Biography

I obtained my PhD  from Nanyang Technological University (NTU), Singapore under the supervision of Prof. Junsong Yuan and Prof. Kai-Kuang Ma. I received my M.Eng from Zhejiang University (ZJU) and B.Eng from Harbin Institute of Technology (HIT). My research interests include computer vision and deep learning.

Publications

• Yunqiu Xu, Chunluan Zhou, Xin Yu and Yi Yang, Cyclic Self-Training with Proposal Weight Modulation for Cross-Supervised Object Detection,  TIP, 2023

• Shenyuan Gao, Chunluan Zhou, Jun Zhang, Generalized Relation Modelling for Transformer Tracking, CVPR, 2023.

• Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang and Junsong Yuan, AiATrack: Attention in Attention for Transformer Visual Tracking, ECCV, 2022.

• Zhengbo Zhang, Chunluan Zhou, Zhigang Tu, Distilling Inter-Class Distance for Semantic Segmentation, IJCAI, 2022 (Oral).

• Yiding Yang, Zhou Ren, Haoxiang Li, Chunluan Zhou, Xinchao Wang and Gang Hua, Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking, CVPR, 2021.

• Yunqiu Xu, Chunluan Zhou, Xin Yu, Bin Xiao and Yi Yang, Pyramidal Multiple Instance Detection Network with Mask Guided Self-correction for Weakly Supervised Object Detection, TIP, 2021.

• Jialian Wu, Chunluan Zhou, Qian Zhang, Ming Yang and Junsong Yuan, Self-Mimic Learning for Small-scale Pedestrian Detection, ACM MM, 2020.

• Chunluan Zhou, Zhou Ren and Gang Hua, Temporal Keypoint Matching and Refinement Network for Pose Estimation and Tracking, ECCV, 2020.

• Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li and Junsong Yuan, Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians, CVPR, 2020.

• Mengjia Yan, Jingjing Meng, Chunluan Zhou, Zhigang Tu, Yap-Peng Tan, Junsong Yuan, Detecting Spatiotemporal Irregularities in Videos via a 3D Convolutional Autoencoder, JVCIR, 2020.

• Chunluan Zhou, Ming Yang and Junsong Yuan, Discriminative Feature Transformation for Occluded Pedestrian Detection, ICCV, 2019.

• Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot and Wei Zhang, Attention to Head Locations for Crowd Counting, ICIG, 2019.

• Chunluan Zhou and Junsong Yuan, Occlusion Pattern Discovery for Object Detection and Occlusion Reasoning, TCSVT, 2019.

• Chunluan Zhou and Junsong Yuan, Multi-label Learning of Part Detectors for Occluded Pedestrian Detection, PR, 2019.

• Youmei Zhang, Chunluan Zhou, Faliang Chang and Alex C. Kot, A Scale Adaptive Network for Crowd Counting, Neurocomputing, 2019.

• Youmei Zhang, Chunluan Zhou, Faliang Chang and Alex C. Kot, Multi-resolution Attention Convolutional Neural Network for Crowd Counting,  Neurocomputing, 2019.

• Chunluan Zhou and Junsong Yuan, Bi-box Regression for Pedestrian Detection and Occlusion Estimation, ECCV, 2018.

• Kang Dang, Chunluan Zhou, Zhigang Tu, Michael Hoy, Justin Dauwels and Junsong Yuan, Actor-Action Semantic Segmentation with Region Masks, BMVC, 2018.

• Chunluan Zhou and Junsong Yuan, Multi-label Learning of Part Detectors for Heavily Occluded Pedestrian Detection, ICCV, 2017.

• Chunluan Zhou and Junsong Yuan, Learning to Integrate Occlusion-specific Detectors for Heavily Occluded Pedestrian Detection, ACCV, 2016.

• Chunluan Zhou and Junsong Yuan, Non-rectangular Part Discovery for Object Detection, BMVC, 2014.

• Chunluan Zhou and Junsong Yuan, Arbitrary-shape Object Localization using Adaptive Image Grids, ACCV, 2012.

Professional Services

Reviewer for Journals

TIP, TCSVT, TMM, TCYB, TNNLS, PR, Neurocomputing, TCVA, TVCJ, TIIS, Advances in Multimedia

Reviewer for Conferences

CVPR, ICCV, ECCV, ICLR, NeurIPS, ICML, ACM MM, AAAI, WACV, BMVC, ICME, ICIP, PRCV, VCIP, PCM