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M2FNet: Mask-Guided Multi-Level Fusion for RGB-T Pedestrian Detection
IEEE transactions on multimediaRGB-Thermal pedestrian detection has shown many notable advantages in various lighting and weather conditions by combining the information from RGB-T images.
Xiangyang Li +4 more
semanticscholar +1 more source
Contextual boost for pedestrian detection
2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012Pedestrian detection from images is an important and yet challenging task. The conventional methods usually identify human figures using image features inside the local regions. In this paper we present that, besides the local features, context cues in the neighborhood provide important constraints that are not yet well utilized. We propose a framework
Yuanyuan Ding, Jing Xiao 0006
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Pedestrian detection with an improved Adaboost
2013 IEEE INISTA, 2013This paper focuses on improving the performance of Adaboost (Adaptive Boosting) by using weak classifiers that make classification with a confidence score. Single thresholds and nearest neighbor classifiers are used as base classifiers. The proposed method is applied to the problem of pedestrian detection in still images.
Bölat, Bülent, Tetik, Yusuf Engin
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Deep Learning-Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds
IEEE Transactions on Industrial InformaticsOne of the fundamental tasks in autonomous driving is environment perception for pedestrian detection, where the fused pedestrian detection using camera and light detection and ranging (LiDAR) information imposes challenges since the data alignment ...
Haoran Xu +4 more
semanticscholar +1 more source
Stacked Homography Transformations for Multi-View Pedestrian Detection
IEEE International Conference on Computer Vision, 2021Multi-view pedestrian detection aims to predict a bird’s eye view (BEV) occupancy map from multiple camera views. This task is confronted with two challenges: how to establish the 3D correspondences from views to the BEV map and how to assemble occupancy
Liangchen Song +5 more
semanticscholar +1 more source
Shearlet Features for Pedestrian Detection
Journal of Mathematical Imaging and Vision, 2018zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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YOLOv10-Based Real-Time Pedestrian Detection for Autonomous Vehicles
International Conference on Signal and Image Processing ApplicationsAccurate pedestrian detection is increasingly important for safety as autonomous driving technology advances. This paper presents a real-time pedestrian detection method based on YOLOvlO.
Yan Li, Waiyie Leong, Hongli Zhang
semanticscholar +1 more source
Histograms of Salience for Pedestrian Detection
Proceedings of International Conference on Internet Multimedia Computing and Service, 2014Pedestrian detection has been seen huge progress in recent years, much thanks to the Histograms of Oriented Gradients (HOG) features. However, this method (HOG and SVM) has a large number of false detections. To conquer the problem, we provide an affirmative answer by proposing and investigating a salience representation for pedestrian detection ...
Yuanyuan Nan +5 more
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Pedestrian Detection with Stereo Vision
21st International Conference on Data Engineering Workshops (ICDEW'05), 2005This paper presents a method of pedestrian detection for automobile applications, based on stereo vision. Vision based pedestrian detection presents a difficulty due to the diversity of appearances. The proposed method overcomes the difficulty mainly through the following two contributions.
Mineki Soga +3 more
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IEEE Transactions on Information Forensics and Security, 2021
Over the years, unmanned aerial vehicles (UAVs) have been regarded as a potential solution to surveil public spaces, providing a cheap way for data collection, while covering large and difficult-to-reach areas.
S. V. A. Kumar +4 more
semanticscholar +1 more source
Over the years, unmanned aerial vehicles (UAVs) have been regarded as a potential solution to surveil public spaces, providing a cheap way for data collection, while covering large and difficult-to-reach areas.
S. V. A. Kumar +4 more
semanticscholar +1 more source

