Accelerating learned descriptor generation for visual localization

Visual SLAM systems use traditional feature extractor to retrieve features, a pair consisting of a keypoint and descriptor, from images. These features can then be matched to estimate the camera pose. However, these traditional feature extractors are surpassed by newer deep learning-based feature ex...

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Bibliographic Details
Main Author: Liu, Woon Kit
Other Authors: Lam Siew Kei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175279