🌷 Please see my profile page on Google Scholar which should maintain an up-to-date list of all my publications with full citation information.
🌷 Codes and Demos for the STMD Models are provided and maintained at Github.
Hongxin Wang, Zhiyan Zhong, Fang Lei, Jigen Peng, and Shigang Yue, “Bio-Inspired Small Target Motion Detection with Spatio-Temporal Feedback in Natural Scenes,” IEEE Transactions on Image Processing (T-IP), vol. 33, pp. 451-465, 2024. (pdf)
Hongxin Wang, Jiannan Zhao, Huatian Wang, Cheng Hu, Jigen Peng, and Shigang Yue, “Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets,” IEEE Transactions on Cybernetics (T-CYB), vol. 50, no. 10, pp. 6340-6352, Oct. 2023. (pdf)
Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, and Shigang Yue, “A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 34, no. 1, pp. 316-330, Jan. 2023. (pdf)
Hongxin Wang, Jigen Peng, Xuqiang Zheng, and Shigang Yue, “A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 31, no. 3, pp. 839-853, Mar. 2020. (pdf)
Hongxin Wang, Jigen Peng, and Shigang Yue, “A Directionally Selective Small Target Motion Detecting Visual Neural Network in Cluttered Backgrounds,” IEEE Transactions on Cybernetics (T-CYB), vol. 50, no. 4, pp. 1541-1555, Apr. 2020. (pdf)
Jiannan Zhao, Hongxin Wang, Nicola Bellotto, Cheng Hu, Jigen Peng, and Shigang Yue, “Enhancing LGMD's Looming Selectivity for UAV with Spatial-temporal Distributed Presynaptic Connections,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 34, no. 5, pp. 2539-2553, May 2023. (pdf)
Changsheng Zhou, Chao Yuan, Hongxin Wang, Lei Li, Stefan Oehmcke, Junmin Liu, and Jigen Peng, “Multi-Scale Pseudo Labeling for Unsupervised Deep Edge Detection,” Knowledge-Based Systems, vol. 280, no. 111057, 2023. (pdf)
Huatian Wang, Qinbing Fu, Hongxin Wang, Paul Baxter, Jigen Peng, and Shigang Yue, “A Bioinspired Angular Velocity Decoding Neural Network Model for Visually Guided Flights,” Neural Networks, vol. 136, pp. 180–193, Apr. 2021. (pdf)
Qinbing Fu, Hongxin Wang, Cheng Hu, and Shigang Yue, “Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review,” Artificial Life, vol. 25, no. 3, pp. 263–311, 2019. (pdf)
Hongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, and Shigang Yue, “Visual Cue Integration for Small Target Motion Detection in Natural Cluttered Backgrounds,” in Proceeding IEEE International Joint Conference on Neural Network, Budapest, Hungary, 2019. (pdf)
Hongxin Wang, Jigen Peng, and Shigang Yue, “A Feedback Neural Network for Small Target Motion Detection in Cluttered Backgrounds,” in Proceeding International Conference Artificial Neural Networks, Rhodes, Greece, 2018, pp. 728-737. (pdf)
Hongxin Wang, Jigen Peng, and Shigang Yue, “An Improved LPTC Neural Model for Background Motion Direction Estimation,” in Proceeding Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Lisbon, Portugal, 2017, pp. 47–52. (pdf)
Hongxin Wang, Jigen Peng, and Shigang Yue, “Bio-inspired Small Target Motion Detector with a New Lateral Inhibition Mechanism,” in Proceeding IEEE International Joint Conference on Neural Network, Vancouver, BC, Canada, 2016, pp. 4751—4758. (pdf)