Medical Image Fusion: A survey of the state of the art

31 December 2013

Papers citing "Medical Image Fusion: A survey of the state of the art"

49 / 49 papers shown

Title
Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning Zobia Batool Huseyin Ozkan E. Aptoula OOD 49 0 0 28 May 2025
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking Zixiang Zhao Haowen Bai Bingxin Ke Yukun Cui Lilun Deng Yulun Zhang Kai Zhang Konrad Schindler VGen 50 0 0 26 May 2025
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 115 3 0 05 Nov 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion Yuchen Guo Ruoxiang Xu Rongcheng Li Weifeng Su 117 0 0 16 Sep 2024
SimpleFusion: A Simple Fusion Framework for Infrared and Visible Images Ming Chen Yuxuan Cheng Xinwei He Xinyue Wang Yan Aze Jinhai Xiang 84 0 0 27 Jun 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 70 20 0 12 Apr 2024
FusionMamba: Efficient Image Fusion with State Space Model Siran Peng Xiangyu Zhu Haoyu Deng Zhen Lei Liang-Jian Deng Mamba 69 9 0 11 Apr 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 108 27 0 03 Feb 2024
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 113 9 0 13 Dec 2023
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention Lin Liu Xinxin Fan Chulong Zhang Jingjing Dai Yaoqin Xie Xiaokun Liang MedIm 143 1 0 10 Oct 2023
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images Zhenyuan Ning Yixiao Mao Qianjin Feng Shengzhou Zhong Yu Zhang 38 0 0 02 Aug 2023
Dynamic Enhancement Network for Partial Multi-modality Person Re-identification A. Zheng Ziling He Zi Wang Chenglong Li Jin Tang 84 12 0 25 May 2023
Equivariant Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Peng Sun Shuang Xu Dongdong Chen Radu Timofte Luc Van Gool MedIm 80 61 0 19 May 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Yuanzhi Zhu Jiangshe Zhang Shuang Xu Yulun Zhang Peng Sun Deyu Meng Radu Timofte Luc Van Gool DiffM MedIm 88 155 0 13 Mar 2023
Multimodal Query-guided Object Localization Aditay Tripathi Rajath R Dani Anand Mishra Anirban Chakraborty 60 0 0 01 Dec 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 125 344 0 26 Nov 2022
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 68 31 0 26 Aug 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 80 44 0 14 Jul 2022
Multispectral image fusion based on super pixel segmentation Nati Ofir Jean-Christophe Nebel 31 1 0 21 Dec 2021
Unsupervised Image Fusion Using Deep Image Priors Xudong Ma P. Hill Nantheera Anantrasirichai A. Achim MedIm 59 6 0 18 Oct 2021
Semantic Image Fusion P. Hill D. R. Bull 49 0 0 13 Oct 2021
Variable Augmented Network for Invertible Modality Synthesis-Fusion Yuhao Wang Ruirui Liu Zihao Li Cailian Yang Qiegen Liu 82 2 0 02 Sep 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 104 151 0 09 Jul 2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection Moloud Abdar Soorena Salari Sina Qahremani Fellow Ieee Hak-Keung Lam Fakhri Karray Ieee Sadiq Hussain Fellow Senior Member Ieee Abbas Khosravi S. M. I. U. Rajendra Acharya V. Makarenkov Australia. S. Nahavandi OOD 132 80 0 18 May 2021
Personalizing image enhancement for critical visual tasks: improved legibility of papyri using color processing and visual illusions Vlad Atanasiu Isabelle Marthot-Santaniello 35 4 0 11 Mar 2021
Coupled Feature Learning for Multimodal Medical Image Fusion Farshad G. Veshki Nora Ouzir S. Vorobyov Esa Ollila 35 9 0 17 Feb 2021
Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection Trevor Doherty Susan Mckeever Nebras Al-attar T. Murphy C. Aura ... E. Kay W. Gallagher R. Watson A. Gowen P. Jackman 22 11 0 18 Jan 2021
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization Nishant Kumar Stefan Gumhold AAML MedIm 64 11 0 06 Dec 2020
Benchmarking and Comparing Multi-exposure Image Fusion Algorithms Xingchen Zhang 90 117 0 30 Jul 2020
VIFB: A Visible and Infrared Image Fusion Benchmark Xingchen Zhang P. Ye G. Xiao 210 157 0 09 Feb 2020
Variational Osmosis for Non-linear Image Fusion S. Parisotto L. Calatroni Aurélie Bugeau Nicolas Papadakis Carola-Bibiane Schönlieb 28 24 0 04 Oct 2019
Structural Similarity based Anatomical and Functional Brain Imaging Fusion Nishant Kumar Nico Hoffmann M. Oelschlägel E. Koch M. Kirsch Stefan Gumhold MedIm 46 15 0 11 Aug 2019
Semantic Deep Intermodal Feature Transfer: Transferring Feature Descriptors Between Imaging Modalities S. Kleinschmidt Bernardo Wagner 40 0 0 26 Jul 2019
A Semantic-based Medical Image Fusion Approach Fanda Fan Yunyou Huang Lei Wang Xingwang Xiong Zihan Jiang Zhifei Zhang Jianfeng Zhan MedIm 32 15 0 01 Jun 2019
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 81 70 0 25 Dec 2018
Modality-based Factorization for Multimodal Fusion Elham J. Barezi Peyman Momeni Pascale Fung 142 36 0 30 Nov 2018
Scale-Invariant Structure Saliency Selection for Fast Image Fusion Yixiong Liang Yuan Mao Jiazhi Xia Yao Xiang Jianfeng Liu 10 10 0 30 Oct 2018
$MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks$ MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks Yotam Intrator Gilad Katz A. Shabtai 53 21 0 11 Oct 2018
Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes Zhe Guo Xiang Li Heng-Chiao Huang Ning Guo Quanzheng Li 64 70 0 31 Oct 2017
PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data Weihong Guo Guohui Song Yue Zhang 19 7 0 29 May 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 175 2,963 0 26 May 2017
Sparse Representation based Multi-sensor Image Fusion: A Review Qiang Zhang Yi Liu Rick S. Blum Jiawei Han Dacheng Tao 66 14 0 12 Feb 2017
Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT K. Padmavathi Mahima Bhat M. Karki 14 9 0 31 Jan 2017
An Artificial Agent for Robust Image Registration Rui Liao S. Miao Pierre de Tournemire Sasa Grbic A. Kamen Tommaso Mansi Dorin Comaniciu MedIm 77 196 0 30 Nov 2016
R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation Qi Wei N. Dobigeon J. Tourneret J. Bioucas-Dias S. Godsill 128 84 0 06 Apr 2016
Confidence driven TGV fusion Valsamis Ntouskos F. Pirri 121 8 0 30 Mar 2016
Edge Detection for Pattern Recognition: A Survey A. P. James 25 10 0 15 Feb 2016
A Review of Feature and Data Fusion with Medical Images A. P. James B. Dasarathy MedIm 18 18 0 30 May 2015
Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation Qi Wei N. Dobigeon J. Tourneret 64 413 0 10 Feb 2015