Unsupervised Scale-Consistent Depth Learning from Video

Journal paper
Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid
International Journal of Computer Vision (2021). https://doi.org/10.1007/s11263-021-01484-6
Publication year: 2021

SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection

Journal paper
Yun Liu, Xin-Yu Zhang, Jia-Wang Bian, Le Zhang, Ming-Ming Cheng
IEEE Transactions on Image Processing, vol. 30, pp. 3804-3814, 2021, doi: 10.1109/TIP.2021.3065239
Publication year: 2021

Regularized Densely-Connected Pyramid Network for Salient Instance Segmentation

Journal paper
Yu-Huan Wu, Yun Liu, Le Zhang, Wang Gao, and Ming-Ming Cheng
IEEE Transactions on Image Processing, vol. 30, pp. 3897-3907, 2021, doi: 10.1109/TIP.2021.3065822
Publication year: 2021

Learning Clustering for Motion Segmentation

Journal paper
Xun Xu, Loong-Fah Cheong, Zhuwen Li, Le Zhang and Ce Zhu
IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2021.3069094
Publication year: 2021

Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains

Journal paper
Cen Chen, Xiaofeng Zou, Zeng Zeng, Zhongyao Cheng, Le Zhang, Steven C. H. Hoi
IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2020.2998126.
Publication year: 2021

WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests

Journal paper
Le Zhang, Zhenghua Chen, Wei Cui, Bing Li, Cen Chen, Zhiguang Cao, Kaizhou Gao
IEEE Internet of Things Journal, vol. 7, no. 11, pp. 10773-10781, Nov. 2020, doi: 10.1109/JIOT.2020.2986685
Publication year: 2020

Using reinforcement learning to minimize the probability of delay occurrence in transportation

Journal paper
Zhiguang Cao , Hongliang Guo , Wen Song, Kaizhou Gao, Zhenghua Chen , Le Zhang, and Xuexi Zhang
IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 2424-2436, March 2020, doi: 10.1109/TVT.2020.2964784
Publication year: 2020

PersEmoN: a deep network for joint analysis of apparent personality, emotion and their relationship

Journal paper
Le Zhang, Songyou Peng, Stefan Winker
IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2019.2951656
Publication year: 2020

Ordered or Orderless: A Revisit for Video based Person Re-Identification

Journal paper
Le Zhang, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 4, pp. 1460-1466, doi: 10.1109/TPAMI.2020.2976969.
Publication year: 2020

Locality-Aware Crowd Counting

Journal paper
Joey Tianyi Zhou, Le Zhang*, Jiawei Du, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu
IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. , no. 01, pp. 1-1, 5555. doi: 10.1109/TPAMI.2021.3056518
Publication year: 2020

GMS: Grid-Based Motion Statistics for Fast, Ultra-robust Feature Correspondence

Journal paper
Jia-Wang Bian, Wen-Yan Lin, Yun Liu, Le Zhang , Sai-Kit Yeung, Ming-Ming Cheng, Ian Reid
International Journal of Computer Vision, 1580–1593 (2020). https://doi.org/10.1007/s11263-019-01280-3
Publication year: 2020

Attention-Driven Loss for Anomaly Detection in Video Surveillance

Journal paper
Joey Tianyi Zhou, Le Zhang*, Zhiwen Fang, Jiawei Du, Xi Peng, Yang Xiao
IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 12, pp. 4639-4647, doi: 10.1109/TCSVT.2019.2962229
Publication year: 2020

WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM

Journal paper
Zhenghua Chen , Le Zhang , Chaoyang Jiang , Zhiguang Cao, and Wei Cui
IEEE Transactions on Mobile Computing, vol. 18, no. 11, pp. 2714-2724, 1 Nov. 2019, doi: 10.1109/TMC.2018.2878233
Publication year: 2019

Richer Convolutional Features for Edge Detection

Journal paper
Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Jia-Wang Bian, Le Zhang, Xiang Bai, Jinhui Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 8, pp. 1939-1946, 1 Aug. 2019, doi: 10.1109/TPAMI.2018.2878849.
Publication year: 2019

Nonlinear Regression Via Deep Negative Correlation Learning

Journal paper
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng and Zeng Zeng
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 3, pp. 982-998, doi: 10.1109/TPAMI.2019.2943860.
Publication year: 2019

Benchmarking Ensemble Classifiers with Novel Co-trained Kernel Ridge Regression and Random Vector Functional link Ensembles [research frontier]

Journal paper
Le Zhang, P.N. Suganthan
IEEE Computational Intelligence Magazine, vol. 12, no. 4, pp. 61-72, Nov. 2017, doi: 10.1109/MCI.2017.2742867
Publication year: 2017