Hengcan Shi
Associate Professor, Hunan University, China
Address: Lushan Road (S), Yuelu District, Changsha, Hunan Province, China
Contact: shihengcan AT gmail DOT com
Biography
Hengcan Shi is an Associate Professor at the College of Electrical and Information Engineering, Hunan University. Before that, he was a Research Fellow at Data Science & AI Department, Monash University， and a Senior Researcher at Tencent. He received his Ph.D. degree in computer vision from University of Electronic Science and Technology of China in 2020. His research interests include image segmentation, object detection, machine learning and Vision+Language. He has served as reviewer for IEEE T-PAMI, IJCV, T-MM, T-CSVT and TIE. He is the Web Chair and Area Chair of ACM MM 2024 and PC member of CVPR, ICCV, ECCV, AAAI, IJCAI, ICML ICLR and NeurIPS.
News
Publications (Selected)
JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments
Duy-Tho Le, Chenhui Gou, Stavya Datta, Hengcan Shi, Ian Reid, Jianfei Cai, Hamid Rezatofighi
CVPR 2024
Unified open-vocabulary dense visual prediction
Hengcan Shi, Munawar Hayat, Jianfei Cai
TMM 2024
Transformer scale gate for semantic segmentation
Hengcan Shi, Munawar Hayat, Jianfei Cai
CVPR 2023
Class Enhancement Losses with Pseudo Labels for Open-Vocabulary Semantic Segmentation
Son D Dao, Hengcan Shi, Dinh Phung, Jianfei Cai
TMM 2023
Class Enhancement Losses with Pseudo Labels for Open-Vocabulary Semantic Segmentation
Hengcan Shi, Munawar Hayat, Jianfei Cai
ACM MM 2023
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation
Yicheng Wu, Zhonghua Wu, Hengcan Shi, Bjoern Picker, Winston Chong, Jianfei Cai
MICCAI 2023
Proposalclip: Unsupervised open-category object proposal generation via exploiting clip cues
Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai
CVPR 2022
Accurate and real-time 3D pedestrian detection using an efficient attentive pillar network
Duy Tho Le, Hengcan Shi, Hamid Rezatofighi, Jianfei Cai
RA-L 2022
Deep music retrieval for fine-grained videos by exploiting cross-modal-encoded voice-overs
Tingtian Li, Zixun Sun, Haoruo Zhang, Jin Li, Ziming Wu, Hui Zhan, Yipeng Yu, Hengcan Shi
SIGIR, 2021
Language-Aware Fine-Grained Object Representation for Referring Expression Comprehension
H Qiu, H Li, Q Wu, F Meng, H Shi, T Zhao, KN Ngan
ACM MM 2020
Query Reconstruction Network for Referring Expression Image Segmentation
H Shi, H Li, Q Wu, KN Ngan
T-MM 2020
Offset bin classification network for accurate object detection
H Qiu, H Li, Q Wu, H Shi
CVPR 2020
Scene parsing via integrated classification model and variance-based regularization
H Shi, H Li, Q Wu, Z Song
CVPR 2019
Boosting scene parsing performance via reliable scale prediction
H Shi, H Li, Q Wu, F Meng, KN Ngan
ACM MM 2018 (Oral)
Key-word-aware network for referring expression image segmentation
H Shi, H Li, F Meng, Q Wu
ECCV 2018
Hierarchical parsing net: Semantic scene parsing from global scene to objects
H Shi, H Li, F Meng, Q Wu
T-MM, 2018
Professional Activities (Selected)
Professional Memberships and Service
- The Institute of Electrical and Electronics Engineers
- The Association for Computing Machinery
- China Society of Image and Graphics
Program Committee Member
- ACM MM 2024 (Web Chair, Area Chair)
- CVPR 2021, 2023, 2024
- ICCV 2023
- ECCV 2020, 2022
- AAAI 2021, 2022, 2023, 2024
- IJCAI 2021, 2022, 2023, 2024
- ICML 2024
- NeurIPS 2022, 2023
- ICLR 2023, 2024
- ICME 2020, 2021
Journal Reviewer
- IEEE TPAMI
- IJCV
- IEEE TMM
- IEEE TCSVT
- IEEE TIE
- Neurocomputing
- Remote Sensing
Students
2023
Monash University, Ph.D., Duy Tho Le
Monash University, Ph.D., Jiateng Liu
Monash University, Ph.D., Dao Duy Son (Graduated –> Postdoc at RMIT)
2022
Monash University, Ph.D., Renuka Sharma (Graduated –> Postdoc at CSIRO)
Monash University, Bachelor, Alistair McCutcheon (Graduated –> Software Engineer at Arkeus)
2021
Monash University, Master, Duy Tho Le (Graduated –> Ph.D. Candidate at Monash University)