Yu Zhou
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Publications

Shi Gong, Xiaoqing Ye, Xiao Tan, Jingdong Wang, Errui Ding, Yu Zhou, Xiang Bai. GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation. European Conference on Computer Vision(ECCV), 2022. [arXiv:2204.07733] [Code]
Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng. Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays. The 25th Medical Image Computing Computer Assisted Intervention (MICCAI), 2022. [arXiv:2206.03935] [Code]
Tianxi Wang, Feng Xue, Yu Zhou*, Anlong Ming. MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners. IEEE Transactions on Cybernetics. 2022. [Paper] [arXiv:2204.06833]
Dingkang Liang, Xiwu Chen, Wei Xu, Yu Zhou, Xiang Bai. TransCrowd: Weakly-Supervised Crowd Counting with Transformer. SCIENCE CHINA Information Sciences. 65: 160104, 2022. [arXiv:2111.04987] [Code]
罗东亮, 蔡雨萱, 杨子豪, 章哲彦, 周瑜*, 白翔* 工业缺陷检测深度学习方法综述, 中国科学: 信息科学. 52:06, 2022.
Shi Gong#, Huan Zhou#, Feng Xue, Yiqun Li, Yu Zhou*. FastRoadSeg: Fast Monocular Road Segmentation Network. IEEE Transactions on Intelligent Transportation Systems. 2022.
Yuzhe Gao#, Xing Li#, Jiajian Zhang#, Yu Zhou*, Dian Jin, Jing Wang, Shenggao Zhu, Xiang Bai. Video Text Tracking With a Spatio-Temporal Complementary Model. IEEE Transactions on Image Processing. Volume: 30, Page(s): 9321 - 9331, 2021. [Paper] [arXiv:2111.04987] [Code]
Cong Fang, Song Bai, Qianlan Chen, Yu Zhou, Liming Xia, Lixin Qin, Shi Gong, Xudong Xie, Chunhua Zhou, Dandan Tu, Changzheng Zhang, Xiaowu Liu, Weiwei Chen, XiangBai, Philip H.S. Torr. Deep Learning for Predicting COVID-19 Malignant Progression. Medical Image Analysis, Volume 72, August 2021, 102096.
Feng Xue#, Junfeng Cao#, Yu Zhou*, Fei Sheng, Yankai Wang, Anlong Ming. Boundary-induced and Scene-aggregated Network for Monocular Depth Prediction. Pattern Recognition (PR), Volume 115, July 2021, 107901. [Paper] [Code]
Feng Xue, Anlong Ming, Yu Zhou*. Tiny Obstacle Discovery by Occlusion-aware Multilayer Regression. IEEE Transactions on Image Processing (TIP). Volume 29, Page(s): 9373 - 9386, 2020. [Paper]
Xiaolong Liu, Yuchao Sun, Jianghu Lu, Cong Yao, Yu Zhou*. Self-Similarity Action Proposal. IEEE Signal Processing Letters (SPL). 2020. [Paper]
Xiang Bai#, Cong Fang#, Yu Zhou#, Song Bai#, Zaiyi Liu#, Qianlan Chen#, Yongchao Xu#, Tian Xia#, Shi Gong, Xudong Xie, Dejia Song, Ronghui Du, Chunhua Zhou, Chengyang Chen, Dianer Nie, Dandan Tu, Changzheng Zhang, Xiaowu Liu, Lixin Qin, Weiwei Chen. Predicting COVID-19 malignant progression with AI techniques. [medRxiv2020.03.20.20037325] doi:https://doi.org/10.1101/2020.03.20.20037325
Zhe Liu, Xin Zhao, Tengteng Huang, Ruolan Hu, Yu Zhou, Xiang Bai. TANet: Robust 3D Object Detection from Point Clouds with Triple Attention. In: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020. (Oral Presentation) [arXiv:1912.05163] [Code]
Rui Lu, Feng Xue, Menghan Zhou Anlong Ming and Yu Zhou*, Occlusion-shared and Feature-separated Network for Occlusion Relationship Reasoning. In: Proceedings of International Conference on Computer Vision(ICCV), 2019. [arXiv:1908.05898] [Code]
Feng Xue, Anlong Ming, Menghan Zhou and Yu Zhou*, A Novel Multi-layers Framework for Tiny Obstacle Discovery. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2019. [Paper] [arXiv:1904.10161] [Code]
