Image-based depth estimation in autonomous driving environment

Depth estimation is one of the critical problems for autonomous vehicles (AVs) in 3D building modeling, SLAM, and localization. One solution is to leverage Radar and LiDAR to capture sparse point clouds, while the hardware is expensive for wide applications. Alternatively, deep learning (DL) network...

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Bibliographic Details
Main Author: Yang, Ziqin
Other Authors: Tay Wee Peng
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158161