v1v2 (latest)

Semantically Structured Image Compression via Irregular Group-Based Decoupling

4 May 2023

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

50 / 55 papers shown

Title
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 65 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 59 0 0 17 Apr 2025
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs Jinming Liu Yuntao Wei Junyan Lin Shengyang Zhao Heming Sun Zhibo Chen Wenjun Zeng Xin Jin 128 2 0 16 Aug 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 62 0 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 83 7 0 13 Jul 2024
Region-Adaptive Transform with Segmentation Prior for Image Compression Yuxi Liu Wenhan Yang H. Bai Yunchao Wei Yao-Min Zhao 53 8 0 01 Mar 2024
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 88 39 0 05 Jul 2022
Exploring Plain Vision Transformer Backbones for Object Detection Yanghao Li Hanzi Mao Ross B. Girshick Kaiming He ViT 90 808 0 30 Mar 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 153 1,627 0 23 Mar 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 67 329 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 46 8 0 25 Jan 2022
Image coding for machines: an end-to-end learned approach Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Esa Rahtu 39 92 0 23 Aug 2021
Learned Image Coding for Machines: A Content-Adaptive Approach Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli Esa Rahtu 47 44 0 23 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 303 5,051 0 31 May 2021
Visual Analysis Motivated Rate-Distortion Model for Image Coding Zhimeng Huang Chuanmin Jia Shanshe Wang Siwei Ma 39 34 0 21 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 455 21,439 0 25 Mar 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 391 1,571 0 27 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,908 0 31 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 54 142 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 664 41,103 0 22 Oct 2020
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 134 72 0 23 Jul 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 69 410 0 17 Jul 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 94 470 0 17 Jun 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 74 123 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 61 58 0 21 Apr 2020
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach Yueyu Hu Shuai Yang Wenhan Yang Ling-yu Duan Jiaying Liu VGen 65 69 0 09 Jan 2020
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 74 613 0 10 Oct 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 126 1,680 0 04 Apr 2019
Learning Content-Weighted Deep Image Compression Mu Li W. Zuo Shuhang Gu J. You David C. Zhang 57 71 0 01 Apr 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 79 1,277 0 08 Sep 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 35 90 0 08 Jun 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 63 558 0 09 Apr 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 112 5,757 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 453 13,143 0 07 Feb 2018
Conditional Probability Models for Deep Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 76 488 0 12 Jan 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 110 1,446 0 03 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 49 562 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 61 83 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 69 482 0 03 Apr 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 76 399 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 48 373 0 29 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 64 1,055 0 01 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,619 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 477 22,134 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,015 0 04 Dec 2016
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 94 1,709 0 05 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 265 18,240 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016