Lin Zhu

Lin Zhu

Ph.D., Assistant Professor, Associate Researcher

Publications

See Google Scholar for more information.

Recent Publications

  • Lin Zhu, Yunlong Zheng, Mengyue Geng, Lizhi Wang, Hua Huang. Recurrent Spike-based Image Restoration under General Illumination. In ACM International Conference on Multimedia (ACM MM), 2023. (CCF-A).

  • Yunshan Qi, Lin Zhu*, Yu Zhang, Jia Li*. E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images. In International Conference on Computer Vision (ICCV), 2023. (CCF-A).

  • Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian. Ultra-high Temporal Resolution Visual Reconstruction from a Fovea-like Spike Camera via Spiking Neuron Model. IEEE Transactions on Pattern Analysis and Machine Intelligence. (IEEE TPAMI), 2022. (CCF-A).

  • Lin Zhu, Xiao Wang, Yi Chang, Jianing Li, Tiejun Huang, Yonghong Tian. Event-based Video Reconstruction via Potential-assisted Spiking Neural Network. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A).

  • Lin Zhu, Jianing Li, Xiao Wang, Tiejun Huang, Yonghong Tian. NeuSpike-Net: High Speed Image Reconstruction via Bio-inspired Neuromorphic Cameras. In International Conference on Computer Vision (ICCV), 2021. (CCF-A).

  • Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian. Retina-Like Visual Image Reconstruction via Spiking Neural Model. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (Oral, CCF-A).

  • Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian. Hybrid Coding of Spatiotemporal Spike Data for a Bio-inspired Camera. IEEE Transactions on Circuits and Systems for Video Technology. (IEEE TCSVT), 2021. (CCF-B).

  • Lin Zhu, Xiurong Jiang, Jianing Li, Yonghong Tian. Motion-aware Structured Matrix Factorization for Foreground Detection in Complex Scenes. ACM Transactions on Multimedia Computing, Communications, and Applications. (ACM TOMM), 2020. (CCF-B).

  • Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian. A Retina-inspired Sampling Method for Visual Texture Reconstruction. In IEEE International Conference on Multimedia and Expo (ICME), 2019. (CCF-B).

  • Lin Zhu, Yuanhong Hao and Yuejin Song. L1/2 Norm and Spatial Continuity Regularized Low-Rank Approximation for Moving Object Detection in Dynamic Background. IEEE Signal Processing Letters (IEEE SPL), 2018. (CCF-C).

  • Xijie Xiang, Lin Zhu, Jianing Li, Yixuan Wang, Tiejun Huang, Yonghong Tian. Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2022. (CCF-B).

  • Jianing Li, Jia Li, Lin Zhu, Xijie Xiang, Tiejun Huang, YonghongTian. Asynchronous Spatio-Temporal Memory Network for Continuous Event-Based Object Detection. IEEE Transactions on Image Processing (IEEE TIP), 2022. (CCF-A)

  • Jianing Li, Xiao Wang, Lin Zhu, Tiejun Huang, Yonghong Tian. Retinomorphic Object Detection in Asynchronous Visual Streams. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022. (Oral, CCF-A).

  • Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-le Zhao, Luxin Yan, Yonghong Tian. Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A).

  • Zhaodong Kang, Jianing Li, Lin Zhu, Yonghong Tian. Retinomorphic Sensing: A Novel Paradigm for Future Multimedia Computing. In Proceedings of ACM International Conference on Multimedia (ACM MM), 2021. (Oral, CCF-A).

  • Xiurong Jiang, Lin Zhu, Hui Tian. Learning event guided network for salient object detection. Pattern Recognition Letters (PRL), 2021. (CCF-C).

  • Siwei Dong#, Lin Zhu#, Daoyuan Xu, Tiejun Huang, Yonghong Tian. An Efficient Coding Method for Spike Camera using Inter-spike Intervals. In Data Compression Conference (DCC), 2019. (CCF-B).

Patents

  • Spike signal-based display method and system Inventors - US Patent 10,937,132. Tiejun Huang, Lin Zhu, Yonghong Tian, FU Yihua, LI Jianing, Siwei Dong, Yaowei Wang

  • 一种脉冲阵列信号的降噪方法与系统 - 201910577862.3 发明人：田永鸿;朱林;李家宁;付溢华;董思维;黄铁军

  • 一种基于脉冲信号的显示方法和系统 - 201910027914.X 发明人：黄铁军;朱林;田永鸿;付溢华;李家宁;董思维;王耀威

  • 一种脉冲序列的距离度量方法及系统 - 201910040980.0 发明人：田永鸿;朱林;李家宁;付溢华;董思维;黄铁军;王耀威

  • 一种脉冲阵列信号时空上采样器生成方法 - 201910577877.X 发明人：田永鸿;项锡捷;李家宁;朱林;付溢华;董思维;黄铁军

  • 一种脉冲阵列信号的编解码方法 - 201910021870.X 发明人：田永鸿;付溢华;李家宁;朱林;董思维;王耀威

  • 一种时空脉冲阵列的运动估计方法、电子设备及存储介质 - 201910020716.0 发明人：田永鸿;李家宁;付溢华;朱林;董思维;黄铁军;王耀威

  • 基于视频帧与脉冲阵列信号的联合目标检测方法与装置 - 201910579928.2 发明人：田永鸿;李家宁;朱林;付溢华;项锡捷;董思维;黄铁军