MoVis: When 3D Object Detection Is Like Human Monocular Vision

Monocular 3D object detection has garnered significant attention for its outstanding cost effectiveness compared with multi-sensor systems. However, previous work mainly acquires object 3D properties in a heuristic way, with less emphasis on the cues between objects. Inspired by the mechanisms of mo...

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Bibliographic Details
Published in:	IEEE transactions on image processing 2025-01, Vol.34, p.3025-3040
Main Authors:	Wang, Zijie, Yi, Jizheng, Chen, Aibin, Han, Guangjie
Format:	Article
Language:	English
Subjects:	3D object detection autonomous driving Color Conditional random fields Cost effectiveness Data mining Depth measurement Detectors Feature extraction human monocular vision Image color analysis Information systems Microprocessors Modulation monocular image Monocular vision Object detection Three-dimensional displays Training Transformers
Citations:	Items that this one cites
Online Access:	Get full text
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