ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer

Author:

Ma Jiaqi1,Yan Shengyuan1,Zhang Lefei2,Wang Guoli3,Zhang Qian3

Affiliation:

1. Wuhan University, Wuhan, China

2. Wuhan University & Hubei Luojia Laboratory, Wuhan, China

3. Horizon Robotics, Beijing, China

Funder

Special Fund of Hubei Luojia Laboratory

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference64 articles.

1. Abdelrahman Abdelhamed , Stephen Lin , and Michael S . Brown . 2018 . A High-Quality Denoising Dataset for Smartphone Cameras. In CVPR. 1692--1700. Abdelrahman Abdelhamed, Stephen Lin, and Michael S. Brown. 2018. A High-Quality Denoising Dataset for Smartphone Cameras. In CVPR. 1692--1700.

2. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

3. Lei Jimmy Ba , Jamie Ryan Kiros, and Geoffrey E. Hinton . 2016 . Layer Normalization. CoRR abs/1607.06450 (2016). Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR abs/1607.06450 (2016).

4. Long Bao Zengli Yang Shuangquan Wang Dongwoon Bai and Jungwon Lee. 2020. Real Image Denoising Based on Multi-Scale Residual Dense Block and Cascaded U-Net with Block-Connection. In CVPR. 1823--1831. Long Bao Zengli Yang Shuangquan Wang Dongwoon Bai and Jungwon Lee. 2020. Real Image Denoising Based on Multi-Scale Residual Dense Block and Cascaded U-Net with Block-Connection. In CVPR. 1823--1831.

5. Tim Brooks , Ben Mildenhall , Tianfan Xue , Jiawen Chen , Dillon Sharlet , and Jonathan T . Barron . 2019 . Unprocessing Images for Learned Raw Denoising. In CVPR. 11036--11045. Tim Brooks, Ben Mildenhall, Tianfan Xue, Jiawen Chen, Dillon Sharlet, and Jonathan T. Barron. 2019. Unprocessing Images for Learned Raw Denoising. In CVPR. 11036--11045.

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