已发表文章

2024

  • Learning a Deep Demosaicing Network for Spike Camera with Color Filter Array
    Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu, Tiejun Huang
    IEEE Transactions on Image Processing (TIP) 2024
    [Link]
  • Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
    Bin Fan, Jiaoyang Yin, Yuchao Dai, Chao Xu, Tiejun Huang, and Boxin Shi
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2024
    [Link]
  • SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
    Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, and Zhaofei Yu
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2024
    [Link]
  • Real-time Parameter Evaluation of High-speed Microfluidic Droplets using Continuous Spike Streams
    Bo Xiong, Changqing Su, Zihan Lin, Yanqin Chen, You Zhou, Zhen Cheng, Zhaofei Yu, and Tiejun Huang
    ACM International Conference on Multimedia (MM) 2024
    [Link]
  • SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion
    Jiyuan Zhang, Kang Chen, Shiyan Chen, Yajing Zheng, Tiejun Huang, and Zhaofei Yu
    ACM International Conference on Multimedia (MM) 2024
    [Link]
  • Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment
    Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • Intensity-Robust Autofocus for Spike Camera
    Changqing Su, Zhiyuan Ye, Yongsheng Xiao, You Zhou, Zhen Cheng, Bo Xiong, Zhaofei Yu, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • Super-Resolution Reconstruction from Bayer-Pattern Spike Streams
    Yanchen Dong, Ruiqin Xiong, Jian Zhang, Zhaofei Yu, Xiaopeng Fan, Shuyuan Zhu, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
    Rui Zhao, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Zhaofei Yu, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings
    Yakun Chang, Yeliduosi Xiaokaiti, Yujia Liu, Bin Fan, Zhaojun Huang, Tiejun Huang, Boxin Shi
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
    Lin Zhu, Kangmin Jia, Yifan Zhao, Yunshan Qi, Lizhi Wang, Hua Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2024
    [Link]
  • Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera
    Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2024
    [Link]
  • Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera
    Junwei Zhao, Shiliang Zhang, Zhaofei Yu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2024
    [Link]
  • Joint Demosaicing and Denoising for Spike Camera
    Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2024
    [Link]
  • Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion
    Rui Zhao, Ruiqin Xiong, Jian Zhang, Xinfeng Zhang, Zhaofei Yu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2024
    [Link]
  • Finding Visual Saliency in Continuous Spike Stream
    Lin Zhu, Xianzhang Chen, Xiao Wang, Hua Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2024
    [Link]
  • Reconstruct Dynamic Scene for Spike Camera Based on 3D Space Time Similarity
    Yuanlin Wang, Ruiqin Xiong, Jing Zhao, and Tiejun Huang
    IEEE International Conference on Image Processing (ICIP) 2024
    [Link]

