Pedestrian detection: An evaluation of the state of the art

P Dollar, C Wojek, B Schiele… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Pedestrian detection is a key problem in computer vision, with several applications that have
the potential to positively impact quality of life. In recent years, the number of approaches to …

[HTML][HTML] Human detection in surveillance videos and its applications-a review

M Paul, SME Haque, S Chakraborty - EURASIP Journal on Advances in …, 2013 - Springer
Detecting human beings accurately in a visual surveillance system is crucial for diverse
application areas including abnormal event detection, human gait characterization …

[PDF][PDF] 行人检测技术综述

苏松志, 李绍滋, 陈淑媛, 蔡国榕, 吴云东 - 电子学报, 2012 - ejournal.org.cn
行人检测是计算机视觉中的研究热点和难点, 本文对2005-2011 这段时间内的行人检测技术中
最核心的两个问题—特征提取, 分类器与定位—的研究现状进行综述. 文章中首先将这些问题的 …

3d traffic scene understanding from movable platforms

A Geiger, M Lauer, C Wojek, C Stiller… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we present a novel probabilistic generative model for multi-object traffic scene
understanding from movable platforms which reasons jointly about the 3D scene layout as …

Monocular pedestrian detection: Survey and experiments

M Enzweiler, DM Gavrila - IEEE transactions on pattern …, 2008 - ieeexplore.ieee.org
Pedestrian detection is a rapidly evolving area in computer vision with key applications in
intelligent vehicles, surveillance, and advanced robotics. The objective of this paper is to …

Detecting people using mutually consistent poselet activations

L Bourdev, S Maji, T Brox, J Malik - European conference on computer …, 2010 - Springer
Bourdev and Malik (ICCV 09) introduced a new notion of parts, poselets, constructed to be
tightly clustered both in the configuration space of keypoints, as well as in the appearance …

Multi-cue onboard pedestrian detection

C Wojek, S Walk, B Schiele - 2009 IEEE conference on …, 2009 - ieeexplore.ieee.org
Various powerful people detection methods exist. Surprisingly, most approaches rely on
static image features only despite the obvious potential of motion information for people …

Robust optimization for deep regression

V Belagiannis, C Rupprecht… - Proceedings of the …, 2015 - openaccess.thecvf.com
Abstract Convolutional Neural Networks (ConvNets) have successfully contributed to
improve the accuracy of regression-based methods for computer vision tasks such as …

Shape-based human detection and segmentation via hierarchical part-template matching

Z Lin, LS Davis - IEEE transactions on pattern analysis and …, 2010 - ieeexplore.ieee.org
We propose a shape-based, hierarchical part-template matching approach to simultaneous
human detection and segmentation combining local part-based and global shape-template …

Virtual and real world adaptation for pedestrian detection

D Vazquez, AM Lopez, J Marin… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Pedestrian detection is of paramount interest for many applications. Most promising
detectors rely on discriminatively learnt classifiers, ie, trained with annotated samples …