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Yajing Zheng
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High-speed image reconstruction through short-term plasticity for spiking cameras
Y Zheng, L Zheng, Z Yu, B Shi, Y Tian, T Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
472021
Reconstruction of natural visual scenes from neural spikes with deep neural networks
Y Zhang, S Jia, Y Zheng, Z Yu, Y Tian, S Ma, T Huang, JK Liu
Neural Networks 125, 19-30, 2020
462020
1000× faster camera and machine vision with ordinary devices
T Huang, Y Zheng, Z Yu, R Chen, Y Li, R Xiong, L Ma, J Zhao, S Dong, ...
Engineering 25, 110-119, 2023
412023
Toward the next generation of retinal neuroprosthesis: Visual computation with spikes
Z Yu, JK Liu, S Jia, Y Zhang, Y Zheng, Y Tian, T Huang
Engineering 6 (4), 449-461, 2020
412020
Sparse temporal encoding of visual features for robust object recognition by spiking neurons
Y Zheng, S Li, R Yan, H Tang, KC Tan
IEEE transactions on neural networks and learning systems 29 (12), 5823-5833, 2018
312018
Revealing fine structures of the retinal receptive field by deep-learning networks
Q Yan, Y Zheng, S Jia, Y Zhang, Z Yu, F Chen, Y Tian, T Huang, JK Liu
IEEE transactions on cybernetics 52 (1), 39-50, 2020
302020
Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks
Y Zheng, S Jia, Z Yu, JK Liu, T Huang
Patterns 2 (10), 2021
252021
Spike-based motion estimation for object tracking through bio-inspired unsupervised learning
Y Zheng, Z Yu, S Wang, T Huang
IEEE Transactions on Image Processing 32, 335-349, 2022
162022
Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation
Y Zheng, S Jia, Z Yu, T Huang, JK Liu, Y Tian
Neural networks 126, 42-51, 2020
102020
Capture the moment: High-speed imaging with spiking cameras through short-term plasticity
Y Zheng, L Zheng, Z Yu, T Huang, S Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (7), 8127-8142, 2023
52023
SpikeCV: Open a Continuous Computer Vision Era
Y Zheng, J Zhang, R Zhao, J Ding, S Chen, R Xiong, Z Yu, T Huang
arXiv preprint arXiv:2303.11684, 2023
32023
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams
S Chen, J Zhang, Y Zheng, T Huang, Z Yu
Advances in Neural Information Processing Systems 36, 2024
22024
Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views
J Zhang, S Chen, Y Zheng, Z Yu, T Huang
arXiv preprint arXiv:2307.00821, 2023
12023
A literature review for neural networks-based encoding models of biological visual system
Y Zheng, Z Yu, T Huang
Journal of Image and Graphics 28 (2), 335-357, 2023
1*2023
Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera
J Zhang, S Chen, Y Zheng, Z Yu, T Huang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (1), 637-645, 2024
2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
K Chen, S Chen, J Zhang, B Zhang, Y Zheng, T Huang, Z Yu
arXiv preprint arXiv:2403.09486, 2024
2024
迈向下一代视网膜神经假体——基于脉冲的视觉计算方法
余肇飞, 刘健, 贾杉杉, 张祎晨, 郑雅菁, 田永鸿, 黄铁军
Engineering, 2020
2020
Supplementary Material for Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams
S Chen, J Zhang, Y Zheng, T Huang, Z Yu
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