2023

  • Capture the Moment: High-speed Imaging with Spiking Cameras through Short-term Plasticity
    Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Song Wang, Tiejun Huang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023
    [Link]
  • NeuroZoom: Denoising and Super Resolving Neuromorphic Events and Spikes
    Peiqi Duan, Yi Ma, Xinyu Zhou, Xinyu Shi, Zihao W. Wang, Tiejun Huang, Boxin Shi
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023
    [Link]
  • Hybrid High Dynamic Range Imaging Fusing Neuromorphic and Conventional Images
    Jin Han, Yixin Yang, Peiqi Duan, Chu Zhou, Lei Ma, Chao Xu, Tiejun Huang, Imari Sato, Boxin Shi
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023
    [Link]
  • Spike-based Motion Estimation for Object Tracking through Bio-inspired Unsupervised Learning
    Yajing Zheng, Zhaofei Yu, Song Wang, Tiejun Huang
    IEEE Transactions on Image Processing (TIP) 2023
    [Link]
  • SpiReco: Fast and Efficient Recognition of High-Speed Moving Objects with Spike Cameras
    Junwei Zhao, Shiliang Zhang, Zhaofei Yu, Tiejun Huang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2023
    [Link]
  • Spike Camera Image Reconstruction Using Deep Spiking Neural Networks
    Rui Zhao, Ruiqin Xiong, Jian Zhang, Zhaofei Yu, Shuyuan Zhu, Lei Ma, Tiejun Huang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2023
    [Link]
  • Enhancing Motion Deblurring in High-Speed Scenes with Spike Camera
    Shiyan Chen, Jiyuan Zhang, Yajing Zheng, Zhaofei Yu, Tiejun Huang
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2023
    [Link]
  • Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera
    Lujie Xia, Ziluo Ding, Rui Zhao, Jiyuan Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang, Ruiqin Xiong
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2023
    [Link]
  • 1000 FPS HDR Video with a Spike-RGB Hybrid Camera
    Yakun Chang, Chu Zhou, Yuchen Hong, Liwen Hu, Chao Xu, Tiejun Huang, Boxin Shi
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2023
    [Link]
  • Learning Temporal-ordered Representation for Spike Streams Based on Discrete Wavelet Transforms
    Jiyuan Zhang, Shanshan Jia, Zhaofei Yu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2023
    [Link]
  • SVFI: Spiking-based Video Frame Interpolation for High-Speed Motion
    Lujie Xia, Jing Zhao, Ruiqin Xiong, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2023
    [Link]
  • Learning to Super-Resolve Dynamic Scenes for Neuromorphic Spike Camera
    Jing Zhao, Ruiqin Xiong, Jian Zhang, Rui Zhao, Hangfan Liu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2023
    [Link]
  • Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera
    Shiyan Chen, Zhaofei Yu, Tiejun Huang
    AAAI Conference on Artificial Intelligence (AAAI) 2023
    [Link]
  • Recognizing High-speed Moving Objects with Spike Cameras
    Junwei Zhao, Jianming Ye, Shiliang Zhang, Zhaofei Yu, Tiejun Huang
    ACM International Conference on Multimedia (MM) 2023
    [Link]

2022

  • 1000x Faster Camera and Machine Vision with Ordinary Devices
    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
    Engineering 2022
    [Link]
  • Ultra-high Temporal Resolution Visual Reconstruction from a Fovea-like Spike Camera via Spiking Neuron Model
    Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022
    [Link]
  • Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream
    Xijie Xiang, Lin Zhu, Jianing Li, Yixuan Wang, Tiejun Huang, Yonghong Tian
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2022
    [Link]
  • Reconstructing Clear Image for High-Speed Motion Scene with a Retina-Inspired Spike Camera
    Jing Zhao, Ruiqin Xiong, Jiyu Xie, Boxin Shi, Zhaofei Yu, Wen Gao, Tiejun Huang
    IEEE Transactions on Computational Imaging (TCI) 2022
    [Link]
  • An FPGA Accelerator for High-Speed Moving Objects Detection and Tracking With a Spike Camera
    Yaoyu Zhu, Yu Zhang, Xiaodong Xie, Tiejun Huang
    Neural Computation 2022
    [Link]
  • Learning Optical Flow From Continuous Spike Streams
    Rui Zhao, Ruiqin Xiong, Jing Zhao, Zhaofei Yu, Xiaopeng Fan, Tiejun Huang
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2022
    [Link]
  • Spike Transformer: Monocular Depth Estimation for Spiking Camera
    Jiyuan Zhang, Lulu Tang, Zhaofei Yu, Jiwen Lu, Tiejun Huang
    European Conference on Computer Vision (ECCV) 2022
    [Link]
  • Optical Flow Estimation for Spiking Camera
    Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi, Ruiqin Xiong,Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2022
    [Link]
  • Retinomorphic object detection in asynchronous visual streams
    Jianing Li, XiaoWang, Lin Zhu, Jia Li, Tiejun Huang, Yonghong Tian,
    AAAI Conference on Artificial Intelligence (AAAI) 2022
    [Link]
  • Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera
    Shiyan Chen, Chaoteng Duan, Zhaofei Yu, Ruiqin Xiong, Tiejun Huang
    International Joint Conference on Artificial Intelligence (IJCAI) 2022
    [Link]
  • Learning stereo depth estimation with bio-inspired spike cameras
    Yixuan Wang, Jianing Li, Lin Zhu, Xijie Xiang, Tiejun Huang, Yonghong Tian
    IEEE International Conference on Multimedia and Expo (ICME) 2022
    [Link]
  • Modeling the Detection Capability of High-Speed Spiking Cameras
    Junwei Zhao, Zhaofei Yu, Lei Ma, Ziluo Ding, Shiliang Zhang, Yonghong Tian, Tiejun Huang
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
    [Link]
  • 3D Residual Interpolation for Spike Camera Demosaicing
    Yanchen Dong, Jing Zhao, Ruiqin Xiong, Tiejun Huang
    IEEE International Conference on Image Processing (ICIP) 2022
    [Link]
  • SpikingSIM: A Bio-Inspired Spiking Simulator
    Junwei Zhao, Shiliang Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang
    IEEE International Symposium on Circuits and Systems (ISCAS) 2022
    [Link]
  • High-Speed Scene Reconstruction from Low-Light Spike Streams
    Yanchen Dong, Jing Zhao, Ruiqin Xiong, Tiejun Huang
    IEEE International Conference on Visual Communications and Image Processing (VCIP) 2022
    [Link]
  • Spike Signal Reconstruction Based on Inter-Spike Similarity
    Yiyang Zhang, Ruiqin Xiong, Tiejun Huang
    IEEE International Conference on Visual Communications and Image Processing (VCIP) 2022
    [Link]

