Lei Zhang, Qinghua Hu, Lianghua Huang, Lin Sun, Lucas Steinmann, Meixia Jia, Nuo Xu, Pengyi Zhang, Qiang Chen, Qingxuan Lv, Qiong Liu, Qishang Cheng, Tao Peng, Sai Saketh Chennamsetty, Shuhao Chen, Shuo Wei, Srinivas S. S. Kruthiventi, Sungeun Hong, Sungil Kang, Tong Wu, Tuo Feng
, Varghese Alex Kollerathu, Wanqi Li, Jiayu Zheng, Wei Dai, Weida Qin, Weiyang Wang, Xiaorui Wang, Xiaoyu Chen, Xin Chen, Xin Sun
, Xin Zhang, Xin Zhao, Xindi Zhang, Xinyao Wang, Xinyu Zhang, Xuankun Chen, Xudong Wei, Xuzhang Zhang, Yanchao Li, Yifu Chen, Yu Heng Toh, Yu Zhang, Yu Zhu, Yunxin Zhong:
VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results. ICCV Workshops 2019: 213-226 - [c27]Thomas Pollok, Lorenz Junglas, Boitumelo Ruf
, Arne Schumann:
UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets. ISVC (1) 2019: 670-682 - [i5]Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer:
Human Pose Estimation for Real-World Crowded Scenarios. CoRR abs/1907.06922 (2019) - 2018
- [c26]Oliver Acatay, Lars Sommer, Arne Schumann, Jürgen Beyerer:
Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery. AVSS 2018: 1-6 - [c25]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 - [c24]Arne Schumann, Andreas Specker
, Jürgen Beyerer:
Attribute-based Person Retrieval and Search in Video Sequences. AVSS 2018: 1-6 - [c23]Arne Schumann, Lars Sommer, Max Vogler, Jürgen Beyerer:
Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. AVSS 2018: 1-6 - [c22]Lars Sommer, Oliver Acatay, Arne Schumann, Jürgen Beyerer:
Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data. AVSS 2018: 1-6 - [c21]M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen:
A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR 2018: 420-429 - [c20]Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu
, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi
, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganière, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang
, Stefanos Vrochidis
, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian
, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun
, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia
, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song:
VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (5) 2018: 437-468 - [c19]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 - [c18]Lars Wilko Sommer, Nicole Schmidt, Arne Schumann, Jürgen Beyerer:
Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery. ICIP 2018: 3054-3058 - [c17]Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer:
Semantic Labeling Based Vehicle Detection in Aerial Imagery. WACV 2018: 626-634 - [c16]Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery. WACV 2018: 635-642 - [i4]Krassimir Valev, Arne Schumann, Lars Wilko Sommer, Jürgen Beyerer:
A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification. CoRR abs/1806.02987 (2018) - 2017
- [c15]Angelo Coluccia, Marian Ghenescu, Tomas Piatrik, Geert De Cubber
, Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer, Mohammad Farhadi, Ruhallah Amandi, Cemal Aker, Sinan Kalkan
, Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Khan Makkah, Michael Blumenstein:
Drone-vs-Bird detection challenge at IEEE AVSS2017. AVSS 2017: 1-6 - [c14]Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer:
Deep cross-domain flying object classification for robust UAV detection. AVSS 2017: 1-6 - [c13]Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Semantic labeling for improved vehicle detection in aerial imagery. AVSS 2017: 1-6 - [c12]Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer:
Flying object detection for automatic UAV recognition. AVSS 2017: 1-6 - [c11]M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen:
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC 2017 - [c10]Arne Schumann, Rainer Stiefelhagen:
Person Re-identification by Deep Learning Attribute-Complementary Information. CVPR Workshops 2017: 1435-1443 - [c9]Arne Schumann, Shaogang Gong, Tobias Schuchert:
Deep learning prototype domains for person re-identification. ICIP 2017: 1767-1771 - [i3]M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen:
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR abs/1707.06089 (2017) - [i2]M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen:
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR abs/1711.10378 (2017) - 2016
- [i1]Arne Schumann, Shaogang Gong, Tobias Schuchert:
Deep Learning Prototype Domains for Person Re-Identification. CoRR abs/1610.05047 (2016) - 2015
- [c8]Arne Schumann, Rainer Stiefelhagen:
Transferring attributes for person re-identification. AVSS 2015: 1-6 - [c7]Arne Schumann, Tobias Schuchert:
Person re-identification in UAV videos using relevance feedback. Video Surveillance and Transportation Imaging Applications 2015: 94070Z - 2014
- [c6]Arne Schumann, Eduardo Monari:
A soft-biometrics dataset for person tracking and re-identification. AVSS 2014: 193-198 - [c5]Günter Saur, Wolfgang Krüger, Arne Schumann:
Extended image differencing for change detection in UAV video mosaics. Video Surveillance and Transportation Imaging Applications 2014: 90260L - [c4]Arne Schumann:
Object instance recognition using motion cues and instance specific appearance models. Video Surveillance and Transportation Imaging Applications 2014: 90260S - 2013
- [c3]Arne Schumann, Martin Bäuml, Rainer Stiefelhagen:
Person tracking-by-detection with efficient selection of part-detectors. AVSS 2013: 43-50 - 2012
- [c2]Martin Bäuml, Makarand Tapaswi, Arne Schumann, Rainer Stiefelhagen
:
Contextual Constraints for Person Retrieval in Camera Networks. AVSS 2012: 221-227
2000 – 2009
- 2009
- [c1]Hazim Kemal Ekenel, Arne Schumann, Hua Gao, Rainer Stiefelhagen:
Universität Karlsruhe (TH) at TRECVID 2009. TRECVID 2009
Coauthor Index
aka: Lars Sommer
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