Department of Computer Science
Department of Biomedical Informatics
Department of Applied Mathematics & Statistics (Affiliated)
I am looking for talented graduate students to join my research group in fall 2024 to work in the fields of Computer Vision, Machine Learning, Biomedical Image Analysis, and Human Robot Collaboration.
· August 2023:
Ø Welcome Shreya Biswas joining our group in fall 2023!
Ø Congratulations to Md Moniruzzaman on his paper “Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses from Wearable Sensors” being accepted by IEEE Journal of Biomedical and Health Informatics (J-BHI)!
Ø Our project on human pose analysis and walking environment analysis via wearable sensors was funded by NSF (2023-2027)!
· June 2023:
Ø Congratulations to Monjurul on his PhD defense! He will join University of Washington as a Postdoc.
Ø Congratulations to Liang Han to join HIT-Shenzhen as an Assistance Professor.
· May 2023: congratulations to Roshan Kenia wining Researchers of the Month from Undergraduate Research & Creativity Activities program at Stony Brook University, as a graduating senior. Roshan will pursue his MS degree in Computer Science at Columbia University in fall 2023.
· May 2023: Congratulations to the group members for the recent paper acceptances:
Ø Hritam Basak: “Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning,” MICCAI. (Provisional early acceptance).
Ø Jignesh Gutta: “Diffusion Transformer U-Net for Medical Image Segmentation,” MICCAI. (Provisional early acceptance)
Ø Muhamad Monjurul Karim: “An Attention-guided Multistream Feature Fusion Network for Early Localization of Risky Traffic Agents in Driving Videos,” IEEE Transactions on Intelligent Vehicles (TIV).
Ø Md Moniruzzaman: “Collaborative Foreground, Background, and Action Modeling Network for Weakly Supervised Temporal Action Localization,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
Ø Md Moniruzzaman: “Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization,” IEEE Transactions on Multimedia (TMM).
· March 2023: Congratulations to the group members for the recent paper acceptances:
Ø Hritam Basak: “Pseudo-label Guided Contrastive Learning for Semi-supervised Medical Image Segmentation,” CVPR.
Ø Md Moniruzzaman: “Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
Ø Liang Han: “Phase Contrast Image Restoration by Mathematically Formulating Its Imaging Principle and Reversing the Formulation with Deep Neural Networks,” IEEE Transactions on Medical Imaging (TMI).
· Sep 2022: Congratulations to the group members for the recent paper acceptances:
Ø Jianxiang Dong: “Boundary-aware Temporal Sentence Grounding with Adaptive Proposal Refinement,” ACCV.
Ø Liang Han: “Global Memory and Local Continuity for Video Object Detection,” IEEE Transactions on Multimedia (TMM).
Ø Muhammad Monjurul Karim: “Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents," IEEE Transactions on Intelligent Transportation Systems (ITS).
· August 2022: Congratulations to Liang for his PhD defense! He will continue in our lab as a Postdoc Fellow.