Hardware-friendly Scalable Image Super Resolution with Progressive Structured Sparsity

Author:

Ye Fangchen1ORCID,Lin Jin1ORCID,Huang Hongzhan1ORCID,Fan Jianping2ORCID,Shi Zhongchao2ORCID,Xie Yuan3ORCID,Qu Yanyun1ORCID

Affiliation:

1. School of Informatics, Xiamen University, Xiamen, China

2. Lenovo Research, Beijing, China

3. East China Normal University & Chongqing Institute of East China Normal University, Shanghai & Chongqing, China

Funder

CCFLenovo Blue Ocean Research Fund

National Natural Science Foundation of China

Natural Science Foundation of Chongqing

National Key Research and Development Program of China

Publisher

ACM

Reference42 articles.

1. Eirikur Agustsson and Radu Timofte. 2017. Ntire 2017 challenge on single image super-resolution: Dataset and study. In CVPRW. 126--135. Eirikur Agustsson and Radu Timofte. 2017. Ntire 2017 challenge on single image super-resolution: Dataset and study. In CVPRW. 126--135.

2. Contour Detection and Hierarchical Image Segmentation

3. Marco Bevilacqua Aline Roumy Christine Guillemot and Marie Line Alberi-Morel. 2012. Low-complexity single-image super-resolution based on nonnegative neighbor embedding. (2012). Marco Bevilacqua Aline Roumy Christine Guillemot and Marie Line Alberi-Morel. 2012. Low-complexity single-image super-resolution based on nonnegative neighbor embedding. (2012).

4. Bohong Chen , Mingbao Lin , Kekai Sheng , Mengdan Zhang , Peixian Chen , Ke Li , Liujuan Cao , and Rongrong Ji . 2022 b. ARM: Any-Time Super-Resolution Method. arXiv preprint arXiv:2203.10812 (2022). Bohong Chen, Mingbao Lin, Kekai Sheng, Mengdan Zhang, Peixian Chen, Ke Li, Liujuan Cao, and Rongrong Ji. 2022b. ARM: Any-Time Super-Resolution Method. arXiv preprint arXiv:2203.10812 (2022).

5. Chengpeng Chen , Zichao Guo , Haien Zeng , Pengfei Xiong , and Jian Dong . 2022a. RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization. arXiv preprint arXiv:2211.06088 ( 2022 ). Chengpeng Chen, Zichao Guo, Haien Zeng, Pengfei Xiong, and Jian Dong. 2022a. RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization. arXiv preprint arXiv:2211.06088 (2022).

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