Monocular 3D object detection with thermodynamic loss and decoupled instance depth

Monocular 3D detection is to obtain the 3D information of the object from the image. The mainstream methods mainly use L1 loss or L1-like loss to control the instance depth prediction. However, these methods have not achieved satisfactory results. One of the main reasons is that L1 loss or L1-like l...

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Bibliographic Details
Main Authors: Gang Liu, Xiaoxiao Xie, Qingchen Yu
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Connection Science
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/09540091.2024.2316022