Multispectral Deep Neural Networks for Pedestrian Detection

8 November 2016

Papers citing "Multispectral Deep Neural Networks for Pedestrian Detection"

25 / 25 papers shown

Title
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 33 0 0 11 May 2025
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 49 4 0 02 Oct 2024
MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection Xiangbo Gao A. Kanu-Asiegbu Xiaoxiao Du Mamba 43 0 0 02 Aug 2024
Cross-Modality Proposal-guided Feature Mining for Unregistered RGB-Thermal Pedestrian Detection Chao Tian Zikun Zhou Yuqing Huang Gaojun Li Zhenyu He 34 8 0 23 Aug 2023
Cascaded information enhancement and cross-modal attention feature fusion for multispectral pedestrian detection Yang Yang Kaixiong Xu Kaizheng Wang 36 8 0 17 Feb 2023
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection Maoxun Yuan Yinyan Wang Xingxing Wei 51 45 0 28 Sep 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix Yuzuru Nakamura Yasunori Ishii Yuki Maruyama Takayoshi Yamashita 30 9 0 31 Aug 2022
Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation Litao Yang Deval Mehta Dwarikanath Mahapatra Zongyuan Ge 18 1 0 17 Aug 2022
Emergent Visual Sensors for Autonomous Vehicles You Li Julien Moreau J. Ibañez-Guzmán 47 28 0 19 May 2022
Lost in Compression: the Impact of Lossy Image Compression on Variable Size Object Detection within Infrared Imagery Neelanjan Bhowmik Jack W. Barker Yona Falinie A. Gaus T. Breckon 44 14 0 16 May 2022
Cross-Modality Attentive Feature Fusion for Object Detection in Multispectral Remote Sensing Imagery Q. Fang Zhaokui Wang 18 113 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 24 33 0 04 Dec 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 30 141 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 24 18 0 23 Jul 2021
Siamese Infrared and Visible Light Fusion Network for RGB-T Tracking Jingchao Peng Haitao Zhao Zhengwei Hu Zhuang Yi Bofan Wang 26 39 0 12 Mar 2021
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks Heng Zhang Elisa Fromont Sébastien Lefevre Bruno Avignon ObjD 18 152 0 26 Sep 2020
Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems Kailai Zhou Linsen Chen Xun Cao 31 177 0 07 Aug 2020
Hierarchical Regression Network for Spectral Reconstruction from RGB Images Yuzhi Zhao L. Po Qiong Yan Wei Liu Tingyu Lin 25 114 0 10 May 2020
Unpaired Thermal to Visible Spectrum Transfer using Adversarial Training Adam Nyberg Abdelrahman Eldesokey D. Bergström David Gustafsson ViT GAN 39 24 0 03 Apr 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 46 989 0 21 Feb 2019
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection Lu Zhang Xiangyu Zhu Xiangyu Chen Xu Yang Zhen Lei Zhiyong Liu 29 17 0 09 Jan 2019
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,959 0 15 Jul 2018
POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors Marcel Sheeny Andrew M. Wallace Mehryar Emambakhsh Sen Wang B. Connor 27 17 0 07 Apr 2018
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection Dayan Guan Yanpeng Cao Jun Liang Yanlong Cao M. Yang 3DH 22 251 0 27 Feb 2018
Deeply Aggregated Alternating Minimization for Image Restoration Youngjung Kim Hyungjoo Jung Dongbo Min Kwanghoon Sohn 18 30 0 20 Dec 2016