Results 21 to 30 of about 4,817,825 (346)

Underground video pedestrian detection method

Gong-kuang zidonghua, 2020
For problems of existing pedestrian detection methods based on deep learning such as large computation, detection efficiency relying on hardware performance heavily and so on, the pedestrian detection method based on SSD network was improved.
LI Xianguo, LI Bin, LIU Zongpeng, FENG Xinxin, LIU Xiao, SONG Jinshui, ZHANG Lei   +6 more
doaj   +1 more source

Pedestrian Detection Algorithm Combining Attention Mechanism and Nonmaximum Suppression Method

Advances in Multimedia, 2022
With the involution of pedestrian detection technology, higher requirements are put forward for the detection accuracy under the conditions of insufficient light, target occlusion, and too small scale. Without information and multiscale pedestrian target,
Duo Pan, Xuemei Zhou
doaj   +1 more source

MRCNNAM: Mask Region Convolutional Neural Network Model Based On Attention Mechanism And Gabor Feature For Pedestrian Detection

Journal of Applied Science and Engineering, 2023
A pedestrian detection algorithm based on the improved Mask RCNN framework and Gabor feature is proposed to solve the problem of poor pedestrian detection effect in complex scenes.
Ye Wang
doaj   +1 more source

CityPersons: A Diverse Dataset for Pedestrian Detection [PDF]

Computer Vision and Pattern Recognition, 2017
Convnets have enabled significant progress in pedestrian detection recently, but there are still open questions regarding suitable architectures and training data.
Shanshan Zhang, Rodrigo Benenson, B. Schiele   +2 more
semanticscholar   +1 more source

Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation

IEEE Access, 2022
Pedestrian lane detection is a crucial task in assistive navigation for vision-impaired people. It can provide information on walkable regions, help blind people stay on the pedestrian lane, and assist with obstacle detection.
Yunjia Lei, Son Lam Phung, Abdesselam Bouzerdoum, Hoang Thanh Le, Khoa Luu   +4 more
doaj   +1 more source

Pedestrian detection in uncontrolled environments using stereo and biometric information [PDF]

, 2006
A method for pedestrian detection from challenging real world outdoor scenes is presented in this paper. This technique is able to extract multiple pedestrians, of varying orientations and appearances, from a scene even when faced with large and multiple
O'Connor, Noel E., Noel E. O’Connor, Kelly, Philip, Smeaton, Alan F., Philip Kelly, O\u27Connor, Noel E., Alan F. Smeaton, Noel E. O'Connor   +7 more
core   +1 more source

Pedestrian Detection Using Quaternion Gradient Based Weber Local Descriptor

IEEE Access, 2021
In the past decades, pedestrian detection has attracted more attention in many practical applications. In this paper, a novel pedestrian detection method using Quaternion Gradient based Weber Local Descriptor (QGWLD) is proposed.
Guoyun Lian
doaj   +1 more source

Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey [PDF]

Image and Vision Computing
Pedestrian detection remains a critical problem in various domains, such as computer vision, surveillance, and autonomous driving. In particular, accurate and instant detection of pedestrians in low-light conditions and reduced visibility is of utmost ...
Bahareh Ghari, Ali Tourani, A. Shahbahrami, Georgi Gaydadjiev   +3 more
semanticscholar   +1 more source

A framework for evaluating stereo-based pedestrian detection techniques [PDF]

, 2008
Automated pedestrian detection, counting, and tracking have received significant attention in the computer vision community of late. As such, a variety of techniques have been investigated using both traditional 2-D computer vision techniques and, more ...
O'Connor, Noel E., Kelly, Philip, Smeaton, Alan F., O\u27Connor, Noel E.   +3 more
core   +1 more source

A Novel Algorithm for Detecting Pedestrians on Rainy Image

Sensors, 2020
Pedestrian detection is widely used in cooperative vehicle infrastructure systems. Traditional pedestrian detection methods perform sufficiently well under sunny scenarios and obtain trustworthy traffic data.
Yuhang Liu, Jianxiao Ma, Yuchen Wang, Chenhong Zong   +3 more
doaj   +1 more source