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Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection

14 March 2018

Ruofeng Tong

Papers citing "Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection"

50 / 66 papers shown

Title
Cross-modal Offset-guided Dynamic Alignment and Fusion for Weakly Aligned UAV Object Detection Liu Zongzhen Luo Hui Wang Zhixing Wei Yuxing Zuo Haorui Zhang Jianlin 24 0 0 20 Jun 2025
YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection Framework Dahang Wan Rongsheng Lu Yang Fang Xianli Lang Shuangbao Shu Jingjing Chen Siyuan Shen Ting Xu Zecong Ye 27 0 0 17 Jun 2025
Learning A Robust RGB-Thermal Detector for Extreme Modality Imbalance Chao Tian Chao Yang Guoqing Zhu Qiang Wang Zhenyu He 22 0 0 28 May 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 59 0 0 11 May 2025
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 131 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 60 1 0 10 Mar 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label Chan Lee Seungho Shin Gyeong-Moon Park Jung Uk Kim 159 0 0 05 Jan 2025
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks Chen Zhou Peng Cheng Sihang Li Yize Zhang Yibo Yan Xiaojun Jia Yanyan Xu Kaidi Wang Xiaochun Cao 148 0 0 27 Nov 2024
Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion Taeheon Kim Sangyun Chung Youngjoon Yu Y. Ro CVBM 123 1 0 27 Nov 2024
Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions A. Rathinam Leo Pauly Abd El Rahman Shabayek Wassim Rharbaoui Anis Kacem Vincent Gaudillière Djamila Aouada 65 0 0 06 Nov 2024
SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion Kun Hu Qingle Zhang Maoxun Yuan Yitian Zhang 53 3 0 30 Oct 2024
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 71 1 0 15 Oct 2024
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection Junjie Guo Chenqiang Gao Fangcen Liu Deyu Meng ViT 109 3 0 12 Aug 2024
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing Minghang Zhou Tianyu Li Chaofan Qiao Dongyu Xie Guoqing Wang Ningjuan Ruan Lin Mei Yang Yang Mamba 87 6 0 11 Jul 2024
RGB-T Object Detection via Group Shuffled Multi-receptive Attention and Multi-modal Supervision Jinzhong Wang Xuetao Tian Shun Dai Tao Zhuo Haorui Zeng Hongjuan Liu Jiaqi Liu Xiuwei Zhang Yanning Zhang 84 1 0 29 May 2024
Vulnerable Road User Detection and Safety Enhancement: A Comprehensive Survey Renato M. Silva Gregório F. Azevedo M. V. Berto Jean R. Rocha E. C. Fidelis Matheus V. Nogueira Pedro H. Lisboa Tiago A. Almeida 80 4 0 29 May 2024
A PST Algorithm for FPs Suppression in Two-stage CNN Detection Methods Qiang Guo 135 0 0 24 May 2024
AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection Zizhao Chen Yeqiang Qian Xiaoxiao Yang Chunxiang Wang Ming Yang 58 3 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 112 0 0 26 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 118 32 0 14 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 92 0 0 29 Mar 2024
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 97 3 0 22 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 87 10 0 01 Mar 2024
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey Bahareh Ghari Ali Tourani A. Shahbahrami Georgi Gaydadjiev 61 23 0 15 Jan 2024
Low-light Pedestrian Detection in Visible and Infrared Image Feeds: Issues and Challenges H. Vachhani Thangarajah Akilan 61 1 0 14 Nov 2023
Cross-Modality Proposal-guided Feature Mining for Unregistered RGB-Thermal Pedestrian Detection Chao Tian Zikun Zhou Yuqing Huang Gaojun Li Zhenyu He 71 9 0 23 Aug 2023
