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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HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation Chengjie Jiang Xiaowen Liu Bowen Zheng Lu Bai Jing Li 24 1 0 14 Jul 2024
Multi-modal Crowd Counting via a Broker Modality Haoliang Meng Xiaopeng Hong Chenhao Wang Miao Shang W. Zuo 41 4 0 10 Jul 2024
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion Approach Hui Li Xiao-Jun Wu 28 95 0 15 Jun 2024
MDA: An Interpretable Multi-Modal Fusion with Missing Modalities and Intrinsic Noise Lin Fan Yafei Ou Cenyang Zheng Pengyu Dai Tamotsu Kamishima Masayuki Ikebe Kenji Suzuki Xun Gong 28 0 0 15 Jun 2024
Efficient Multi-View Fusion and Flexible Adaptation to View Missing in Cardiovascular System Signals Qihan Hu Daomiao Wang Hong Wu Jian Liu Cuiwei Yang 33 0 0 13 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 26 0 0 11 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion Haolong Ma Hui Li Chunyang Cheng Gaoang Wang Xiaoning Song Xiao-Jun Wu 47 1 0 31 May 2024
Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection Xue Zhang Sixi Cao Fang Wang Runmin Zhang Zhe Wu Xiaohan Zhang Xiaokai Bai Hui-Liang Shen 25 1 0 25 May 2024
MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion Jingxue Huang Xilai Li Tianshu Tan Xiaosong Li Tao Ye 24 0 0 27 Apr 2024
Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model Yushen Xu Xiaosong Li Yuchan Jie Haishu Tan MedIm 19 3 0 26 Apr 2024
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions Haoyuan Li Qi Hu You Yao Kailun Yang Peng Chen 24 5 0 25 Apr 2024
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training Jiayang Li Junjun Jiang Pengwei Liang Jiayi Ma Liqiang Nie 37 1 0 17 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 40 39 0 15 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 35 26 0 14 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 34 19 0 12 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 41 2 0 12 Apr 2024
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model Yijia Chen Pinghua Chen Xiangxin Zhou Yingtie Lei Ziyang Zhou Mingxian Li 35 1 0 10 Apr 2024
3MOS: Multi-sources, Multi-resolutions, and Multi-scenes dataset for Optical-SAR image matching Yibin Ye Xichao Teng Shuo Chen Yijie Bian Tao Tan Zhang Li 23 1 0 01 Apr 2024
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System Jing Li Lu Bai Bi-Hong Yang Chang Li Lingfei Ma Lixin Cui Edwin R. Hancock 30 1 0 24 Mar 2024
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring Nishant Kumar Ziyan Tao Jaikirat Singh Yang Li Peiwen Sun Binghui Zhao Stefan Gumhold MedIm 13 0 0 23 Mar 2024
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 24 20 0 19 Mar 2024
EDTC: enhance depth of text comprehension in automated audio captioning Liwen Tan Yin Cao Yi Zhou 27 0 0 27 Feb 2024
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks Zhiying Jiang Xingyuan Li Jinyuan Liu Xin-Yue Fan Risheng Liu AAML 30 4 0 25 Feb 2024
Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion Minheng Chen Zhirun Zhang Shuheng Gu Zhangyang Ge Youyong Kong MedIm 16 3 0 04 Feb 2024
Image Fusion via Vision-Language Model Zixiang Zhao Lilun Deng Haowen Bai Yukun Cui Zhipeng Zhang ... Haotong Qin Dongdong Chen Jiangshe Zhang Peng Wang Luc Van Gool VLM 24 18 0 03 Feb 2024
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes Xilai Li Xiaosong Li Haishu Tan 11 1 0 03 Feb 2024
TSJNet: A Multi-modality Target and Semantic Awareness Joint-driven Image Fusion Network Yuchan Jie Yushen Xu Xiaosong Li Haishu Tan 19 4 0 02 Feb 2024
APLe: Token-Wise Adaptive for Multi-Modal Prompt Learning Guiming Cao Kaize Shi Hong Fu Huaiwen Zhang Guandong Xu VLM 20 1 0 12 Jan 2024
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 24 2 0 06 Jan 2024
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion Xingyuan Li Yang Zou Jinyuan Liu Zhiying Jiang Long Ma Xin-Yue Fan Risheng Liu 22 4 0 31 Dec 2023
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features Zeyang Zhang Hui Li Tianyang Xu Xiaojun Wu Josef Kittler 11 1 0 30 Dec 2023
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion Chunyang Cheng Tianyang Xu Xiao-Jun Wu Hui Li Xi Li Zhangyong Tang Josef Kittler 8 10 0 21 Dec 2023
A Dual Domain Multi-exposure Image Fusion Network based on the Spatial-Frequency Integration Guang Yang Jie Li Xinbo Gao 13 3 0 17 Dec 2023
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion Xinyi Liu Qian Zhao Jie-Kai Liang Huiyu Zeng Deyu Meng Lei Zhang 30 0 0 14 Dec 2023
ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning Haowen Bai Zixiang Zhao Jiangshe Zhang Yichen Wu Lilun Deng Yukun Cui Shuang Xu Baisong Jiang 21 6 0 13 Dec 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 37 24 0 20 Nov 2023
Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion Xilai Li Xiaosong Li Tao Ye Xiaoqi Cheng Wuyang Liu Haishu Tan 11 5 0 03 Nov 2023
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network Qiao Yang Yu Zhang Zijing Zhao Jian Zhang Shunli Zhang 22 11 0 26 Sep 2023
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration Di Wang Jinyuan Liu Long Ma Risheng Liu Xin-Yue Fan 21 17 0 22 Aug 2023
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation Zhu Liu Jinyuan Liu Ben-xi Zhang Long Ma Xin-Yue Fan Risheng Liu AAML 31 38 0 08 Aug 2023
Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion Jiawei Li Jiansheng Chen Jinyuan Liu Huimin Ma 8 38 0 07 Aug 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation Jinyuan Liu Zhu Liu Guanyao Wu Long Ma Risheng Liu Wei Zhong Zhongxuan Luo Xin-Yue Fan 16 116 0 04 Aug 2023
TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection Xue Zhang Xiaohan Zhang Jiacheng Ying Zehua Sheng Heng Yu Chunguang Li Hui-Liang Shen ViT 19 7 0 26 May 2023
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 29 36 0 25 May 2023
Equivariant Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang K. Zhang Shuang Xu Dongdong Chen Radu Timofte Luc Van Gool MedIm 14 39 0 19 May 2023
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection Di Wang Jinyuan Liu Risheng Liu Xin-Yue Fan 11 94 0 17 May 2023
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond Zhu Liu Jinyuan Liu Guanyao Wu Long Ma Xin-Yue Fan Risheng Liu 16 34 0 11 May 2023
FusionBooster: A Unified Image Fusion Boosting Paradigm Chunyang Cheng Tianyang Xu Xiao-Jun Wu Hui Li Xi Li J. Kittler 22 5 0 10 May 2023
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks Mingjian Liang Junjie Hu Chenyu Bao Hua Feng Fuqin Deng Tin Lun Lam 17 55 0 28 Mar 2023
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang X. Gu Chengli Tan Shuang Xu Yulun Zhang Radu Timofte Luc Van Gool 11 29 0 15 Mar 2023