A Survey of Deep Learning Approaches for Pedestrian Detection in Autonomous Systems

This paper surveys real-time object detection literature critically and analytically, focusing particularly on pedestrian detection for safe autonomous vehicles. It addresses the challenges in the domain, some of the sources of which are variations in age, gender, clothing, lighting, backgrounds, an...

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Bibliographic Details
Main Authors: Majdi Sukkar, Rajendrasinh Jadeja, Madhu Shukla, Rajesh Mahadeva
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10818658/