Rui Lu, Menghan Zhou, Anlong Ming and Yu Zhou*, Context-Constrained Accurate Contour Extraction for Occlusion Edge Detection. In: Proceeding of IEEE International Conference on Multimedia and Expo (ICME), 2019. [Paper] [arXiv:1903.08890]
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Yu Zhou, Zheng Wang, and Xiaojie Guo. Visual Homing via Guided Locality Preserving Matching. IEEE International Conference on Robotics and Automation (ICRA), 2018. [Paper]
Bo Li, Caiming Xiong, Tianfu Wu, Yu Zhou, Lun Zhang, Rufeng Chu, Neural Abstract Style Transfer for Chinese Traditional Painting, Asian Conference on Computer Vision (ACCV), 2018. [arXiv:1812.03264] [Project Page]
Menghan Zhou, Jianxiang Ma, Anlong Ming, Yu Zhou*, Objectness-aware Tracking via Double Layer Model. In: Proceedings of the 25th IEEE International Conference on Image Processing (ICIP), 2018 [Paper]
Yu Zhou, Jianxiang Ma, Anlong Ming, Xiang Bai, Learning Training Samples for Occlusion Edge Detection and Its Application in Depth Ordering Inference, In: Proceedings of the 24th International Conference on Pattern Recognition (ICPR), 2018 [Paper]
Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang and Yu Zhou*, Object-level Proposals, in Proceedings of International Conference on Computer Vision(ICCV), 2017. [Paper]
Yu Zhou, Xiang Bai, Wenyu Liu, Longin Jan Latecki, Similarity Fusion for Visual Tracking, International Journal of Computer Vision (IJCV), 118(3): 337-363, 2016. [Paper]
Yu Zhou, Anlong Ming, Human Action Recognition with Skeleton Induced Discriminative Approximate Rigid Part Model, Pattern Recognition Letters (PRL), 83(3): 261-267, 2016 [Paper]
Anlong Ming, Tianfu Wu, Jianxiang Ma, Fang Sun, and Yu Zhou, Monocular Depth Ordering Reasoning with Occlusion Edge Detection and Couple Layers Inference. IEEE Intelligent Systems. 31(2), 2016, pp: 54-65.
Anlong Ming, Baofeng Xun, Jia Ni, Mingfei Gao,Yu Zhou*. Learning Discriminative Occlusion Feature for Depth Ordering Inference on Monocular Image, In: Proceedings of the 22th IEEE International Conference on Image Processing (ICIP), 2015
Yu Zhou, Yinfei Yang, Meng Yi, Xiang Bai, Wenyu Liu, Longin Jan Latecki. Online Multiple Person Detection and Tracking from Mobile Robot in Cluttered Indoor Environments with Depth Camera. International Journal of Pattern Recognition and Artificial Intelligence, (IJPRAI), 2014
Xu Min, Yu Zhou, Shu Liu, Xiang Bai, "Real-time Object Tracking via Optimal Feature Subspace" In: Proceedings of the 21th IEEE International Conference on Image Processing (ICIP), 2014
Quan Zhou, Ji Chen, Shiwei Ren, Yu Zhou, Jun Chen, Wenyu Liu. On Contrast Combinations for Visual Saliency Detection. The 20th International Conference on Image Processing (ICIP), 2013
Yu Zhou, Xiang Bai, Wenyu Liu, Longin Jan Latecki. Fusion with Diffusion for Robust Visual Tracking. The 26th Annual Conference on Neural Information Processing System (NIPS), 2012 [Paper]
Meng Yi, Yinfei Yang, Wenjing Qi, Yu Zhou, Yunfeng Li, Zygmunt Pizlo and Longin Jan Latecki Navigation toward Non-static Target Object using Footprint Detection based Tracking. The 11th Asian Conference on Computer Vision (ACCV), 2012
Zhijun Yao, Yu Zhou, Juntao Liu and Wenyu Liu, A Fast and Effective Model-based Particle Filtering Object Tracking Algorithm.The 21st International Conference on Pattern Recognition (ICPR), 2012
Jiayi Ma, Ji Zhao, Yu Zhou and Jinwen Tian. Mismatch Removal via Coherent Spatial Mapping. The 19th International Conference on Image Processing (ICIP), 2012