Image Fusion - arXivDaily 专题

2502.01959 2025-02-05 cs.CV 78%

MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer

Jingjing Liu, Li Zhang, Xiaoyang Zeng, Wanquan Liu, Jianhua Zhang

专题命中 Image Fusion ：image fusion(title,abstract)

2502.01467 2025-02-04 cs.CV 78%

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

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2024

2312.07943 2025-02-04 cs.CV 78%

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

专题命中 Image Fusion ：image fusion(title,abstract)

Comments This article is published in International Journal of Computer Vision (IJCV), 2024

Journal ref International Journal of Computer Vision, 2024: 1-21

2404.09498 2025-02-04 cs.CV 78%

FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba

Xinyu Xie, Yawen Cui, Tao Tan, Xubin Zheng, Zitong Yu

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by Visual Intelligence. Codes are at https://github.com/millieXie/FusionMamba

2501.10761 2025-01-22 cs.CV 78%

Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption

Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu

专题命中 Image Fusion ：image fusion(title,abstract)

2501.07245 2025-01-14 cs.CV cs.MM 78%

Depth and Image Fusion for Road Obstacle Detection Using Stereo Camera

Oleg Perezyabov, Mikhail Gavrilenkov, Ilya Afanasyev

专题命中 Image Fusion ：image fusion(title,abstract)

Comments 8 pages, 15 figures

2412.13749 2024-12-19 cs.CV 78%

Multi-Exposure Image Fusion via Distilled 3D LUT Grid with Editable Mode

Xin Su, Zhuoran Zheng

专题命中 Image Fusion ：image fusion(title,abstract)

2412.11685 2024-12-17 cs.CV 78%

Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning

Xingchi Chen, Zhuoran Zheng, Xuerui Li, Yuying Chen, Shu Wang, Wenqi Ren

专题命中 Image Fusion ：image fusion(title,abstract)

2211.10960 2024-12-17 cs.CV 78%

CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion

Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan

专题命中 Image Fusion ：image fusion(title,abstract)

2412.08050 2024-12-16 eess.IV cs.CV cs.LG 78%

BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion

Huafeng Li, Dayong Su, Qing Cai, Yafei Zhang

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by AAAI2025

2412.08073 2024-12-12 cs.CV cs.LG eess.IV 78%

Visible and Infrared Image Fusion Using Encoder-Decoder Network

Ferhat Can Ataman, Gözde Bozdaği Akar

专题命中 Image Fusion ：image fusion(title,abstract)

Comments 5 pages, published at ICIP 2021

Journal ref 2021 IEEE International Conference on Image Processing (ICIP), pages 1779-1783, Publication date: 2021/9/19

2312.04328 2024-11-21 cs.CV 78%

A Multi-scale Information Integration Framework for Infrared and Visible Image Fusion

Guang Yang, Jie Li, Hanxiao Lei, Xinbo Gao

专题命中 Image Fusion ：image fusion(title,abstract)

2411.11799 2024-11-19 eess.IV cs.AI cs.CV 78%

Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion

Meng Zhou, Yuxuan Zhang, Xiaolan Xu, Jiayi Wang, Farzad Khalvati

专题命中 Image Fusion ：image fusion(title,abstract)

Comments An extended version of the paper accepted at IEEE BIBM 2024

2404.07932 2024-11-19 cs.CV eess.IV 78%

FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model

Siran Peng, Xiangyu Zhu, Haoyu Deng, Liang-Jian Deng, Zhen Lei

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Published in: IEEE Transactions on Geoscience and Remote Sensing (Early Access)

2411.04697 2024-11-08 cs.CV 78%

Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion

Yiming Sun, Bing Cao, Pengfei Zhu, Qinghua Hu

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by IJCAI 2024

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence,Main Track,Pages 1317-1325, 2024

