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ORCIDTiejun Huang 0001
- > Home > Persons > Tiejun Huang 0001
Publications
- 2025
[i100]Kang Chen, Yajing Zheng, Tie-Jun Huang, Zhaofei Yu:
Rethinking High-speed Image Reconstruction Framework with Spike Camera. CoRR abs/2501.04477 (2025)- [i97]Hanwen Liang, Xian Zhong, Wenxuan Liu, Yajing Zheng, Wenxin Huang, Zhaofei Yu, Tiejun Huang:
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams. CoRR abs/2503.20315 (2025) - 2024
- [c252]Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang:
Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera. AAAI 2024: 637-645 - [c241]Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang:
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment. CVPR 2024: 25047-25057 - [c225]Jiyuan Zhang
, Kang Chen, Shiyan Chen, Yajing Zheng, Tiejun Huang, Zhaofei Yu:
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion. ACM Multimedia 2024: 9194-9203 - [c220]Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu:
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams. NeurIPS 2024 - [c216]Yajing Zheng, Jiyuan Zhang, Zhaofei Yu, Tiejun Huang:
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation. NeurIPS 2024 - [i87]Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu:
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams. CoRR abs/2403.09486 (2024) - [i79]Baoyue Zhang, Yajing Zheng, Shiyan Chen, Jiyuan Zhang, Kang Chen, Zhaofei Yu, Tiejun Huang:
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions. CoRR abs/2406.00383 (2024) - [i76]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 abs/2407.10062 (2024) - [i67]Kang Chen, Jiyuan Zhang, Zecheng Hao, Yajing Zheng, Tie-Jun Huang, Zhaofei Yu:
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting. CoRR abs/2411.10504 (2024) - 2023
- [j120]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): 8127-8142 (2023) - [j115]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: 335-349 (2023) - [c200]Shiyan Chen, Jiyuan Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu:
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams. NeurIPS 2023 - [i57]Yajing Zheng, Jiyuan Zhang, Rui Zhao, Jianhao Ding, Shiyan Chen, Ruiqin Xiong, Zhaofei Yu, Tiejun Huang:
SpikeCV: Open a Continuous Computer Vision Era. CoRR abs/2303.11684 (2023) - [i51]Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang:
Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views. CoRR abs/2307.00821 (2023) - 2022
- [j97]Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu:
Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. IEEE Trans. Cybern. 52(1): 39-50 (2022) - [i46]Tiejun Huang, Yajing Zheng, Zhaofei Yu, Rui Chen, Yuan Li, Ruiqin Xiong, Lei Ma, Junwei Zhao, Siwei Dong, Lin Zhu, Jianing Li, Shanshan Jia, Yihua Fu, Boxin Shi, Si Wu, Yonghong Tian:
1000x Faster Camera and Machine Vision with Ordinary Devices. CoRR abs/2201.09302 (2022) - 2021
- [j90]Yajing Zheng, Shanshan Jia, Zhaofei Yu, Jian K. Liu, Tiejun Huang:
Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. Patterns 2(10): 100350 (2021) - [c170]Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi, Yonghong Tian, Tiejun Huang:
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras. CVPR 2021: 6358-6367 - 2020
- [j84]Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Siwei Ma, Tiejun Huang, Jian K. Liu:
Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Networks 125: 19-30 (2020) - [j83]Yajing Zheng, Shanshan Jia, Zhaofei Yu, Tiejun Huang, Jian K. Liu, Yonghong Tian:
Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. Neural Networks 126: 42-51 (2020) - 2019
- [i22]Yajing Zheng, Zhaofei Yu, Shanshan Jia, Jian K. Liu, Tiejun Huang, Yonghong Tian:
Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation. CoRR abs/1902.08411 (2019) - [i20]Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu:
Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks. CoRR abs/1904.13007 (2019) - 2018
- [i10]Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu:
Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks. CoRR abs/1811.02290 (2018)
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