Two-Step Affine Transformation Prediction for Visual Object Tracking

The main drawback of correlation filter scheme is that it can only predict translation of the object, ignoring the other affine transformations such as rotation, aspect ratio change, and scale change. This paper tries to address this problem by a two-step affine transformation prediction method. The...

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Bibliographic Details
Main Authors: Weiwei Zheng, Huimin Yu, Zhaohui Lu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9344626/