Publications

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 and before

• 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]