Image coding for machines: an end-to-end learned approach

Image coding for machines: an end-to-end learned approach

23 August 2021

Francesco Cricri

Ramin Ghaznavi-Youvalari

Esa Rahtu

Papers citing "Image coding for machines: an end-to-end learned approach"

12 / 12 papers shown

Title
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision Kangsheng Yin Quan Liu Xuelin Shen Yulin He Wenhan Yang Shiqi Wang VLM 44 0 0 08 Jan 2025
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 45 2 0 16 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 60 1 0 01 Jul 2024
Scalable Image Coding for Humans and Machines Using Feature Fusion Network Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 39 5 0 15 May 2024
Bridging the gap between image coding for machines and humans Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli Emre B. Aksu M. Hannuksela Esa Rahtu 31 5 0 19 Jan 2024
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 60 11 0 04 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 36 13 0 04 May 2023
Privacy-Preserving Feature Coding for Machines Bardia Azizian Ivan V. Bajić 35 5 0 03 Oct 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 40 36 0 05 Jul 2022
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 31 51 0 17 Dec 2021
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 275 2,553 0 25 Jan 2016