v1v2 (latest)

Semantically Structured Image Compression via Irregular Group-Based Decoupling

IEEE International Conference on Computer Vision (ICCV), 2023

4 May 2023

Papers citing "Semantically Structured Image Compression via Irregular Group-Based Decoupling"

50 / 58 papers shown

Title
Deeply-Conditioned Image Compression via Self-Generated Priors Zhineng Zhao Z. He Zikun Zhou Siwei Ma Yaowei Wang 64 0 0 28 Oct 2025
Comp-X: On Defining an Interactive Learned Image Compression Paradigm With Expert-driven LLM Agent Yixin Gao Xin Li Xiaohan Pan Runsen Feng Bingchen Li Y. Qi Y. Lu Zhengxue Cheng Zhibo Chen Jörn Ostermann 116 0 0 21 Aug 2025
Explicit Residual-Based Scalable Image Coding for Humans and Machines Yui Tatsumi Ziyue Zeng Hiroshi Watanabe 122 3 0 24 Jun 2025
All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception Jiancheng Zhao Xiang Ji Zhuoxiao Li VLM 214 0 0 17 Apr 2025
Efficient Masked Image Compression with Position-Indexed Self-Attention Chengjie Dai Tiantian Song Hui Tang Fangdong Chen Bowei Yang Guanghua Song 165 0 0 17 Apr 2025
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMsVisual Communications and Image Processing (VCIP), 2024 Jinming Liu Yuntao Wei Junyan Lin Shengyang Zhao Heming Sun Zhibo Chen Wenjun Zeng Xin Jin 304 4 0 16 Aug 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 282 1 0 16 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 287 26 0 13 Jul 2024
Region-Adaptive Transform with Segmentation Prior for Image Compression Feng Li Wenhan Yang Yuxi Liu Yunchao Wei Yao-Min Zhao 328 21 0 01 Mar 2024
Image Coding for Machines with Omnipotent Feature LearningEuropean Conference on Computer Vision (ECCV), 2022 Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 244 55 0 05 Jul 2022
Exploring Plain Vision Transformer Backbones for Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Yanghao Li Hanzi Mao Ross B. Girshick Kaiming He ViT 607 1,022 0 30 Mar 2022
Visual Prompt TuningEuropean Conference on Computer Vision (ECCV), 2022 Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 566 2,198 0 23 Mar 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive CodingComputer Vision and Pattern Recognition (CVPR), 2022 Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 314 439 0 21 Mar 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks Xin Jin Ruoyu Feng Simeng Sun Runsen Feng Tianyu He Zhibo Chen 233 10 0 25 Jan 2022
Image coding for machines: an end-to-end learned approachIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Esa Rahtu 235 110 0 23 Aug 2021
Learned Image Coding for Machines: A Content-Adaptive ApproachIEEE International Conference on Multimedia and Expo (ICME), 2021 Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli Esa Rahtu 202 50 0 23 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersNeural Information Processing Systems (NeurIPS), 2021 Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 1.2K 6,884 0 31 May 2021
Visual Analysis Motivated Rate-Distortion Model for Image CodingIEEE International Conference on Multimedia and Expo (ICME), 2021 Zhimeng Huang Chuanmin Jia Shanshe Wang Siwei Ma 135 44 0 21 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE International Conference on Computer Vision (ICCV), 2021 Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 1.8K 27,905 0 25 Mar 2021
Transformer in TransformerNeural Information Processing Systems (NeurIPS), 2021 Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 938 1,958 0 27 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with TransformersComputer Vision and Pattern Recognition (CVPR), 2020 Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Juil Sock Li Zhang ViT 480 3,373 0 31 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 331 168 0 19 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 1.3K 54,134 0 22 Oct 2020
End-to-end Learning of Compressible FeaturesInternational Conference on Information Photonics (ICIP), 2020 Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 252 85 0 23 Jul 2020
Channel-wise Autoregressive Entropy Models for Learned Image CompressionInternational Conference on Information Photonics (ICIP), 2020 David C. Minnen Saurabh Singh 186 486 0 17 Jul 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 420 548 0 17 Jun 2020
Improving Inference for Neural Image Compression Jianlong Wu Kushagra Pandey Stephan Mandt 307 138 0 07 Jun 2020
Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression Shurun Wang Shiqi Wang Wenhan Yang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao CVBM 288 63 0 21 Apr 2020
Towards Coding for Human and Machine Vision: A Scalable Image Coding ApproachIEEE International Conference on Multimedia and Expo (ICME), 2020 Yueyu Hu Shuai Yang Wenhan Yang Ling-yu Duan Jiaying Liu VGen 161 78 0 09 Jan 2020
Panoptic-DeepLabComputer Vision and Pattern Recognition (CVPR), 2019 Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 306 652 0 10 Oct 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 513 1,943 0 04 Apr 2019
Learning Content-Weighted Deep Image Compression Mu Li W. Zuo Shuhang Gu J. You David C. Zhang 167 80 0 01 Apr 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 272 1,455 0 08 Sep 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 130 97 0 08 Jun 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 358 612 0 09 Apr 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 604 6,951 0 05 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 962 15,210 0 07 Feb 2018
Conditional Probability Models for Deep Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 244 513 0 12 Jan 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 405 1,594 0 03 Jan 2018
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.8K 159,241 0 12 Jun 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 206 578 0 16 May 2017
Compact Descriptors for Video Analysis: the Emerging MPEG Standard Ling-yu Duan V. Chandrasekhar Shiqi Wang Yihang Lou Jie Lin Yan Bai Tiejun Huang Alex C. Kot Wen Gao 139 86 0 26 Apr 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 222 513 0 03 Apr 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 242 409 0 30 Mar 2017
Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks Nick Johnston Damien Vincent David C. Minnen Michele Covell Saurabh Singh Troy T. Chinen S. Hwang Joel Shor G. Toderici 207 392 0 29 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 921 30,279 0 20 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 337 1,110 0 01 Mar 2017
YOLO9000: Better, Faster, StrongerComputer Vision and Pattern Recognition (CVPR), 2016 Joseph Redmon Ali Farhadi VLM ObjD 595 16,964 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 1.3K 25,064 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 1.1K 13,376 0 04 Dec 2016