Towards End-to-End Image Compression and Analysis with Transformers

Towards End-to-End Image Compression and Analysis with Transformers

17 December 2021

Yaowei Wang

Papers citing "Towards End-to-End Image Compression and Analysis with Transformers"

19 / 19 papers shown

Title
ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision Xie Liang Gao Wei Zhenghui Ming Li Ge 3DPC 36 1 0 19 Apr 2025
All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception Jiancheng Zhao Xiang Ji Zhuoxiao Li Zunian Wan Weihang Ran Mingze Ma Muyao Niu Yifan Zhan Cheng-Ching Tseng Yinqiang Zheng VLM 33 0 0 17 Apr 2025
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines Junle Liu Yun Zhang Zixi Guo 39 0 0 25 Mar 2025
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks Lei Liu Zhenghao Chen Zhihao Hu Dong Xu 36 4 0 08 Jan 2025
CALLIC: Content Adaptive Learning for Lossless Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu Wen Gao VLM 35 0 0 23 Dec 2024
CIC: Circular Image Compression Honggui Li Sinan Chen Nahid Md Lokman Hossain M. Trocan B. Mikovicova Muhammad Fahimullah Dimitri Galayko Mohamad Sawan 31 0 0 18 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation Han Li Shaohui Li Shuangrui Ding Wenrui Dai Maida Cao Chenglin Li Junni Zou Hongkai Xiong VLM 32 5 0 13 Jul 2024
Towards Point Cloud Compression for Machine Perception: A Simple and Strong Baseline by Learning the Octree Depth Level Predictor Lei Liu Zhihao Hu Zheng-wei Chen 3DPC 18 4 0 02 Jun 2024
GroupedMixer: An Entropy Model with Group-wise Token-Mixers for Learned Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu Wen Gao ViT 21 5 0 02 May 2024
Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding Cunhui Dong Haichuan Ma Haotian Zhang Changsheng Gao Li Li Dong Liu 28 5 0 09 Mar 2024
Generative Visual Compression: A Review Bo Chen Shanzhi Yin Peilin Chen Shiqi Wang Yan Ye 22 8 0 03 Feb 2024
Multi-spectral Entropy Constrained Neural Compression of Solar Imagery Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 17 0 0 19 Sep 2023
End-to-End Learnable Multi-Scale Feature Compression for VCM Yeong-Gwan Kim Hyewon Jeong Janghyun Yu Younhee Kim Jooyoung Lee S. Jeong Hui-Yong Kim 11 13 0 29 Jun 2023
You Can Mask More For Extremely Low-Bitrate Image Compression Anqi Li Feng Li Jiaxin Han H. Bai Runmin Cong Chunjie Zhang M. Wang Weisi Lin Yao-Min Zhao 26 2 0 27 Jun 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 24 6 0 19 Apr 2023
Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Qi Zhang Shanshe Wang Xinfeng Zhang Chuanmin Jia Jingshan Pan Siwei Ma Wen Gao 19 3 0 13 Nov 2022
Semantic Segmentation in Learned Compressed Domain Jinming Liu Heming Sun J. Katto 11 9 0 03 Sep 2022
Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work Khawar Islam ViT 24 44 0 03 Mar 2022
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 109 208 0 26 Apr 2021