2411.02840 2024-11-06 cs.CV 78%

Test-Time Dynamic Image Fusion

Bing Cao, Yinan Xia, Yi Ding, Changqing Zhang, Qinghua Hu

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by NeurIPS 2024

2411.01573 2024-11-05 cs.CV cs.LG eess.IV 78%

Conditional Controllable Image Fusion

Bing Cao, Xingxin Xu, Pengfei Zhu, Qilong Wang, Qinghua Hu

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by NeurIPS 2024

2410.23905 2024-11-01 cs.CV 78%

Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model

Hao Zhang, Lei Cao, Jiayi Ma

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.22837 2024-10-31 cs.CV 78%

SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion

Kun Hu, Qingle Zhang, Maoxun Yuan, Yitian Zhang

专题命中 Image Fusion ：image fusion(title,abstract)

Comments accept in ECAI 2024

2301.08072 2024-10-28 cs.CV 78%

Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models

Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma

专题命中 Image Fusion ：image fusion(title,abstract)

Comments This work has been submitted to the IEEE for possible publication

2309.06118 2024-10-23 cs.CV 78%

CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion

Keying Du, Huafeng Li, Yafei Zhang, Zhengtao Yu

专题命中 Image Fusion ：image fusion(title,abstract)

2410.12274 2024-10-17 cs.CV 78%

Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond

Pengwei Liang, Junjun Jiang, Qing Ma, Xianming Liu, Jiayi Ma

专题命中 Image Fusion ：image fusion(title,abstract)

Comments 18page

2404.17357 2024-10-16 eess.IV cs.CV 78%

Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model

Yushen Xu, Xiaosong Li, Yuchan Jie, Haishu Tan

专题命中 Image Fusion ：image fusion(title,abstract)

Comments Accepted by MICCAI 2024

Journal ref International Conference on Medical Image Computing and Computer-Assisted Intervention. Cham: Springer Nature Switzerland, 2024: 635-645

2410.06811 2024-10-10 cs.CV 78%

Rethinking the Evaluation of Visible and Infrared Image Fusion

Dayan Guan, Yixuan Wu, Tianzhu Liu, Alex C. Kot, Yanfeng Gu

专题命中 Image Fusion ：image fusion(title,abstract)

Comments The code has been released in \url{https://github.com/Yixuan-2002/SEA/}

2409.15332 2024-09-30 eess.IV cs.CV 78%

A Lightweight GAN-Based Image Fusion Algorithm for Visible and Infrared Images

Zhizhong Wu, Jiajing Chen, LiangHao Tan, Hao Gong, Zhou Yuru, Ge Shi

专题命中 Image Fusion ：image fusion(title,abstract)

2409.11642 2024-09-19 cs.CV cs.LG 78%

DAF-Net: A Dual-Branch Feature Decomposition Fusion Network with Domain Adaptive for Infrared and Visible Image Fusion

Jian Xu, Xin He

专题命中 Image Fusion ：image fusion(title,abstract)

Comments 5pages,4figures

2409.09291 2024-09-17 cs.CV 78%

Infrared and Visible Image Fusion with Hierarchical Human Perception

Guang Yang, Jie Li, Xin Liu, Zhusi Zhong, Xinbo Gao

专题命中 Image Fusion ：image fusion(title,abstract)

2409.03223 2024-09-06 cs.CV 78%

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

专题命中 Image Fusion ：image fusion(title,abstract)

2404.15992 2024-09-05 cs.CV eess.IV 78%

GAN-HA: A generative adversarial network with a novel heterogeneous dual-discriminator network and a new attention-based fusion strategy for infrared and visible image fusion

Guosheng Lu, Zile Fang, Jiaju Tian, Haowen Huang, Yuelong Xu, Zhuolin Han, Yaoming Kang, Can Feng, Zhigang Zhao

专题命中 Image Fusion ：image fusion(title,abstract)

2408.15641 2024-08-29 cs.CV 78%

MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion

Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler

专题命中 Image Fusion ：image fusion(title,abstract)

Comments 10 pages, 8 figures, accpeted by ACM International Conference on Multimedia 2024(Oral)

Journal ref 10 pages, 8 figures, accpeted by ACM International Conference on Multimedia 2024(Oral)