SemFlow: Semantic-Driven Interpolation for Large Displacement Optical Flow

This paper presents a semantic-guided interpolation scheme (SemFlow) to handle motion boundaries and occlusions in large displacement optical flow. The basic idea is to segment images into superpixels and estimate their homographies for interpolation. In order to ensure each superpixel can be approx...

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Bibliographic Details
Main Authors: Xianshun Wang, Dongchen Zhu, Yanqing Liu, Xiaoqing Ye, Jiamao Li, Xiaolin Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8692402/