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27th ICPR 2024: Kolkata, India - Part XIII
- Apostolos Antonacopoulos
, Subhasis Chaudhuri
, Rama Chellappa
, Cheng-Lin Liu
, Saumik Bhattacharya
, Umapada Pal
:
Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XIII. Lecture Notes in Computer Science 15313, Springer 2025, ISBN 978-3-031-78200-8 - Zeyuan Yang, Chunyan Yu:
A Single Source Generalization Model via Spatial Amplitude Perturbation and Sensitivity Guidance for Colored Medical Image Segmentation. 1-16 - Marco Cantone
, Claudio Marrocco
, Francesco Tortorella
, Alessandro Bria:
Transformer Models for Enhanced Calcifications Detection in Mammography. 17-33 - Vladislav A. Pyatov
, Dmitry V. Sorokin
:
Unsupervised Feature Matching for Affine Histological Image Registration. 34-48 - Jennie Karlsson, Marisa Wodrich, Niels Christian Overgaard, Freja Sahlin, Kristina Lång, Anders Heyden
, Ida Arvidsson:
Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging. 49-63 - Samir Harb
, Asem M. Ali, Mohamed Yousuf, Salwa Elshazly, Aly A. Farag:
Colon Segmentation Using Guided Sequential Episodic Training and Contrastive Learning. 64-79 - Harshith Reddy Kethireddy, A. Tejaswee, Lucian G. Eftimie, Radu Hristu, George A. Stanciu, Angshuman Paul:
Differential Diagnosis of Thyroid Tumors Through Information Fusion from Multiphoton Microscopy Images Using Fusion Autoencoder. 80-93 - Federico Bolelli, Luca Lumetti, Kevin Marchesini
, Ettore Candeloro
, Costantino Grana:
Investigating the ABCDE Rule in Convolutional Neural Networks. 94-111 - Anand Thyagachandran
, Yeruru Asrar Ahmed
:
Breast Cancer Segmentation Using UNet and Global Convolutional Networks. 112-126 - Puja Das, Sourav Dey Roy, Kaberi Sangma, Asim De, Mrinal Kanti Bhowmik:
SFRSeg-Net: Synovial Fluid Region Segmentation from Rheumatoid Arthritis Affected Small Joints Using USG for Early Detection. 127-146 - Bhavik Kanekar
, Jay Sawant
, Niti Chikhale
, Paras Dhotre
, Sushil Savant, Gajanan Nagare, Kshitij S. Jadhav
:
Classification of Cutaneous Diseases: A Systematic Study on Real-Time Captured Images Using Deep Learning. 147-162 - Nikita A. Drozdov
, Dmitry V. Sorokin
:
FNOReg: Resolution-Robust Medical Image Registration Method Based on Fourier Neural Operator. 163-177 - Vandan Gorade, Sparsh Mittal, Debesh Jha, Rekha Singhal, Ulas Bagci:
Harmonized Spatial and Spectral Learning for Generalized Medical Image Segmentation. 178-193 - Eva Breznik
, Hoel Kervadec
, Filip Malmberg
, Joel Kullberg
, Håkan Ahlström
, Marleen de Bruijne
, Robin Strand
:
Leveraging Point Annotations in Segmentation Learning with Boundary Loss. 194-210 - Ming Hu, Jianfu Yin
, Jing Wang, Yuqi Wang, Bingliang Hu, Quan Wang:
SpecSlice-ConvLSTM:Medical Hyperspectral Image Segmentation Using Spectral Slicing and ConvLSTM. 211-225 - Ha Anh Vu
, Szilárd Vajda
:
Advancing Brain Tumor Diagnosis: A Hybrid Approach Using Edge Detection and Deep Learning. 226-241 - Arijit De
, Ananda S. Chowdhury
:
Shape Induced Multi-class Deep Graph Cut for Hippocampus Subfield Segmentation. 242-257 - Ankita Joshi
, Ashutosh Sharma, Anoushkrit Goel, Ranjeet Ranjan Jha, Chirag Kamal Ahuja, Arnav Bhavsar, Aditya Nigam:
Tract-RLFormer: A Tract-Specific RL Policy Based Decoder-Only Transformer Network. 258-275 - HyoSeon Choi
, Dahoon Choi, Netiwit Kaongoen
, Byung Hyung Kim
:
Detecting Concept Shifts Under Different Levels of Self-awareness on Emotion Labeling. 276-291 - Wolfgang Fuhl
:
A Trainable Feature Extractor Module for Deep Neural Networks and Scanpath Classification. 292-304 - Hyunwook Kang
, Jin Woo Choi
, Byung Hyung Kim
:
Cascading Global and Sequential Temporal Representations with Local Context Modeling for EEG-Based Emotion Recognition. 305-320 - Ali Abedi, Shehroz S. Khan:
Engagement Measurement Based on Facial Landmarks and Spatial-Temporal Graph Convolutional Networks. 321-338 - Xingzhi Wang, Tao Chen, Dong Zhang:
A Spatial-Temporal Graph Convolutional Network for Video-Based Group Emotion Recognition. 339-354 - Yan Zhao, Xiaohua Huang
, Chuangao Tang:
Micro-expression Recognition Based on Dual-Stream Spatiotemporal Transformer. 355-369 - Lokendra Birla, Sneha Shukla, Trishna Saikia, Puneet Gupta:
HR-TRACK: An rPPG Method for Heartrate Monitoring Using Temporal Convolution Networks. 370-385 - Zhifeng Wang, Kaihao Zhang, Ramesh S. Sankaranarayana:
LLDif: Diffusion Models for Low-Light Facial Expression Recognition. 386-401 - Ziping Zhao, Shizhao Liu, Mingyue Niu, Haishuai Wang, Björn W. Schuller:
Dense Coordinate Channel Attention Network for Depression Level Estimation from Speech. 402-413 - Jens Gebele
, Philipp Brune
, Frank Schwab, Sebastian von Mammen
:
Interpreting Emotions Through the Grad-CAM Lens: Insights and Implications in CNN-Based Facial Emotion Recognition. 414-429 - Aashania Antil, Chhavi Dhiman:
Securing Faces: A GAN-Powered Defense Against Spoofing with MSRCR and CBAM. 430-449 - Chenyang Xu, Feiyi Fan, Guanzhou Ke, Changru Guo, Qingyu Wu, Jianfei Shen:
Parallel Attention Based Network for Human Activity Recognition Using Wearable Devices. 450-465

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