ThermRad: A Multi-modal Dataset for Robust 3D Object Detection under Challenging Conditions Qiao Yan Yihan Wang 56 0 0 20 Aug 2023
ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection Jifeng Shen Yifei Chen Yue Liu Xin Zuo Heng Fan Wankou Yang ViT 59 117 0 15 Aug 2023
Erasure-based Interaction Network for RGBT Video Object Detection and A Unified Benchmark Zhengzheng Tu Qishun Wang Hongshun Wang Kunpeng Wang Chenglong Li VOS 79 4 0 03 Aug 2023
$$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection$ $\mathbf{C}^2$ Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection Maoxun Yuan Xingxing Wei ViT 133 45 0 28 Jun 2023
TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection Xue Zhang Xiaohan Zhang Jiacheng Ying Zehua Sheng Heng Yu Chunguang Li Hui-Liang Shen ViT 65 12 0 26 May 2023
Cascaded information enhancement and cross-modal attention feature fusion for multispectral pedestrian detection Yang Yang Kaixiong Xu Kaizheng Wang 83 8 0 17 Feb 2023
MS-DETR: Multispectral Pedestrian Detection Transformer with Loosely Coupled Fusion and Modality-Balanced Optimization Yinghui Xing Song Wang Shizhou Zhang Guoqiang Liang Xiuwei Zhang Yanning Zhang ViT 138 8 0 01 Feb 2023
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices Muhammad Ali Farooq Waseem Shariff Faisal Khan Peter Corcoran 44 2 0 18 Jan 2023
Dynamic Conditional Imitation Learning for Autonomous Driving Hesham M. Eraqi Mohamed Moustafa J. Honer 60 15 0 17 Nov 2022
Emergent Visual Sensors for Autonomous Vehicles You Li Julien Moreau J. Ibañez-Guzmán 95 31 0 19 May 2022
Unsupervised Visible-light Images Guided Cross-Spectrum Depth Estimation from Dual-Modality Cameras Yubin Guo Qianliang Wu Xinlei Qi Jin Xie Chengzhong Xu Hui Kong MDE 21 1 0 30 Apr 2022
Weakly Aligned Feature Fusion for Multimodal Object Detection Lu Zhang Zhiyong Liu Xiangyu Zhu Zhan Song Xu Yang Zhen Lei Hong Qiao ObjD 64 44 0 21 Apr 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 110 40 0 07 Mar 2022
Drone Object Detection Using RGB/IR Fusion Lizhi Yang Ruhang Ma A. Zakhor 27 14 0 11 Jan 2022
Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection Yifan Zhuang Ziyuan Pu Jia Hu Yinhai Wang 39 25 0 09 Dec 2021
Cross-Modality Attentive Feature Fusion for Object Detection in Multispectral Remote Sensing Imagery Q. Fang Zhaokui Wang 51 128 0 06 Dec 2021
BAANet: Learning Bi-directional Adaptive Attention Gates for Multispectral Pedestrian Detection Xiaoxiao Yang Yeqian Qiang Huijie Zhu Chunxiang Wang Ming Yang 65 35 0 04 Dec 2021
Does Thermal data make the detection systems more reliable? Shruthi Gowda Bahram Zonooz Elahe Arani 26 1 0 09 Nov 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 90 156 0 30 Oct 2021
Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU Napat Wanchaitanawong Masayuki Tanaka Takashi Shibata Masatoshi Okutomi CVBM 52 21 0 23 Jul 2021
Partially fake it till you make it: mixing real and fake thermal images for improved object detection Francesco Bongini Lorenzo Berlincioni Marco Bertini A. Bimbo 3DPC 67 12 0 25 Jun 2021
Spatio-Contextual Deep Network Based Multimodal Pedestrian Detection For Autonomous Driving Kinjal Dasgupta Arindam Das Sudip Das Ujjwal Bhattacharya S. Yogamani 75 67 0 26 May 2021
Multimodal Object Detection via Probabilistic Ensembling Yi-Ting Chen Jing Shi Zelin Ye Christoph Mertz Deva Ramanan Shu Kong 104 115 0 07 Apr 2021
Robust pedestrian detection in thermal imagery using synthesized images My Kieu Lorenzo Berlincioni L. Galteri Marco Bertini Andrew D. Bagdanov A. Bimbo 60 21 0 03 Feb 2021