GAC3D: improving monocular 3D object detection with ground-guide model and adaptive convolution

Monocular 3D object detection has recently become prevalent in autonomous driving and navigation applications due to its cost-efficiency and easy-to-embed to existent vehicles. The most challenging task in monocular vision is to estimate a reliable object’s location cause of the lack of depth inform...

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Bibliographic Details
Main Authors: Minh-Quan Viet Bui, Duc Tuan Ngo, Hoang-Anh Pham, Duc Dung Nguyen
Format: Article
Language:English
Published: PeerJ Inc. 2021-10-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-686.pdf