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Padding-Aware Learned Image Compression

Haotian Zhang;Junqi Liao;Yiheng Jiang;Li Li;Dong Liu

2023 IEEE International Symposium on Circuits and Systems (ISCAS)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
For current learned image compression methods, padding input images is necessary to meet the resolution requirements of down-sampling layers. However, the impact of padding has not been studied thoroughly. Most previous studies ignore padded images in the training process. In this paper, we analyze the impact of padding on compression performance. Then, we propose a padding-aware training (PAT) st...Show More

Padding-Aware Learned Image Compression

Haotian Zhang;Junqi Liao;Yiheng Jiang;Li Li;Dong Liu

Year: 2023 | Conference Paper |

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