TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation
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arXiv
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| Hauptverfasser: | , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2024
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| _version_ | 1866929286391267328 |
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| author | Jiang, Wei Zhai, Yongqi Li, Hangyu Wang, Ronggang |
| author_facet | Jiang, Wei Zhai, Yongqi Li, Hangyu Wang, Ronggang |
| contents | This short paper describes our method for the track of image compression. To achieve better perceptual quality, we use the adversarial loss to generate realistic textures, use region of interest (ROI) mask to guide the bit allocation for different regions. Our Team name is TLIC. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_08154 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation Jiang, Wei Zhai, Yongqi Li, Hangyu Wang, Ronggang Computer Vision and Pattern Recognition Image and Video Processing This short paper describes our method for the track of image compression. To achieve better perceptual quality, we use the adversarial loss to generate realistic textures, use region of interest (ROI) mask to guide the bit allocation for different regions. Our Team name is TLIC. |
| title | TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation |
| topic | Computer Vision and Pattern Recognition Image and Video Processing |
| url | https://arxiv.org/abs/2401.08154 |