Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

30 March 2022

Papers citing "Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection"

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Title
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 26 0 0 10 May 2025
DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once Qi Zhou Yukai Shi Xiaojun Yang Xiaoyu Xian Lunjia Liao Ruimao Zhang Liang Lin 51 0 0 07 May 2025
Quaternion Infrared Visible Image Fusion Weihua Yang Yicong Zhou 27 0 0 05 May 2025
RGBX-DiffusionDet: A Framework for Multi-Modal RGB-X Object Detection Using DiffusionDet Eliraz Orfaig Inna Stainvas Igal Bilik 22 0 0 05 May 2025
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 61 0 0 04 May 2025
SAGA: Semantic-Aware Gray color Augmentation for Visible-to-Thermal Domain Adaptation across Multi-View Drone and Ground-Based Vision Systems Manjunath D Aniruddh Sikdar Prajwal Gurunath Sumanth Udupa Suresh Sundaram 34 0 0 22 Apr 2025
SC3EF: A Joint Self-Correlation and Cross-Correspondence Estimation Framework for Visible and Thermal Image Registration Xi Tong Xing Luo Jiangxin Yang Yanpeng Cao 34 0 0 17 Apr 2025
DAAF:Degradation-Aware Adaptive Fusion Framework for Robust Infrared and Visible Images Fusion Tianpei Zhang Jufeng Zhao Yiming Zhu Guangmang Cui Yuxin Jing Yuhan Lyu 27 0 0 15 Apr 2025
Distilling Textual Priors from LLM to Efficient Image Fusion Ran Zhang Xuanhua He Ke Cao L. Liu Li Zhang Man Zhou Jie Zhang 24 0 0 09 Apr 2025
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions Hao Zhang Yanping Zha Qingwei Zhuang Z. Shao Jiayi Ma 27 0 0 08 Apr 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion Xingyu Hu Junjun Jiang Chenyang Wang Kui Jiang Xianming Liu Jiayi Ma 21 0 0 07 Apr 2025
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts Linfeng Tang Yeda Wang Z. Cai Junjun Jiang Jiayi Ma 45 1 0 30 Mar 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 51 0 0 30 Mar 2025
Dig2DIG: Dig into Diffusion Information Gains for Image Fusion Bing Cao Baoshuo Cai Changqing Zhang Q. Hu 44 0 0 24 Mar 2025
DiffV2IR: Visible-to-Infrared Diffusion Model via Vision-Language Understanding Lingyan Ran Lidong Wang Guangcong Wang Peng Wang Y. Zhang 56 0 0 24 Mar 2025
OCCO: LVM-guided Infrared and Visible Image Fusion Framework based on Object-aware and Contextual COntrastive Learning Hui Li Congcong Bian Zeyang Zhang Xiaoning Song Xi Li Xiao Wu 51 0 0 24 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 39 0 0 22 Mar 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Z. Wang Liang-Jian Deng 53 0 0 19 Mar 2025
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking Andong Lu Yuanzhi Guo Wanyu Wang Chenglong Li Jin Tang Bin Luo 54 0 0 14 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 55 1 0 13 Mar 2025
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion Xingxin Xu Bing Cao Yinan Xia Pengfei Zhu Q. Hu 43 0 0 13 Mar 2025
CM-Diff: A Single Generative Network for Bidirectional Cross-Modality Translation Diffusion Model Between Infrared and Visible Images Bin Hu Chenqiang Gao Shurui Liu Junjie Guo Fang Chen F. Liu DiffM 60 0 0 12 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Z. Wang Yang Zou Z. Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 78 1 0 03 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 68 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 38 0 0 02 Mar 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion Chunyang Cheng Tianyang Xu Zhenhua Feng Xiaojun Wu ZhangyongTang Hui Li Zeyang Zhang Sara Atito Muhammad Awais J. Kittler 71 0 0 27 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding S. Xiang Chunhong Pan 72 1 0 04 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
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 56 4 0 28 Jan 2025
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training Xingyi He He Hao Yu Sida Peng Dongli Tan Zehong Shen Hujun Bao Xiaowei Zhou 46 4 0 13 Jan 2025
Towards Multimodal Metaphor Understanding: A Chinese Dataset and Model for Metaphor Mapping Identification Dongyu Zhang Shengcheng Yin J. Yu Zhiyao Wu Zhen Li Chengpei Xu X. Wang Feng Xia 132 0 0 05 Jan 2025
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 102 0 0 21 Dec 2024
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 81 0 0 04 Dec 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 69 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 34 0 0 14 Nov 2024
Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion Yiming Sun Bing Cao Pengfei Zhu Q. Hu 43 1 0 07 Nov 2024
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 25 0 0 07 Nov 2024
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 30 3 0 05 Nov 2024
Conditional Controllable Image Fusion Bing Cao Xingxin Xu Pengfei Zhu Qilong Wang Q. Hu 34 2 0 03 Nov 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model Hao Zhang Lei Cao Jiayi Ma DiffM 38 4 0 31 Oct 2024
SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion Kun Hu Qingle Zhang Maoxun Yuan Yitian Zhang 24 2 0 30 Oct 2024
IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks Manjunath D Prajwal Gurunath Sumanth Udupa Aditya Gandhamal Shrikar Madhu Aniruddh Sikdar Suresh Sundaram 19 0 0 28 Oct 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
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 34 0 0 09 Oct 2024
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments Meng Yu Luojie Yang Xunjie He Yi Yang Yufeng Yue VLM 28 0 0 09 Oct 2024
OSSA: Unsupervised One-Shot Style Adaptation Robin Gerster Holger Caesar Matthias Rapp Alexander Wolpert Michael Teutsch VLM 34 0 0 01 Oct 2024
DAF-Net: A Dual-Branch Feature Decomposition Fusion Network with Domain Adaptive for Infrared and Visible Image Fusion Jian Xu Xin He 21 3 0 18 Sep 2024
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation Yuchen Guo Weifeng Su 21 0 0 16 Sep 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion Yuchen Guo Ruoxiang Xu Rongcheng Li Zhenghao Wu Weifeng Su 21 0 0 16 Sep 2024
Infrared and Visible Image Fusion with Hierarchical Human Perception Guang Yang Jie Li Xin Liu Zhusi Zhong Xinbo Gao 36 0 0 14 Sep 2024