Publications

Scientific Publications

Xiao J, Jia Y, Jiang X, Wang S (2020) Circular complex-valued GMDH-type neural network for real-valued classification problems. IEEE Transactions on Neural Networks and Learning Systems, 2020. (Accepted, not available online yet)

Xiao J, Tian Y, Xie L, Jiang X, Huang J (2020) A hybrid classification framework based on clustering. IEEE Transactions on Industrial Informatics, 16 (4), p. 2177-2188.

Q. Fu, H. Wang, C. Hu, S. Yue, Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review, Artificial Life, 25(3), 263-311, 2019

Ruituo Jiang, Xu Li, Shaohui Mei, Lixin Li, Shigang Yue, Lei Zhang (2019). Learning spatial and spectral features via 2D-1D generative adversarial network for hyperspectral image super-resolution. The 2019 IEEE International Conference on Image Processing (ICIP2019), pp. 2149-2153, 22-25 September 2019, Taipei, Taiwan. DOI: 10.1109/ICIP.2019.8803200

H. Wang, J. Peng, Q. Fu, H. Wang, S. Yue (2019) Visual cue integration for small target motion detection in natural cluttered backgrounds. IEEE International Joint Conference on Neural Networks (IJCNN), 2019 DOI: 10.1007/978-3-030-19823-7_5

Ruituo Jiang, Xu Li, Ang Gao, Lixin Li, Hongying Meng, Shigang Yue, Lei Zhang (2019). Learning spectral and spatial features based on generative adversarial network for hyperspectral image super-resolution. The 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2019), pp. 3161-3164, 28 July – 2 August 2019, Yokohama, Japan. DOI: 10.1109/IGARSS.2019.8900228

H. Wang, Q. Fu, H. Wang, J. Peng, P. Baxter, C. Hu, S. Yue (2019) Angular velocity estimation of image motion mimicking the honeybee tunnel centring behaviour. IEEE International Joint Conference on Neural Networks (IJCNN), 14-19 July 2019. DOI: 10.1109/IJCNN.2019.8852321

Xuelong Sun; Tian Liu; Cheng Hu; Qinbing Fu; Shigang Yue (2019) ColCOS Φ: A Multiple Pheromone Communication System for Swarm Robotics and Social Insects Research. 2019 IEEE 4th International Conference on Advanced Robotics and Mechatronics (ICARM), 3-5 July 2019, Toyonaka, Japan

Daqi Liu, Nicola Bellotto, Shigang Yue (2019). Deep Spiking Neural Network for Video-Based Disguise Face Recognition Based on Dynamic Facial Movements. IEEE Transactions on Neural Networks and Learning Systems, pp. 1 – 10, 19 July 2019, DOI: 10.1109/TNNLS.2019.2927274. DOI: 10.1109/ICARM.2019.8833989

J. Zhao, X. Ma, Q. Fu, C. Hu, S. Yue (2019) An LGMD based competitive collision avoidance strategy for UAV.15th International Conference on Artificial Intelligence Applications and Innovations (AIAI). April 2019

Hongxin Wang, Jigen Peng, Xuqiang Zheng and Shigang Yue (2019) A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds. IEEE Transactions on Neural Networks and Learning Systems. ISSN: 2162-2388 DOI: 10.1109/TNNLS.2019.2910418

Q. Fu, N. Bellotto, H. Wang, F. C. Rind, H. Wang, S. Yue (2019) A visual neural network for robust collision perception in vehicle driving scenarios. 15th International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2019 DOI: 10.1007/978-3-030-19823-7_5

H. Wang, Q. Fu, H. Wang, J. Peng, S. Yue (2019). Constant angular velocity regulation for visually guided terrain following. 15th International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2019. DOI: 10.1007/978-3-030-19823-7_50

Qinbing Fu, Cheng Hu, Jigen Peng, F, Claire Rind and Shigang Yue (2019). A Robust Collision Perception Visual Neural Network with Specific Selectivity to Darker Objects. IEEE Transactions on Cybernetics 2019. DOI: 10.1109/TCYB.2019.2946090

Other Publications

Featured in Signal Processing on the Move: Research Leads to Innovations in Multiple Forms of Mobile Technologies [Special Reports] – IEEE SIGNAL PROCESSING MAGAZINE September 2019. 1053-5888/19©2019IEEE

 

Ultra-layered perception with brain-inspired information processing for vehicle collision avoidance