2021

  • NeuSpike-Net: High Speed Image Reconstruction via Bio-inspired Neuromorphic Cameras
    Lin Zhu, Jianing Li, Xiao Wang, Tiejun Huang, Yonghong Tian
    IEEE International Conference on Computer Vision (ICCV) 2021
    [Link]
  • Super Resolve Dynamic Scene from Continuous Spike Streams
    Jing Zhao, Jiyu Xie, Ruiqin Xiong, Jian Zhang, Zhaofei YuTiejun Huang
    IEEE International Conference on Computer Vision (ICCV) 2021
    [Link]
  • High-speed Image Reconstruction through Short-term Plasticity for Spiking Cameras
    Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi, Yonghong Tian, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    [Link]
  • Spk2ImgNet: Learning To Reconstruct Dynamic Scene From Continuous Spike Stream
    Jing Zhao, Ruiqin Xiong, Hangfan Liu, Jian Zhang, Tiejun Huang
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    [Link]

2020

  • Hybrid Coding of Spatiotemporal Spike Data for a Bio-inspired Camera
    Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2020
    [Link]
  • Retina-like visual image reconstruction via spiking neural model
    Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2020
    [Link]
  • Neuromorphic camera guided high dynamic range imaging
    Jin Han, Chu Zhou, Peiqi Duan, Yehui Tang, Chang Xu, Chao Xu, Tiejun Huang, Boxin Shi
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 2020
    [Link]
  • UnModNet: Learning to unwrap a modulo image for high dynamic range imaging
    Chu Zhou, Hang Zhao, Jin Han, Chang Xu, Chao Xu, Tiejun Huang, Boxin Shi
    Annual Conference on Neural Information Processing Systems (NeurIPS) 2020
    [Link]
  • High-speed motion scene reconstruction for spike camera via motion aligned filtering
    Jing Zhao, Ruiqin Xiong, Tiejun Huang
    IEEE International Symposium on Circuits and Systems (ISCAS) 2020
    [Link]
  • Motion Estimation for Spike Camera Data Sequence via Spike Interval Analysis
    Jing Zhao, Ruiqin Xiong, Rui Zhao, Jin Wang, Siwei Ma, Tiejun Huang
    IEEE International Conference on Visual Communications and Image Processing (VCIP) 2020
    [Link]

2019 及之前

  • A Retina-Inspired Sampling Method for Visual Texture Reconstruction
    Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian,
    IEEE International Conference on Multimedia and Expo (ICME) 2019
    [Link]
  • An Efficient Coding Method for Spike Camera using Inter-Spike Intervals
    Siwei Dong, Lin Zhu, Daoyuan Xu, Tiejun Huang, Yonghong Tian
    Data Compression Conference (DCC) 2019
    [Link]
  • Spike Camera and Its Coding Methods
    Siwei Dong, Tiejun Huang, Yonghong Tian
    Data Compression Conference (DCC) 2017
    [Link]