Tie-Jun Huang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

Negative Matrix Factorization

Signal Reconstruction

Top Venues

IEEE Trans. Multim.

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yijia Guo, Liwen Hu, Lei Ma, Tie-Jun Huang
SpikeGS: Reconstruct 3D scene via fast-moving bio-inspired sensors. CoRR (2024)
Yujia Liu, Tong Bu, Jianhao Ding, Zecheng Hao, Tie-Jun Huang, Zhaofei Yu
Enhancing Adversarial Robustness in SNNs with Sparse Gradients. CoRR (2024)
Gaole Dai, Zhenyu Wang, Qinwen Xu, Ming Lu, Wen Chen, Boxin Shi, Shanghang Zhang, Tie-Jun Huang
SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera. CoRR (2024)
Jianhao Ding, Zhiyu Pan, Yujia Liu, Zhaofei Yu, Tie-Jun Huang
Robust Stable Spiking Neural Networks. CoRR (2024)
Zhixuan Li, Weining Ye, Tingting Jiang, Tie-Jun Huang
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation. IEEE Trans. Multim. 26 (2024)
Jiyuan Zhang, Kang Chen, Shiyan Chen, Yajing Zheng, Tie-Jun Huang, Zhaofei Yu
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion. CoRR (2024)
Shanghang Zhang, Gaole Dai, Tie-Jun Huang, Jianxu Chen
Multimodal Large Language Models for Bioimage Analysis. CoRR (2024)
Yajing Zheng, Zhaofei Yu, Song Wang, Tie-Jun Huang
Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning. IEEE Trans. Image Process. 32 (2023)
Xijie Xiang, Lin Zhu, Jianing Li, Yixuan Wang, Tie-Jun Huang, Yonghong Tian
Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Qiang Yu, Jialu Gao, Jianguo Wei, Jing Li, Kay Chen Tan, Tie-Jun Huang
Improving Multispike Learning With Plastic Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jianing Li, Yihua Fu, Siwei Dong, Zhaofei Yu, Tie-Jun Huang, Yonghong Tian
Asynchronous Spatiotemporal Spike Metric for Event Cameras. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Tie-Jun Huang, Song Wang
Capture the Moment: High-Speed Imaging With Spiking Cameras Through Short-Term Plasticity. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Jin Han, Yixin Yang, Peiqi Duan, Chu Zhou, Lei Ma, Chao Xu, Tie-Jun Huang, Imari Sato, Boxin Shi
Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Haoyu Chen, Minggui Teng, Boxin Shi, Yizhou Wang, Tie-Jun Huang
A Residual Learning Approach to Deblur and Generate High Frame Rate Video With an Event Camera. IEEE Trans. Multim. 25 (2023)
Ruohua Shi, Keyan Bi, Kai Du, Lei Ma, Fang Fang, Lingyu Duan, Tingting Jiang, Tie-Jun Huang
PS-Net: human perception-guided segmentation network for EM cell membrane. Bioinform. 39 (8) (2023)
Yiyang Zhang, Ruiqin Xiong, Tie-Jun Huang
Spike Signal Reconstruction Based on Inter-Spike Similarity. VCIP (2022)
Yi-Jun Zhang, Zhaofei Yu, Jian K. Liu, Tie-Jun Huang
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches. Int. J. Autom. Comput. 19 (5) (2022)
Jiyuan Zhang, Lulu Tang, Zhaofei Yu, Jiwen Lu, Tie-Jun Huang
Spike Transformer: Monocular Depth Estimation for Spiking Camera. ECCV (7) (2022)
Yaoyu Zhu, Yu Zhang, Xiaodong Xie, Tie-Jun Huang
An FPGA Accelerator for High-Speed Moving Objects Detection and Tracking With a Spike Camera. Neural Comput. 34 (8) (2022)
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tie-Jun Huang, Jian K. Liu
Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. IEEE Trans. Cybern. 52 (6) (2022)
Chong Zhang, Zongxian Li, Jingjing Liu, Peixi Peng, Qixiang Ye, Shijian Lu, Tie-Jun Huang, Yonghong Tian
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection. IEEE Trans. Multim. 24 (2022)
Xiaolong Zou, Tie-Jun Huang, Si Wu
Towards a New Paradigm for Brain-inspired Computer Vision. Int. J. Autom. Comput. 19 (5) (2022)
Liuyuan He, Yutao He, Lei Ma, Tie-Jun Huang
A theoretical model reveals specialized synaptic depressions and temporal frequency tuning in retinal parallel channels. Frontiers Comput. Neurosci. 16 (2022)
Peiqi Duan, Zihao W. Wang, Boxin Shi, Oliver Cossairt, Tie-Jun Huang, Aggelos K. Katsaggelos
Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Yanchen Dong, Jing Zhao, Ruiqin Xiong, Tie-Jun Huang
High-Speed Scene Reconstruction from Low-Light Spike Streams. VCIP (2022)
Tie-Jun Huang, Yongliang Liu
Basic Considerations on AVS DRM Architecture. J. Comput. Sci. Technol. 21 (3) (2006)