A new pedestrian detection method based on combined HOG and LSS features

S Yao, S Pan, T Wang, C Zheng, W Shen, Y Chong - Neurocomputing, 2015 - Elsevier
… In order to compare with other state-of-the-art pedestrian detection methods, we carried out
the experiments with images, not patches. We adopt HOG–LSS feature and MutualCascade …

Pedestrian detection method based on Faster R-CNN

H Zhang, Y Du, S Ning, Y Zhang… - … and Security (CIS), 2017 - ieeexplore.ieee.org
pedestrian detection method was put forward. This method was trained on the INRIA pedestrian
… And it was tested on the INRIA pedestrian dataset and another pedestrian dataset which …

An efficient pedestrian detection method based on YOLOv2

Z Liu, Z Chen, Z Li, W Hu - Mathematical Problems in …, 2018 - Wiley Online Library
pedestrian detection, we introduce the general detector, YOLOv2, as the basic framework of
our pedestrian detection … network, adapting better for the pedestrian. For the convenience of …

A combined object detection method with application to pedestrian detection

F Gao, C Wang, C Li - IEEE Access, 2020 - ieeexplore.ieee.org
detection method by using both classical and deep learning … advantages of two kinds of
detection methods to achieve a better … kinds of detectors, the theoretical relationship of detection

Pedestrian detection: An evaluation of the state of the art

P Dollar, C Wojek, B Schiele… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
… discuss evaluation methodology in detail. A survey of pedestrian detectors is given in Section
4.1 and in Section 4.2 we discuss the 16 representative state-of-the-art detectors used in …

Pedestrian detection with convolutional neural networks

M Szarvas, A Yoshizawa… - IEEE Proceedings …, 2005 - ieeexplore.ieee.org
… novel pedestrian detection method based on the use of a convolutional neural network (CNN)
classifier. Our method … the feature representation to the detection task and regularizing the …

Design guidelines on deep learning–based pedestrian detection methods for supporting autonomous vehicles

A Boukerche, M Sha - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
… Before we elaborate on pedestrian detection methods, we need to clarify the application
scenarios of pedestrian detectors. We display the automation level standards proposed by SAE […

A pedestrian detection method based on genetic algorithm for optimize XGBoost training parameters

Y Jiang, G Tong, H Yin, N Xiong - IEEE Access, 2019 - ieeexplore.ieee.org
… learning classifier which is used for pedestrian detection based on XGBoost. Our approach,
… a new static image pedestrian detection algorithm. The pedestrian feature extraction and …

Combination of feature extraction methods for SVM pedestrian detection

IP Alonso, DF Llorca, MÁ Sotelo… - IEEE Transactions …, 2007 - ieeexplore.ieee.org
This paper describes a comprehensive combination of feature extraction methods for vision-based
pedestrian detection in Intelligent Transportation Systems. The basic components of …

Pedestrian detection based on YOLO network model

W Lan, J Dang, Y Wang, S Wang - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
Pedestrian detection is also the basis for later identification … pedestrian detection method
is the HOG+SVM pedestrian … a new real-time pedestrian detection method, which uses the …