Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform

21 August 2021

Papers citing "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform"

39 / 39 papers shown

Title
Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate Learned Image Compression Hanyue Tu Siqi Wu Li Li Wengang Zhou H. Li DRL 36 0 0 27 Mar 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach Kangli Wang Wei Gao 49 0 0 24 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
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation Xu Zhang Peiyao Guo Ming-Tse Lu Zhan Ma 38 2 0 29 Sep 2024
Learned Compression of Point Cloud Geometry and Attributes in a Single Model through Multimodal Rate-Control Michael Rudolph Aron Riemenschneider Amr Rizk 3DPC 29 2 0 01 Aug 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 26 0 0 16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir Timo Bartels Jan Piewek Thorsten Bagdonat Tim Fingscheidt 35 0 0 15 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 23 4 0 02 Jun 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 47 11 0 27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 40 3 0 23 May 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 34 15 0 28 Feb 2024
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model Panqi Jia A. B. Koyuncu Jue Mao Ze Cui Yi Ma ... Alexander Karabutov Yin Zhao Jing Wang Elena Alshina André Kaup MQ 22 4 0 27 Feb 2024
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization Panqi Jia Jue Mao Esin Koyuncu A. B. Koyuncu T. Solovyev Alexander Karabutov Yin Zhao Elena Alshina André Kaup 19 3 0 27 Feb 2024
Variational Bayes image restoration with compressive autoencoders Maud Biquard Marie Chabert Thomas Oberlin 19 1 0 29 Nov 2023
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression Shiyu Qin Yimin Zhou Jinpeng Wang Bin Chen Baoyi An Tao Dai Shu-Tao Xia VLM 32 1 0 23 Nov 2023
Transformer-based Image Compression with Variable Image Quality Objectives Chia-Hao Kao Yi-Hsin Chen Cheng Chien Wei-Chen Chiu Wen-Hsiao Peng 28 2 0 22 Sep 2023
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability Jongmin Park Jooyoung Lee Munchurl Kim 17 3 0 11 Sep 2023
Beyond Learned Metadata-based Raw Image Reconstruction Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen 36 4 0 21 Jun 2023
Deep Image Compression Using Scene Text Quality Assessment Shohei Uchigasaki Tomo Miyazaki S. Omachi 16 7 0 19 May 2023
Transformer-based Variable-rate Image Compression with Region-of-interest Control Chia-Hao Kao Ying Weng Yi-Hsin Chen Wei-Chen Chiu Wenmin Peng 24 7 0 18 May 2023
ROI-based Deep Image Compression with Swin Transformers Binglin Li Jietao Liang H. Fu Jingning Han ViT 22 11 0 12 May 2023
Exploring the Rate-Distortion-Complexity Optimization in Neural Image Compression Yixin Gao Runsen Feng Zongyu Guo Zhibo Chen 29 4 0 12 May 2023
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 58 11 0 04 May 2023
SigVIC: Spatial Importance Guided Variable-Rate Image Compression Jiaming Liang Meiqin Liu Chao Yao Chunyu Lin Yao Zhao 18 3 0 16 Mar 2023
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image Compression Kedeng Tong Yaojun Wu Yue Li Kai Zhang Li Zhang Xin Jin MQ 127 9 0 10 Mar 2023
Context-Based Trit-Plane Coding for Progressive Image Compression S. Jeon K. Choi Youngo Park Chang-Su Kim 22 17 0 10 Mar 2023
Content-Adaptive Motion Rate Adaption for Learned Video Compression C. Lin Yi-Hsin Chen Wen-Hsiao Peng TTA 27 3 0 13 Feb 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 30 21 0 13 Jan 2023
Learned Hierarchical B-frame Coding with Adaptive Feature Modulation for YUV 4:2:0 Content Muji Chen Hongfu Xie Cheng Chien Wen-Hsiao Peng Hsueh-Ming Hang 14 2 0 29 Dec 2022
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 28 22 0 20 Dec 2022
Selective compression learning of latent representations for variable-rate image compression Jooyoung Lee S. Jeong Munchurl Kim 11 26 0 08 Nov 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 44 24 0 19 Sep 2022
High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation Shi-zhong Cai Zhijun Zhang Liqun Chen Luxin Yan Sheng Zhong Xu Zou DRL 25 14 0 12 Sep 2022
B-CANF: Adaptive B-frame Coding with Conditional Augmented Normalizing Flows Muji Chen Yi-Hsin Chen Wen-Hsiao Peng 19 23 0 05 Sep 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
IDLat: An Importance-Driven Latent Generation Method for Scientific Data Jingyi Shen Haoyu Li Jiayi Xu Ayan Biswas Han-Wei Shen MedIm DiffM 20 6 0 05 Aug 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 29 36 0 05 Jul 2022
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 25 29 0 13 Dec 2021