Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment

Pedestrians in videos have a wide range of appearance factors, such as body poses, occlusions, and complex backgrounds, which make their detection difficult. Moreover, a proposal shift problem causes the loss of body parts, such as head and legs in pedestrian detection, which further degrades the de...

Full description

Bibliographic Details
Main Authors: Inyong Yun, Cheolkon Jung, Xinran Wang, Alfred O. Hero, Joong Kyu Kim
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8641120/