Image Fusion

Searching a Compact Architecture for Robust Multi-Exposure Image Fusion

Zhu Liu, Jinyuan Liu, Guanyao Wu, Zihang Chen, Xin Fan, Risheng Liu

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

Comments 14 pages, 11 figures

A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion

Zihan Cao, Xiao Wu, Liang-Jian Deng, Yu Zhong

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

TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion

Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson, Alin Achim

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

Comments 11 pages, 2 figures, accepted by MICCAI 2024

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

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

MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion

Jingxue Huang, Xilai Li, Tianshu Tan, Xiaosong Li, Tao Ye

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

Image Fusion via Vision-Language Model

Zixiang Zhao, Lilun Deng, Haowen Bai, Yukun Cui, Zhipeng Zhang, Yulun Zhang, Haotong Qin, Dongdong Chen, Jiangshe Zhang, Peng Wang, Luc Van Gool

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

Comments Accepted by International Conference on Machine Learning (ICML) 2024

D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion

Xu Song, Tianyu Shen, Hui Li, Xiao-Jun Wu

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

Comments There are some errors that need to be corrected

Real HSI-MSI-PAN image dataset for the hyperspectral/multi-spectral/panchromatic image fusion and super-resolution fields

Shuangliang Li

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

Benchmark Evaluation of Image Fusion algorithms for Smartphone Camera Capture

Lucas N. Kirsten

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

Comments Presented at the ICMLAI 2024, in Mendonza, Argentina

Journal ref International Journal on Recent and Innovation Trends in Computing and Communication; Vol. 11 No. 9 (2023)

CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion Approach

Hui Li, Xiao-Jun Wu

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

Comments 11 pages, 16 fuigures

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold

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

Comments Accepted at IJCAI Workshop 2024. Source code available at https://github.com/nish03/FusionINN

Bayesian multi-exposure image fusion for robust high dynamic range ptychography

Shantanu Kodgirwar, Lars Loetgering, Chang Liu, Aleena Joseph, Leona Licht, Daniel S. Penagos Molina, Wilhelm Eschen, Jan Rothhardt, Michael Habeck

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

IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network

Qiao Yang, Yu Zhang, Zijing Zhao, Jian Zhang, Shunli Zhang

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

Comments Accept by IEEE Signal Processing Letters

FuseFormer: A Transformer for Visual and Thermal Image Fusion

Aytekin Erdogan, Erdem Akagündüz

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

Comments 8 pages, 6 figures, 6 tables

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion

Yu-Jie Liang, Zihan Cao, Liang-Jian Deng, Xiao Wu

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

Equivariant Multi-Modality Image Fusion

Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Kai Zhang, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool

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

Comments Accepted by CVPR 2024

MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion

Zhe Li, Haiwei Pan, Kejia Zhang, Yuhua Wang, Fengming Yu

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

Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion

Pan Mu, Zhiying Du, Jinyuan Liu, Cong Bai

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

Journal ref Proceedings of the 31st ACM International Conference on Multimedia, October 2023, Pages 2985-2993

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion

Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

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

Comments Accepted by CVPR 2024

Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System

Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock

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

Task-Customized Mixture of Adapters for General Image Fusion

Pengfei Zhu, Yang Sun, Bing Cao, Qinghua Hu

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

Comments Accepted by CVPR 2024

UFO: Uncertainty-aware LiDAR-image Fusion for Off-road Semantic Terrain Map Estimation

Ohn Kim, Junwon Seo, Seongyong Ahn, Chong Hui Kim

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

US \& MRI Image Fusion Based on Markerless Skin Registration

Martina Paccini, Giacomo Paschina, Stefano De Beni, Andrei Stefanov, Velizar Kolev, Giuseppe Patanè

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

Point cloud-based registration and image fusion between cardiac SPECT MPI and CTA

Shaojie Tang, Penpen Miao, Xingyu Gao, Yu Zhong, Dantong Zhu, Haixing Wen, Zhihui Xu, Qiuyue Wei, Hongping Yao, Xin Huang, Rui Gao, Chen Zhao, Weihua Zhou

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

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

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

Comments v2 version, 13 pages, 16 figures, with the code repository link

FusionBooster: A Unified Image Fusion Boosting Paradigm

Chunyang Cheng, Tianyang Xu, Xiao-Jun Wu, Hui Li, Xi Li, Josef Kittler

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

Comments 18 pages; v2, including the code repository

SAMF: Small-Area-Aware Multi-focus Image Fusion for Object Detection

Xilai Li, Xiaosong Li, Haishu Tan, Jinyang Li

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

Comments Accepted to International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024

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

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

Comments Accepted to IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024

Image Fusion in Remote Sensing: An Overview and Meta Analysis

Hessah Albanwan, Rongjun Qin, Yang Tang

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

Comments 21pages, 10 figures

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 Fan, Risheng Liu

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

Comments 10 pages, 12 figures, 3 tables, conference