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학술대회 Multi-pose Face Registration Method for Social Robot
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저자
윤호섭, 장재윤, 김재홍
발행일
201811
출처
International Conference on Social Robotics (ICSR) 2018 (LNAI 11357), pp.609-619
DOI
https://dx.doi.org/10.1007/978-3-030-05204-1_60
협약과제
18PS1400, 서비스 로봇의 사회적 상호작용을 위한 소셜 로봇지능 원천 기술 개발, 윤호섭
초록
This paper presents a multi-pose face registration method for social robot application. A social robot means that it is an autonomous robot to interact and communicate with humans. The first thing in communicating with people is to recognize who they are. To do this, the social robot should basically have a face recognition function. Although many face recognition algorithms have been developed in the past, the development of algorithms that are robust to real-time pose changes is underway. In this paper, we try to a multi-pose face registration method for pose invariant face recognition. To measure the robustness of the proposed method, comparisons were made between the registering of front face only versus the registering multiple pose faces based on their respective recognition similarity values. As a result, it was confirmed that the confidence value of similarity always keeps a high value when the proposed method is used compared to when not using it, despite the fact that the face was entered in various poses.
키워드
Face-registration, Multi-pose, Social robot
KSP 제안 키워드
Autonomous robot, Confidence value, Face registration, Multi-pose, Real-Time, Recognition algorithm, Recognition function, Robot applications, pose invariant face recognition, similarity values, social robot