LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

24 August 2021

Papers citing "LLVIP: A Visible-infrared Paired Dataset for Low-light Vision"

50 / 102 papers shown

Title
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 56 0 0 07 May 2025
Quaternion Infrared Visible Image Fusion Weihua Yang Yicong Zhou 27 0 0 05 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
Flow Intelligence: Robust Feature Matching via Temporal Signature Correlation Jie Wang Chen Ye Gan Caoqi Wei Jiangtao Wen Yuxing Han 24 0 0 16 Apr 2025
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors Jiahuan Long Wen Yao Tingsong Jiang Chao Ma AAML 39 0 0 15 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 34 0 0 15 Apr 2025
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions Youngwan Jin Michal Kovac Yagiz Nalcakan Hyeongjin Ju Hanbin Song Sanghyeop Yeo Shiho Kim 44 0 0 10 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
VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration Linfeng Tang Yansen Wang Meiqi Gong Zizhuo Li Yuxin Deng Xunpeng Yi Chunyu Li Han Xu Hao Zhang Jiayi Ma VGen 51 0 0 30 Mar 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
RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models Mehdi Moshtaghi Siavash H. Khajavi Joni Pajarinen VLM 54 0 0 25 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 Yuyao Zhang 59 0 0 24 Mar 2025
Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model Tianpei Zhang Yiming Zhu Jufeng Zhao Guangmang Cui Yuchen Zheng Mamba 49 0 0 24 Mar 2025
MapGlue: Multimodal Remote Sensing Image Matching Peihao Wu Yongxiang Yao Wenfei Zhang Dong Wei Y. Wan Yansheng Li Yongjun Zhang 44 0 0 20 Mar 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Zihan Wang Liang-Jian Deng 53 0 0 19 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 57 0 0 19 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 63 1 0 13 Mar 2025
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 66 1 0 11 Mar 2025
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection Wentao Wu Chenglong Li Xinyu Wang Bin Luo Qi Liu 35 0 0 10 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
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines Xinyi Ying Chao Xiao Ruojing Li Xu He Boyang Li ... Miao Li Shilin Zhou Wei An Weidong Sheng Li Liu 157 7 0 21 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding S. Xiang Chunhong Pan 74 1 0 04 Feb 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label Chan Lee Seungho Shin Gyeong-Moon Park Jung Uk Kim 35 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 106 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 83 0 0 04 Dec 2024
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks Zengyi Yang Yafei Zhang Huafeng Li Yu Liu 39 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
Test-Time Dynamic Image Fusion Bing Cao Yinan Xia Yi Ding Changqing Zhang Q. Hu 32 3 0 05 Nov 2024
Conditional Controllable Image Fusion Bing Cao Xingxin Xu Pengfei Zhu Qilong Wang Q. Hu 44 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 5 0 31 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 40 1 0 13 Oct 2024
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 36 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 30 0 0 09 Oct 2024
Measuring Sound Symbolism in Audio-visual Models Wei-Cheng Tseng Yi-Jen Shih David Harwath Raymond Mooney 37 0 0 18 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Zihan Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 40 2 0 14 Sep 2024
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion Yanglin Deng Tianyang Xu Chunyang Cheng Xiao-Jun Wu Josef Kittler 29 2 0 28 Aug 2024
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? Yi-Fan Zhang Huanyu Zhang Haochen Tian Chaoyou Fu Shuangqing Zhang ... Qingsong Wen Zhang Zhang Liwen Wang Rong Jin Tieniu Tan OffRL 69 36 0 23 Aug 2024
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model Guoqing Zhu Honghu Pan Qiang Wang Chao Tian Chao Yang Zhenyu He 25 0 0 07 Aug 2024
Nighttime Pedestrian Detection Based on Fore-Background Contrast Learning He Yao Yongjun Zhang Huachun Jian Li Zhang Ruzhong Cheng 26 8 0 06 Aug 2024
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion Approach Yongchan Choi Qianwu Wang Chanmoo Park Dongha Kim Yongdai Kim 46 0 0 02 Aug 2024
FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network Weiying Xie Yusi Zhang Tianlin Hui Jiaqing Zhang Jie Lei Yunsong Li 35 1 0 23 Jul 2024
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset Yi Zhang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu 34 4 0 14 Jul 2024
IoT-LM: Large Multisensory Language Models for the Internet of Things Shentong Mo Russ Salakhutdinov Louis-Philippe Morency Paul Pu Liang MLLM 29 7 0 13 Jul 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 51 13 0 25 May 2024
AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection Zizhao Chen Yeqiang Qian Xiaoxiao Yang Chunxiang Wang Ming Yang 29 1 0 21 May 2024
UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning Maoxun Yuan Bo Cui Tianyi Zhao Xingxing Wei Shan Fu Xue Yang Xingxing Wei 46 0 0 26 Apr 2024
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather Conditions Haoyuan Li Qi Hu You Yao Kailun Yang Peng Chen 48 5 0 25 Apr 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 57 10 0 18 Apr 2024