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Yajing Zheng
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引用次数
引用次数
年份
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
692023
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
672021
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
552020
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
482020
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
352022
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
352020
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
342021
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
342018
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
182023
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
122020
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, 70279-70292, 2023
102023
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
52023
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
4*2024
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion
J Zhang, K Chen, S Chen, Y Zheng, T Huang, Z Yu
Proceedings of the 32nd ACM International Conference on Multimedia, 9194-9203, 2024
12024
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
12024
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment
J Zhang, S Chen, Y Zheng, Z Yu, T Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
12024
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
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
K Chen, J Zhang, Z Hao, Y Zheng, T Huang, Z Yu
arXiv preprint arXiv:2411.10504, 2024
2024
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions
B Zhang, Y Zheng, S Chen, J Zhang, K Chen, Z Yu, T Huang
arXiv preprint arXiv:2406.00383, 2024
2024
Spike-Based Vision for Autonomous Driving Scenarios
J Zhang, Y Zheng, Z Yu, T Huang
Strategic Study of CAE 26 (1), 160-177, 2024
2024
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