An improved method for Rotation Estimation Using Photometric Spherical Moments

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TitreAn improved method for Rotation Estimation Using Photometric Spherical Moments
Type de publicationConference Paper
Year of Publication2020
AuteursDu Y, Tahri O, Hadj-Abdelkader H
Conference Name16TH IEEE INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV 2020)
PublisherIEEE; Zhijiang Univ; Shenzhen Polytechn; Nanyang Technol Univ, Sch Elect & Elect Engn; IEEE Control Syst Soc
Conference Location345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN Number978-1-7281-7709-0
Résumé

Using spherical moments to estimate the rotation of camera is an effective method. However, after the camera rotates, the scene in the captured image will change, which will cause a certain error. This paper proposes a method to reduce this error by removing the non-common part between the two images during rotation. Through multiple iterations, the error caused by scene changing will become very small. The experimental results using manual generated image are provided to show the efficiency of this proposed method.