CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion

26 November 2022

Radu Timofte

Luc Van Gool

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Papers citing "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion"

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Title
Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion Timing Li Bing Cao Pengfei Zhu Bin Xiao Qinghua Hu 24 0 0 11 May 2025
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 14 0 0 10 May 2025
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking Shenglan Li Rui Yao Yong Zhou Hancheng Zhu K. Sun Bing-Quan Liu Zhiwen Shao Jiaqi Zhao DiffM 24 0 0 06 May 2025
Base-Detail Feature Learning Framework for Visible-Infrared Person Re-Identification Zhihao Gong Lian Wu Yong Xu 36 0 0 06 May 2025
RGBX-DiffusionDet: A Framework for Multi-Modal RGB-X Object Detection Using DiffusionDet Eliraz Orfaig Inna Stainvas Igal Bilik 17 0 0 05 May 2025
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 49 0 0 04 May 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 42 0 0 18 Apr 2025
Distilling Textual Priors from LLM to Efficient Image Fusion Ran Zhang Xuanhua He Ke Cao L. Liu Li Zhang Man Zhou Jie Zhang 21 0 0 09 Apr 2025
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions Hao Zhang Yanping Zha Qingwei Zhuang Z. Shao Jiayi Ma 22 0 0 08 Apr 2025
Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection Ziyin Zhou Ke Sun Zhongxi Chen Xianming Lin Yunpeng Luo Ke Yan Shouhong Ding Xiaoshuai Sun 29 0 0 01 Apr 2025
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts Linfeng Tang Yeda Wang Z. Cai Junjun Jiang Jiayi Ma 37 1 0 30 Mar 2025
OCCO: LVM-guided Infrared and Visible Image Fusion Framework based on Object-aware and Contextual COntrastive Learning Hui Li Congcong Bian Zeyang Zhang Xiaoning Song Xi Li Xiao Wu 49 0 0 24 Mar 2025
Dig2DIG: Dig into Diffusion Information Gains for Image Fusion Bing Cao Baoshuo Cai Changqing Zhang Q. Hu 31 0 0 24 Mar 2025
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion Jinyuan Liu Bowei Zhang Qingyun Mei Xingyuan Li Yang Zou Zhiying Jiang Long Ma Risheng Liu Xin-Yue Fan 32 0 0 22 Mar 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Z. Wang Liang-Jian Deng 48 0 0 19 Mar 2025
FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification J. Wang Weiwei Song Hao Chen J. Ren Huimin Zhao 62 0 0 18 Mar 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 51 0 0 18 Mar 2025
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking Andong Lu Yuanzhi Guo Wanyu Wang Chenglong Li Jin Tang Bin Luo 49 0 0 14 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 55 1 0 13 Mar 2025
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion Xingxin Xu Bing Cao Yinan Xia Pengfei Zhu Q. Hu 40 0 0 13 Mar 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 48 0 0 12 Mar 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 63 0 0 03 Mar 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion Chunyang Cheng Tianyang Xu Zhenhua Feng Xiaojun Wu ZhangyongTang Hui Li Zeyang Zhang Sara Atito Muhammad Awais J. Kittler 69 0 0 27 Feb 2025
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis Haowen Bai Zixiang Zhao Jiangshe Zhang Baisong Jiang Lilun Deng Yukun Cui Shuang Xu Chunxia Zhang 58 2 0 03 Feb 2025
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 48 4 0 28 Jan 2025
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 87 0 0 21 Dec 2024
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 79 0 0 04 Dec 2024
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 75 0 0 01 Dec 2024
Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans? R. Tao Haoyu Wang Yuzhe Guo H. Chen L. Zhang X. Liu Y. X. Wei Yao-Min Zhao 65 1 0 27 Nov 2024
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi DiffM 71 0 0 20 Nov 2024
SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds Huan Kang Hui Li Tianyang Xu Rui Wang Xiao Wu J. Kittler 29 0 0 16 Nov 2024
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 23 0 0 07 Nov 2024
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 16 0 0 05 Nov 2024
Conditional Controllable Image Fusion Bing Cao Xingxin Xu Pengfei Zhu Qilong Wang Q. Hu 29 2 0 03 Nov 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model Hao Zhang Lei Cao Jiayi Ma DiffM 33 4 0 31 Oct 2024
SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion Kun Hu Qingle Zhang Maoxun Yuan Yitian Zhang 18 2 0 30 Oct 2024
IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks Manjunath D Prajwal Gurunath Sumanth Udupa Aditya Gandhamal Shrikar Madhu Aniruddh Sikdar Suresh Sundaram 19 0 0 28 Oct 2024
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond Pengwei Liang Junjun Jiang Qing Ma Xianming Liu Jiayi Ma 22 2 0 16 Oct 2024
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 32 0 0 09 Oct 2024
Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging Lingting Zhu Yizheng Chen Lianli Liu Lei Xing Lequan Yu 19 1 0 28 Sep 2024
DAF-Net: A Dual-Branch Feature Decomposition Fusion Network with Domain Adaptive for Infrared and Visible Image Fusion Jian Xu Xin He 16 0 0 18 Sep 2024
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation Yuchen Guo Weifeng Su 16 0 0 16 Sep 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion Yuchen Guo Ruoxiang Xu Rongcheng Li Zhenghao Wu Weifeng Su 16 0 0 16 Sep 2024
Why mamba is effective? Exploit Linear Transformer-Mamba Network for Multi-Modality Image Fusion Chenguang Zhu Shan Gao Huafeng Chen Guangqian Guo Chaowei Wang Yaoxing Wang Chen Shu Lei Quanjiang Fan Mamba 21 0 0 05 Sep 2024
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion Ke Cao Xuanhua He Tao Hu Chengjun Xie Jie Zhang Man Zhou Danfeng Hong Mamba 18 3 0 03 Sep 2024
IVGF: The Fusion-Guided Infrared and Visible General Framework Fangcen Liu Chenqiang Gao Fang Chen Pengcheng Li Junjie Guo Deyu Meng 29 0 0 02 Sep 2024
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion Yanglin Deng Tianyang Xu Chunyang Cheng Xiao-Jun Wu Josef Kittler 22 2 0 28 Aug 2024
Supervised Image Translation from Visible to Infrared Domain for Object Detection Prahlad Anand Qiranul Saadiyean Aniruddh Sikdar N. Nalini Suresh Sundaram 26 1 0 03 Aug 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 41 8 0 31 Jul 2024
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim MedIm 16 1 0 19 Jul 2024