Cover Image

ChWDTA: Channel-wise Wavelet-Domain Transformer Attention and Entropy Modeling for Learned Image Compression

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Haisheng, Yang, Runyu, Ding, Feng, Zhu, Siyu, Liang, Jie, Li, Xiaoxiao, Fang, Zhenman, Han, Jingning
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SELIC: Semantic-Enhanced Learned Image Compression via High-Level Textual Guidance
by: Fu, Haisheng, et al.
Published: (2025)

S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context
by: Wang, Yongqiang, et al.
Published: (2024)

ML-CLIPSim: Multi-Layer CLIP Similarity for Machine-Oriented Image Quality
by: Ding, Feng, et al.
Published: (2026)

WeConvene: Learned Image Compression with Wavelet-Domain Convolution and Entropy Model
by: Fu, Haisheng, et al.
Published: (2024)

FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression
by: Fu, Haisheng, et al.
Published: (2025)

3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy Model
by: Fu, Haisheng, et al.
Published: (2025)

Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules
by: Fu, Haisheng, et al.
Published: (2021)

Window-based Channel Attention for Wavelet-enhanced Learned Image Compression
by: Xu, Heng, et al.
Published: (2024)

End-to-End RGB-IR Joint Image Compression With Channel-wise Cross-modality Entropy Model
by: Wang, Haofeng, et al.
Published: (2025)

Channel-wise Feature Decorrelation for Enhanced Learned Image Compression
by: Pakdaman, Farhad, et al.
Published: (2024)

GroupedMixer: An Entropy Model with Group-wise Token-Mixers for Learned Image Compression
by: Li, Daxin, et al.
Published: (2024)

ShiftLIC: Lightweight Learned Image Compression with Spatial-Channel Shift Operations
by: Bao, Youneng, et al.
Published: (2025)

Transform and Entropy Coding in AV2
by: Nalci, Alican, et al.
Published: (2026)

Convolutional Transformer-Based Image Compression
by: Arezki, Bouzid, et al.
Published: (2024)

Context Adaptive Extended Chain Coding for Semantic Map Compression
by: Yang, Runyu, et al.
Published: (2026)

Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts
by: Zhang, Liang, et al.
Published: (2024)

FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Image Compression
by: Murai, Shimon, et al.
Published: (2025)

MLICv2: Enhanced Multi-Reference Entropy Modeling for Learned Image Compression
by: Jiang, Wei, et al.
Published: (2025)

Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression
by: Koyuncu, A. Burakhan, et al.
Published: (2022)

Learned Image Compression with Dual-Branch Encoder and Conditional Information Coding
by: Fu, Haisheng, et al.
Published: (2024)

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI
by: Babu, Silpa, et al.
Published: (2022)

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI
by: Babu, Silpa, et al.
Published: (2022)

LATTE: Low-Precision Approximate Attention with Head-wise Trainable Threshold for Efficient Transformer
by: Wang, Jiing-Ping, et al.
Published: (2024)

Efficient Learned Wavelet Image and Video Coding
by: Meyer, Anna, et al.
Published: (2024)

Transformer-based Learned Image Compression for Joint Decoding and Denoising
by: Chen, Yi-Hsin, et al.
Published: (2024)

Breaking the Multi-Enhancement Bottleneck: Domain-Consistent Quality Enhancement for Compressed Images
by: Xing, Qunliang, et al.
Published: (2025)

Bit Allocation Transfer for Perceptual Quality Enhancement of VVC Intra Coding
by: Yang, Runyu, et al.
Published: (2025)

OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context
by: Wawerek-López, Paul, et al.
Published: (2025)

Cool-chic 5.0: Faster Encoding and Inter-Feature Entropy Modeling for Overfitted Image Compression
by: Ladune, Théo, et al.
Published: (2026)

Quantitative and Qualitative Evaluation of NLM and Wavelet Methods in Image Enhancement
by: Khanpour, Cameron
Published: (2024)

Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
by: Wang, Ziyi, et al.
Published: (2024)

High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion
by: Song, Juan, et al.
Published: (2024)

Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression
by: Li, Xinyue, et al.
Published: (2024)

Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
by: Wu, Linshan, et al.
Published: (2024)

PupiNet: Seamless OCT-OCTA Interconversion Through Wavelet-Driven and Multi-Scale Attention Mechanisms
by: Tian, Renzhi, et al.
Published: (2025)

ATFusion: An Alternate Cross-Attention Transformer Network for Infrared and Visible Image Fusion
by: Yan, Han, et al.
Published: (2024)

Combined Channel and Spatial Attention-based Stereo Endoscopic Image Super-Resolution
by: Hayat, Mansoor, et al.
Published: (2023)

Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing
by: Merlos, Juan, et al.
Published: (2025)

Enhancing Adversarial Training with Prior Knowledge Distillation for Robust Image Compression
by: Cao, Zhi, et al.
Published: (2024)

Optimization of Fractal Image Compression
by: Bagheritabar, Nastaran Pourshab Mohsen
Published: (2025)