TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning

2 December 2021

Papers citing "TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning"

20 / 20 papers shown

Title
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Zhilin Wang Liang-Jian Deng 53 0 0 19 Mar 2025
Multi-Exposure Image Fusion via Distilled 3D LUT Grid with Editable Mode Xin Su Zhuoran Zheng 78 0 0 18 Dec 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 39 0 0 16 Nov 2024
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond Pengwei Liang Junjun Jiang Qing Ma Xianming Liu Jiayi Ma 32 2 0 16 Oct 2024
MobileMEF: Fast and Efficient Method for Multi-Exposure Fusion L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana 46 1 0 15 Aug 2024
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion Approach Hui Li Xiao-Jun Wu 28 100 0 15 Jun 2024
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 42 21 0 19 Mar 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 35 18 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 28 4 0 02 Feb 2024
A Dual Domain Multi-exposure Image Fusion Network based on the Spatial-Frequency Integration Guang Yang Jie Li Xinbo Gao 32 3 0 17 Dec 2023
MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion Ting Jiang Chuan Wang Xinpeng Li Ru Li Haoqiang Fan Shuaicheng Liu 19 17 0 21 Sep 2023
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion Guanyao Wu Hongming Fu Jinyuan Liu Long Ma Xin-Yue Fan Risheng Liu 33 9 0 03 Sep 2023
Efficient Convolution and Transformer-Based Network for Video Frame Interpolation Issa Khalifeh L. Murn M. Mrak E. Izquierdo ViT 33 2 0 12 Jul 2023
DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images Hui Li Yongbiao Xiao Chunyang Cheng Zhongwei Shen Xiaoning Song 14 5 0 27 May 2023
EMEF: Ensemble Multi-Exposure Image Fusion Renshuai Liu Chengyang Li Haitao Cao Yinglin Zheng Ming Zeng Xuan Cheng 13 4 0 22 May 2023
More Perspectives Mean Better: Underwater Target Recognition and Localization with Multimodal Data via Symbiotic Transformer and Multiview Regression Shipei Liu Xiaoya Fan Guowei Wu 33 0 0 22 May 2023
Scale-aware Two-stage High Dynamic Range Imaging Hui Li Xuyang Yao Wuyuan Xie Miaohui Wang 17 0 0 12 Mar 2023
SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images Zhishe Wang Yanlin Chen Wenyu Shao Hui Li Lei Zhang ViT 22 92 0 25 Apr 2022
Exposure Correction Model to Enhance Image Quality Fevziye Irem Eyiokur Dogucan Yaman H. K. Ekenel Alexander Waibel 30 12 0 22 Apr 2022
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 95 1,233 0 23 Apr 2018