Gang Wang,  Ph.D.

Associate Professor

Institute of Data Science and Statistics, School of Statistics and Management

Shanghai University of Finance and Economics, China

Email: gwang [[DOT]] cv [[AT]] gmail [[DOT]] com

Google Scholar

Research interests: 

• Computer Vision

• Pattern Recognition

• Image Processing

• Data Analysis

Reviewer for the following conferences and journals: 

• AAAI 2026/2025/2024/2023/2020 PC Member

• ICASSP 2023 (CCF-B)

• ICME 2025/2023/2022/2021  (CCF-B)

• ICPR 2018   (CCF-C) 

• IEEE Transactions on Image Processing  (CCF-A)

• IEEE Transactions on Multimedia  (CCF-B)

• IEEE Transactions on Automation Science and Engineering  (CCF-B)

• IEEE Transactions on Geoscience and Remote Sensing

• IEEE Journal of Biomedical and Health Informatics  (CCF-C)

• IEEE Signal Processing Letters  (CCF-C)

• IEEE/CAA Journal of Automatica Sinica

• IEEE Access

• Pattern Recognition  (CCF-B)

• Information Fusion

• Signal Processing  (CCF-C)

• Knowledge-Based Systems  (CCF-C)

• Neurocomputing  (CCF-C)

• Applied Intelligence  (CCF-C)

• International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems  (CCF-C)

• ISPRS Journal of Photogrammetry and Remote Sensing

• Biomedical Optics Express

• Journal of Ambient Intelligence and Humanized Computing

• Journal of Medical Imaging and Health Informatics

• Applied Soft Computing

• Multidimensional Systems and Signal Processing

• Big Data Research

Publications:      

2024

• Gang Wang, Yufei Chen, Bin Wu, CHCANet: Two-view Correspondence Pruning with Consensus-Guided Hierarchical Context Aggregation, Pattern Recognition, 2024, InPress. (CCF-B)

• Gang Wang, Yufei Chen, Two-view Correspondence Learning with Local Consensus Transformer, IEEE Transactions on Neural Networks and Learning Systems, 2024, InPress. (CCF-B)

• Gang Wang, LPOT: Locality-Preserving Gromov-Wasserstein Discrepancy for Nonrigid Point Set Registration, IEEE Transactions on Neural Networks and Learning Systems, 2024, Vol. 35, Issue 7, pp. 9213-9225. [link] (CCF-B)

• Jian Zhao, Ning Jia, Xianhui Liu, Gang Wang, Weidong Zhao, A Practical Unified Network for Localization and Recognition of Arbitrary-oriented Container code and type, IEEE Transactions on Instrumentation and Measurement, 2024. Vol. 73, 4505110.

2023

• Gang Wang, Yufei Chen, Local Consensus Transformer for Correspondence Learning, IEEE International Conference on Multimedia and Expo, 2023. (CCF-B)

• Gang Wang, Yufei Chen, MCNet: Multiscale Clustering Network for Two-view Geometry Learning and Feature Matching, IEEE/CAA Journal of Automatica Sinica, 2023, Vol.10 Issue 6, pp. 1507-1509. 

• Gang Wang, Haibo Shi, Yufei Chen, Bin Wu, Unsupervised Image-to-Image Translation via Long-Short Cycle-Consistent Adversarial Networks, Applied Intelligence, 2023, Vol. 53, pp. 17243–17259. [link] 

2021

• Gang Wang, Haibo Shi, Yufei Chen, Self-Augmentation with Dual-Cycle Constraint for Unsupervised Image-to-Image Generation, IEEE International Conference on Tools with Artificial intelligence, 2021. 

