A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion

25 May 2023

Papers citing "A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion"

23 / 23 papers shown

Title
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 9 0 0 10 May 2025
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions Hao Zhang Yanping Zha Qingwei Zhuang Z. Shao Jiayi Ma 22 0 0 08 Apr 2025
VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration Linfeng Tang Y. Wang Meiqi Gong Zizhuo Li Yuxin Deng Xunpeng Yi Chunyu Li Han Xu Hao Zhang Jiayi Ma VGen 43 0 0 30 Mar 2025
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion Jinyuan Liu Bowei Zhang Qingyun Mei Xingyuan Li Yang Zou Zhiying Jiang Long Ma Risheng Liu Xin-Yue Fan 32 0 0 22 Mar 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 59 0 0 03 Mar 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging Zhu Liu Zijun Wang Jinyuan Liu Fanqi Meng Long Ma Risheng Liu 33 0 0 02 Mar 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement Nan An Long Ma Guangchao Han Xin-Yue Fan Risheng Liu 38 0 0 27 Feb 2025
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 58 2 0 03 Feb 2025
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 79 0 0 04 Dec 2024
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning Zengxi Zhang Zhiying Jiang Long Ma Jinyuan Liu Xin-Yue Fan Risheng Liu 69 2 0 27 Nov 2024
Infrared-Assisted Single-Stage Framework for Joint Restoration and Fusion of Visible and Infrared Images under Hazy Conditions Huafeng Li Jiaqi Fang Yafei Zhang Yu Liu 59 0 0 16 Nov 2024
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks Zengyi Yang Yafei Zhang Huafeng Li Yu Liu 16 0 0 14 Nov 2024
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond Pengwei Liang Junjun Jiang Qing Ma Xianming Liu Jiayi Ma 22 2 0 16 Oct 2024
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 27 0 0 09 Oct 2024
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework Zhu Liu Zihang Chen Jinyuan Liu Long Ma Xin-Yue Fan Risheng Liu AAML 9 1 0 03 Sep 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 23 38 0 08 Aug 2023
Bilevel Generative Learning for Low-Light Vision Yingchi Liu Zhu Liu Long Ma Jinyuan Liu Xin-Yue Fan Zhongxuan Luo Risheng Liu VLM 27 1 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 11 116 0 04 Aug 2023
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond Zengxi Zhang Zhiying Jiang Jinyuan Liu Xin-Yue Fan Risheng Liu 9 10 0 02 Aug 2023
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 50 169 0 24 May 2022
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Pengfei Li Jiangshe Zhang 56 209 0 20 Mar 2020
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 93 980 0 23 Apr 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017