My research interest includes machine learning and pattern recognition, with focus on Person Re-Identification (Re-ID), Hashing, and Generative Adversarial Nets.
I am looking for a Full-Time Job.
News
09/2021: One paper accepted by TNNLS (JCR1, IF=8.793)
03/2021: One paper accepted by ICME 2021
03/2021: One paper accepted by ICRA 2021
01/2021: One paper accepted by TNNLS (JCR1, IF=8.793)
09/2020: Our ReID ToolBox light-reid has been released
09/2020: One paper accepted by ACCV 2020
07/2020: One paper accepted by ECCV 2020
04/2020: One paper accepted by IJCAI 2020
03/2020: One paper accepted by Neural Network (SCI, IF=8.03)
02/2020: One paper accepted by CVPR 2020
11/2019: Two papers accepted by AAAI 2020
10/2019: Visited to Prof. Shaogang Gong, Queen Mary University of London, UK
07/2019: One paper accepted by ICCV 2019
05/2019: One paper accepted by IJCAI 2019
07/2018: One paper accepted by ECCV 2018
Publications(Confs.)
Faster Person Re-Identification Guan’an Wang, Shaogang Gong, Jian Cheng, Zengguang Hou.
European Conference on Computer Vision (ECCV), UK, 2020 [PDF][ArXiv][Code]
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification Guan’an Wang*, Shuo Yang*, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun.
Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 2020 [PDF][ArXiv][Code]
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification Guan’an Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou. Association for the Advancement of Artificial Intelligence (AAAI), New York City, USA, February 2020 [PDF][ArXiv][Code]
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment Guan’an Wang, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou. International Conference on Computer Vision (ICCV), Seoul, Korea, October 2019 [PDF][ArXiv][Code]
Color-Sensitive Person Re-Identification Guan’an Wang, Yang Yang, Jian Cheng, Jinqiao Wang, Zengguang Hou. International Joint Conference on Artificial Intelligence (IJCAI, Oral), Macao, China, August 2019 [PDF]
Semi-Supervised Generative Adversarial Hashing for Image Retrieval Guan’an Wang, Qinghao Hu, Jian Cheng, Zengguang Hou. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018 [PDF]
Efficient Human Pose Estimation by Learning Deeply Aggregated Representations Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, Guan'an Wang, Liang Wang, Yan Huang, Erjin Zhou, Tieniu Tan, Jian Sun. IEEE International Conference on Multimedia and Expo (ICME, Oral), Shenzhen, China, May 2021 [PDF]
Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG Chen-Chen Fan, Haiqun Xie, Hongjun Yang, ZhenLiang Ni, Zeng-Guang Hou, Guan'an Wang, Sheng Chen, Zhijie Fang, Shuyun Huang. IEEE International Conference on Robotics and Automation (ICRA), Xi'an, China, May 2021 [PDF]
Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments Zhen-Liang Ni, Gui-Bin Bian, Guan’an Wang, Xiaohu Zhou, Zeng-Guang Hou, Hua-Bin Chen, Xiao-Liang Xie. Association for the Advancement of Artificial Intelligence (AAAI), New York City, USA, February 2020 [PDF]
BARNet: Bilinear Attention Network with Adaptive Receptive Field for Surgical Instrument Segmentation Zhen-Liang Ni, Gui-Bin Bian, Guan’an Wang, Xiaohu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang. International Joint Conference on Artificial Intelligence (IJCAI), Yokohama, Japan, July 2020 [PDF]
Horizontal Flipping Assisted Disentangled Feature Learning for Semi-Supervised Person Re-Identification Gehan Hao, Yang Yang, Xue Zhou, Guan'an Wang, Zhen Lei. Asian Conference on Computer Vision (ACCV), Kyoto, Japan, November 2020 [PDF]
Publications(Journals)
Adversarial Binary Mutual Learning For Semi-Supervised Deep Hashing Guan’an Wang, Qinghao Hu, Yang Yang, Jian Cheng, Zengguang Hou IEEE Transactions on Neural Networks and Learning Systems (2021, TNNLS, SCI, IF=8.793, JCR1) [PDF]
Cross-Modality Paired-Images Generation and Augmentation for RGB-Infrared Person Re-Identification Guan’an Wang*, Yang Yang*, Tianzhu Zhang, Jian Cheng, Zengguang Hou, Prayag Tiwari, Hari Mohan Pandey Neural Networks (2020, NN, SCI, IF=8.03, JCR2) [PDF]
Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Re-Identification
Yang Yang*, Guan’an Wang*, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei IEEE Transactions on Neural Networks and Learning Systems (2021, TNNLS, SCI, IF=8.793, JCR1) [PDF]
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