Road object detection: a comparative study of deep learning-based algorithms

Deep learning field has progressed the vision-based surround perception and has become the most trending area in the field of Intelligent Transportation System (ITS). Many deep learning-based algorithms using two-dimensional images have become an essential tool for autonomous vehicles with object de...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 81; no. 10; pp. 14247 - 14282
Main Authors:	Mahaur, Bharat, Singh, Navjot, Mishra, K. K.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2022 Springer Nature B.V
Subjects:	Accuracy Algorithms Autonomous vehicles Comparative studies Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Energy efficiency Image segmentation Intelligent transportation systems Machine learning Multimedia Information Systems Object recognition Pedestrian safety Pedestrians Real time Special Purpose and Application-Based Systems Target detection Traffic signals Traffic signs Vehicles Intelligent transportation system (ITS) Deep learning Autonomous vehicles Object detection
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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