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 …
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 …
… 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 …
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 …
detection methods to achieve a better … kinds of detectors, the theoretical relationship of detection …
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Pedestrian detection: An evaluation of the state of the art
… 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 …
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 …
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 […
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 …
… a new static image pedestrian detection algorithm. The pedestrian feature extraction and …
Combination of feature extraction methods for SVM pedestrian detection
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 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 …
is the HOG+SVM pedestrian … a new real-time pedestrian detection method, which uses the …