Maximum Likelihood Estimation of Monocular Optical Flow Field for Mobile Robot Ego-Motion

This paper presents an optimized scheme of monocular ego-motion estimation to provide location and pose information for mobile robots with one fixed camera. First, a multi-scale hyper-complex wavelet phase-derived optical flow is applied to estimate micro motion of image blocks. Optical flow computa...

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Bibliographic Details
Main Authors: Huajun Liu, Cailing Wang, Jianfeng Lu, Zhenmin Tang, Jingyu Yang
Format: Article
Language:English
Published: SAGE Publishing 2016-01-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/62157