Publications

2021

Yun Liu; Ming-Ming Cheng; Deng-Ping Fan; Le Zhang; JiaWang Bian; Dacheng Tao

Semantic edge detection with diverse deep supervision Journal Article

In: IJCV, 2021.

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Xun Xu; Loong-Fah Cheong; Zhuwen Li; Le Zhang; Ce Zhu;

Learning Clustering for Motion Segmentation Journal Article

In: IEEE TCSVT, 2021.

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Le Zhang; Wei Cui; Bing Li; Zhenghua Chen; Min Wu; Teo Sin Gee

Privacy-Preserving Cross-Environment Human Activity Recognition Journal Article

In: IEEE TCybernetics, 2021.

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Yining Ma; Jingwen Li; Zhiguang Cao; Wen Song; Le Zhang; Zhenghua Chen; Jing Tang

Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer Inproceedings

In: NeurIPS, 2021.

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Le Zhang; Zenglin Shi; Ming-Ming Cheng; Yun Liu; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng

Nonlinear Regression via Deep Negative Correlation Learning Journal Article

In: IEEE TPAMI, 43 (3), pp. 982-998, 2021.

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Wanyue Zhang; Xun Xu; Fayao Liu; Le Zhang; Chuan-Sheng Foo

On Automatic Data Augmentation for 3D Point Cloud Classification Proceeding

BMVC, 2021.

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Yu-Huan Wu; Yun Liu; Le Zhang; Wang Gao; Ming-Ming Cheng

Regularized Densely-Connected Pyramid Network for Salient Instance Segmentation Journal Article

In: IEEE TIP, 30 , pp. 3897-3907, 2021.

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Wei Wang Wei Cui Bing Li; Min Wu

Two-Stream Convolution Augmented Transformer for Human Activity Recognition Inproceedings

In: AAAI, 2021.

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Jia-Wang Bian; Huangying Zhan; Naiyan Wang; Zhichao Li; Le Zhang; Chunhua Shen; Ming-Ming Cheng; Ian Reid

Unsupervised Scale-consistent Depth Learning from Video Journal Article

In: IJCV, 2021.

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Yun Liu; Xin-Yu Zhang; Jia-Wang Bian; Le Zhang; Ming-Ming Cheng

Samnet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection Journal Article

In: IEEE TIP, 30 , pp. 3804–3814, 2021.

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Joey Tianyi Zhou; Le Zhang*; Jiawei Du; Xi Peng; Zhiwen Fang; Zhe Xiao; Hongyuan Zhu;

Locality-Aware Crowd Counting Journal Article

In: IEEE TPAMI, 2021.

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2020

Le Zhang; Zhenghua Chen; Wei Cui; Bing Li; Cen Chen; Zhiguang Cao; Kaizhou Gao

Wifi-based indoor robot positioning using deep fuzzy forests Journal Article

In: IEEE Internet of Things Journal, 7 (11), pp. 10773–10781, 2020.

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Zhiguang Cao; Hongliang Guo; Wen Song; Kaizhou Gao; Zhenghua Chen; Le Zhang; Xuexi Zhang

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

In: IEEE transactions on vehicular technology, 69 (3), pp. 2424–2436, 2020.

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Cen Chen; Xiaofeng Zou; Zeng Zeng; Zhongyao Cheng; Le Zhang; Steven CH Hoi

Exploring structural knowledge for automated visual inspection of moving trains Journal Article

In: IEEE transactions on cybernetics, 2020.

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JiaWang Bian; Wen-Yan Lin; Yun Liu; Le Zhang; Sai-Kit Yeung; Ming-Ming Cheng; Ian Reid

GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence Journal Article

In: IJCV, 2020.

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Le Zhang; Zenglin Shi; Joey Tianyi Zhou; Ming-Ming Cheng; Yun Liu; Jia-Wang Bian; Zeng Zeng; Chunhua Shen

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

In: IEEE TPAMI, 2020.

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2019

Jia-Xing Zhao; Yang Cao; Deng-Ping Fan; Ming-Ming Cheng; Xuan-Yi Li; Le Zhang

Contrast prior and fluid pyramid integration for RGBD salient object detection Inproceedings

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 3927–3936, 2019.

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Le Zhang; Songyou Peng; Stefan Winkler

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

In: IEEE Transactions on Affective Computing, 2019.

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Joey Tianyi Zhou; Le Zhang; Zhiwen Fang; Jiawei Du; Xi Peng; Yang Xiao

Attention-driven loss for anomaly detection in video surveillance Journal Article

In: IEEE TCSVT, 30 (12), pp. 4639–4647, 2019.

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2018

Zenglin Shi; Le Zhang; Yun Liu; Xiaofeng Cao; Yangdong Ye; Ming-Ming Cheng; Guoyan Zheng

Crowd counting with deep negative correlation learning Inproceedings

In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 5382–5390, 2018.

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Chen Wang; Le Zhang; Lihua Xie; Junsong Yuan

Kernel cross-correlator Inproceedings

In: Proceedings of the AAAI Conference on Artificial Intelligence, 2018.

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Yun Liu; Peng-Tao Jiang; Vahan Petrosyan; Shi-Jie Li; Jiawang Bian; Le Zhang 0001; Ming-Ming Cheng

DEL: Deep Embedding Learning for Efficient Image Segmentation. Inproceedings

In: IJCAI, pp. 870, 2018.

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Zenglin Shi; Guodong Zeng; Le Zhang; Xiahai Zhuang; Lei Li; Guang Yang; Guoyan Zheng

Bayesian voxdrn: A probabilistic deep voxelwise dilated residual network for whole heart segmentation from 3d mr images Inproceedings

In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 569–577, Springer 2018.

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Jufeng Yang; Liyi Chen; Le Zhang; Xiaoxiao Sun; Dongyu She; Shao-Ping Lu; Ming-Ming Cheng

Historical context-based style classification of painting images via label distribution learning Inproceedings

In: Proceedings of the 26th ACM international conference on Multimedia, pp. 1154–1162, 2018.

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Zhenghua Chen; Le Zhang; Chaoyang Jiang; Zhiguang Cao; Wei Cui

WiFi CSI based passive human activity recognition using attention based BLSTM Journal Article

In: IEEE Transactions on Mobile Computing, 18 (11), pp. 2714–2724, 2018.

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2017

Le Zhang; Jagannadan Varadarajan; Ponnuthurai Nagaratnam Suganthan; Narendra Ahuja; Pierre Moulin

Robust visual tracking using oblique random forests Inproceedings

In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 5589–5598, 2017.

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Le Zhang; Ponnuthurai Nagaratnam Suganthan

Benchmarking ensemble classifiers with novel co-trained kernel ridge regression and random vector functional link ensembles [research frontier] Journal Article

In: IEEE Computational Intelligence Magazine, 12 (4), pp. 61–72, 2017.

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