Event-Diffusion: Event-Based Image Reconstruction and Restoration with Diffusion Models

Author:

Liang Quanmin1ORCID,Zheng Xiawu2ORCID,Huang Kai3ORCID,Zhang Yan4ORCID,Chen Jie2ORCID,Tian Yonghong5ORCID

Affiliation:

1. Sun Yat-Sen University & Peng Cheng Laboratory, Guangzhou, China

2. Peng Cheng Laboratory, Shenzhen, China

3. Sun Yat-Sen University, Guangzhou, China

4. Xiamen University, Xiamen, China

5. Peking University & Peng Cheng Laboratory, Beijing, China

Funder

the Key-Area Research and Development Program of Guangdong Province

the Major Key Project of PCL

Publisher

ACM

Reference59 articles.

1. Simultaneous Optical Flow and Intensity Estimation from an Event Camera

2. Fast Motion Understanding with Spatiotemporal Neural Networks and Dynamic Vision Sensors

3. A 240 × 180 130 dB 3 µs Latency Global Shutter Spatiotemporal Vision Sensor

4. Nanxin Chen Yu Zhang Heiga Zen Ron J. Weiss Mohammad Norouzi and William Chan. 2021. WaveGrad: Estimating Gradients for Waveform Generation. (2021). https://openreview.net/forum?id=NsMLjcFaO8O Nanxin Chen Yu Zhang Heiga Zen Ron J. Weiss Mohammad Norouzi and William Chan. 2021. WaveGrad: Estimating Gradients for Waveform Generation. (2021). https://openreview.net/forum?id=NsMLjcFaO8O

5. Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

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