• Gang Wang, Yufei Chen, Robust Feature Matching Using Guided Local Outlier Factor, Pattern Recognition, 2021, Vol. 117, pp. 107986. [link ] [code ] (CCF-B)

• Chonglin Chen, Gang Wang*, IOSUDA: An Unsupervised Domain Adaptation with Input and Output Space Alignment for Joint Optic Disc and Cup Segmentation, Applied Intelligence, 2021, Vol. 51, pp. 3880-3898.  [link] [code] 

2020

• Gang Wang, Yufei Chen, SCM: Spatially Coherent Matching With Gaussian Field Learning for Nonrigid Point Set Registration, IEEE Transactions on Neural Networks and Learning Systems, 2020, Vol. 32, No. 1, pp. 203-213. [link] (CCF-B)

2019

• Yufei Chen, Cheng Zhang, Xianhui Liu, Gang Wang, Focal Liver Lesion Classification Based on Receiver Operating Characteristic Analysis. Journal of Medical Imaging and Health Informatics, 2019, Vol. 9, No. 2, pp. 284-292. [link]

2018

• Gang Wang, Yufei Chen, Haotian Zhang, Spatially Coherent Matching for Robust Registration. The 24th International Conference on Pattern Recognition (ICPR), IEEE, 2018,  pp. 1133-1138.  [link]  

• Haotian Zhang, Xianhui Liu, Gang Wang, Yufei Chen, Weidong Zhao, An automated point set registration framework for multimodal retinal image, The 24th International Conference on Pattern Recognition (ICPR), IEEE, 2018, pp. 2857-2862. 

• Gang Wang, Yufei Chen, Xiangwei Zheng, Gaussian Field Consensus: A Robust Nonparametric Matching Method for Outlier Rejection. Pattern Recognition, 2018, Vol. 74, pp. 305-316.  [link] [code]  (CCF-B)

2017

• Gang Wang, Yufei Chen, Fuzzy Correspondences Guided Gaussian Mixture Model for Point Set Registration. Knowledge-Based Systems, Vol. 136, November 2017, pp. 200-209.  [link]  

• Gang Wang, Qiangqiang Zhou, Yufei Chen, Robust Non-rigid Point Set Registration Using Spatially Constrained Gaussian Fields. IEEE Transactions on Image Processing, 2017, Vol. 26, No. 4, pp. 1759-1769.  [link]  (CCF-A)

2016

• Gang Wang, Zhicheng Wang, Yufei Chen, Qiangqiang Zhou, and Weidong Zhao, Removing Mismatches for Retinal Image Registration via Multi-Attribute-Driven Regularized Mixture Model. Information Sciences, 2016, Vol. 372, pp. 492-504. [link]  (CCF-B)

• Gang Wang, Zhicheng Wang, Yufei Chen, Xianhui Liu, Yingchun Ren, Lei Peng, Learning Coherent Vector Fields for Robust Point Matching under Manifold Regularization. Neurocomputing, 2016, Vol. 216, pp. 393-401. [link] [code]  

• Gang Wang, Zhicheng Wang, Yufei Chen, Qiangqiang Zhou, Weidong Zhao, Context-Aware Gaussian Fields for Non-rigid Point Set Registration. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, Las Vegas, Nevada, USA, pp. 5811-5819. [link] [demo]  (CCF-A)

• Yufei Chen, Xiaodong Yue, Caiming Zhong, Gang Wang, Functional Region Annotation of Liver CT Image Based on Vascular Tree. BioMed Research International, 2016, Vol. 2016, Article ID 5428737. [link]

2015

• Gang Wang, Zhicheng Wang, Yufei Chen, Weidong Zhao, Xianhui Liu, Fuzzy Correspondences and Kernel Density Estimation for Contaminated Point Set Registration. IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 9-12, Hong Kong, pp. 1936-1941. [link]  

• Gang Wang, Zhicheng Wang, Yufei Chen, Weidong Zhao, A Robust Non-rigid Point Set Registration Method Based on Asymmetric Gaussian Representation. Computer Vision and Image Understanding, 2015, Vol. 141, pp. 67-80. [link] [code]  (CCF-B)

• Gang Wang, Zhicheng Wang, Yufei Chen, Weidong Zhao, Robust Point Matching Method for Multimodal Retinal Image Registration. Biomedical Signal Processing and Control, 2015, Vol. 19, pp. 68–76. [link] [code]

2014

• Gang Wang, Zhicheng Wang, Weidong Zhao, Qiangqiang Zhou, Robust Point Matching using Mixture of Asymmetric Gaussians for Nonrigid Transformation. The 12th Asian Conference on Computer Vision (ACCV), Nov 1-5, 2014, Singapore, pp. 433-444. [link] [code]  

Repo:      

• Gang Wang, Point-Set-Matching-Registration-Material,  A list of point set matching & point set registration resources. [Github]