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
Why mamba is effective? Exploit Linear Transformer-Mamba Network for Multi-Modality Image Fusion Chenguang Zhu Shan Gao Huafeng Chen Guangqian Guo Chaowei Wang Yaoxing Wang Chen Shu Lei Quanjiang Fan Mamba 26 0 0 05 Sep 2024
Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications And Challenges James E. Gallagher E. Oughton 31 0 0 03 Sep 2024
IVGF: The Fusion-Guided Infrared and Visible General Framework Fangcen Liu Chenqiang Gao Fang Chen Pengcheng Li Junjie Guo Deyu Meng 33 0 0 02 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
Supervised Image Translation from Visible to Infrared Domain for Object Detection Prahlad Anand Qiranul Saadiyean Aniruddh Sikdar N. Nalini Suresh Sundaram 42 1 0 03 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
Double-Shot 3D Shape Measurement with a Dual-Branch Network Mingyang Lei Jingfan Fan Long Shao Hong Song Deqiang Xiao Danni Ai Tianyu Fu Ying Gu Jian Yang 3DPC 3DV 25 0 0 19 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
Multi-View Black-Box Physical Attacks on Infrared Pedestrian Detectors Using Adversarial Infrared Grid Kalibinuer Tiliwalidi Chengyin Hu Weiwen Shi AAML 25 1 0 01 Jul 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
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 42 0 0 11 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion Haolong Ma Hui Li Chunyang Cheng Gaoang Wang Xiaoning Song Xiao-Jun Wu 55 1 0 31 May 2024
Towards RGB-NIR Cross-modality Image Registration and Beyond Huadong Li Shichao Dong Jin Wang Rong Fu Minhao Jing Jiajun Liang Haoqiang Fan Renhe Ji 36 0 0 30 May 2024
Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection Xue Zhang Sixi Cao Fang Wang Runmin Zhang Zhe Wu Xiaohan Zhang Xiaokai Bai Hui-Liang Shen 30 1 0 25 May 2024
U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation Bingyu Li Da Zhang Zhiyuan Zhao Junyu Gao Xuelong Li 30 5 0 24 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
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 48 3 0 16 May 2024
MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion Jingxue Huang Xilai Li Tianshu Tan Xiaosong Li Tao Ye 29 0 0 27 Apr 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution Cyprien Arnold Philippe Jouvet Lama Seoud 39 0 0 22 Apr 2024
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training Jiayang Li Junjun Jiang Pengwei Liang Jiayi Ma Liqiang Nie 42 1 0 17 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 43 27 0 14 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 39 19 0 12 Apr 2024
VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing Meng Yu Te Cui Haoyang Lu Yufeng Yue 37 9 0 11 Apr 2024
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model Yijia Chen Pinghua Chen Xiangxin Zhou Yingtie Lei Ziyang Zhou Mingxian Li 54 1 0 10 Apr 2024
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion Xunpeng Yi Han Xu Hao Zhang Linfeng Tang Jiayi Ma 24 37 0 25 Mar 2024
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System Jing Li Lu Bai Bi-Hong Yang Chang Li Lingfei Ma Lixin Cui Edwin R. Hancock 43 1 0 24 Mar 2024
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions Jiacong Xu Mingqian Liao K. R. Prabhakar Vishal M. Patel 43 6 0 21 Mar 2024
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 37 21 0 19 Mar 2024
CART: Caltech Aerial RGB-Thermal Dataset in the Wild Connor T. Lee Matthew O. Anderson Nikhil Raganathan Xingxing Zuo Kevin Do Georgia Gkioxari Soon-Jo Chung 40 7 0 13 Mar 2024
Beyond Night Visibility: Adaptive Multi-Scale Fusion of Infrared and Visible Images Shufan Pei Junhong Lin Wenxi Liu Tiesong Zhao Chia-Wen Lin 43 4 0 02 Mar 2024
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion Junjie Guo Chenqiang Gao Fangcen Liu Deyu Meng Xinbo Gao 30 8 0 01 Mar 2024
NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes Cidan Shi Lihuang Fang Han Wu Xiaoyu Xian Yukai Shi Liang Lin 37 1 0 28 Feb 2024
Infrared and visible Image Fusion with Language-driven Loss in CLIP Embedding Space Yuhao Wang Lingjuan Miao Zhiqiang Zhou Lei Zhang Yajun Qiao CLIP 19 3 0 26 Feb 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 32 18 0 03 Feb 2024
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes Xilai Li Xiaosong Li Haishu Tan 29 1 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
FuseFormer: A Transformer for Visual and Thermal Image Fusion Aytekin Erdogan Erdem Akagündüz ViT 21 1 0 01 Feb 2024
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion Xingyuan Li Yang Zou Jinyuan Liu Zhiying Jiang Long Ma Xin-Yue Fan Risheng Liu 51 4 0 31 Dec 2023
Adversarial Infrared Curves: An Attack on Infrared Pedestrian Detectors in the Physical World Chen-Hao Hu Weiwen Shi AAML 35 3 0 21 Dec 2023
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion Chunyang Cheng Tianyang Xu Xiao-Jun Wu Hui Li Xi Li Zhangyong Tang Josef Kittler 18 12 0 21 Dec 2023
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 35 6 0 13 Dec 2023
A Multi-scale Information Integration Framework for Infrared and Visible Image Fusion Guang Yang Jie Li Hanxiao Lei Xinbo Gao 27 16 0 07 Dec 2023
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models Rizhao Cai Zirui Song Dayan Guan Zhenhao Chen Xing Luo Chenyu Yi Alex C. Kot MLLM VLM 33 31 0 05 Dec 2023
Two-stage optimized unified adversarial patch for attacking visible-infrared cross-modal detectors in the physical world Chen-Hao Hu Weiwen Shi AAML 26 0 0 04 Dec 2023
Fusion of Single and Integral Multispectral Aerial Images Mohamed Youssef Oliver Bimber 23 3 0 29 Nov 2023
Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion Xilai Li Xiaosong Li Tao Ye Xiaoqi Cheng Wuyang Liu Haishu Tan 29 5 0 03 Nov 2023
RGB-X Object Detection via Scene-Specific Fusion Modules Sri Aditya Deevi Connor T. Lee Lu Gan Sushruth Nagesh Gaurav Pandey Soon-Jo Chung 3DPC 23 12 0 30 Oct 2023
ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery Rudraksh Kapil S. M. Marvasti-Zadeh Nadir Erbilgin Nilanjan Ray 23 1 0 24 Oct 2023
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network Qiao Yang Yu Zhang Zijing Zhao Jian Zhang Shunli Zhang 25 12 0 26 Sep 2023
SSPFusion: A Semantic Structure-Preserving Approach for Infrared and Visible Image Fusion Qiao Yang Yuhang Zhang Jian Zhang Zijing Zhao Shunli Zhang Jinqiao Wang Jing Chen 14 0 0 26 Sep 2023