학술논문

하이브리드 인식 기술을 이용한 전사적 인적자원관리
Enterprise Human Resource Management using Hybrid Recognition Technique
Document Type
Article
Text
Source
디지털융복합연구, 11/30/2012, Vol. 10, Issue 10, p. 333-338
Subject
인적자원관리
영상인식
하이브리드
CCTV
3D
2D
Human Resource Management
Image Process
Hybrid
Language
한국어(KOR)
ISSN
2713-6434
Abstract
Human resource management is bringing the various changes with the IT technology. In particular, if HRM is non-scientific method such as group management, physical plant, working hours constraints, personal contacts, etc, the current enterprise human resources management(e-HRM) appeared in the individual dimension management, virtual workspace (for example: smart work center, home work, etc.), working time flexibility and elasticity, computer-based statistical data and the scientific method of analysis and management has been a big difference in the sense. Therefore, depending on changes in the environment, companies have introduced a variety of techniques as RFID card, fingerprint time & attendance systems in order to build more efficient and strategic human resource management system. In this paper, time and attendance, access control management system was developed using multi camera for 2D and 3D face recognition technology-based for efficient enterprise human resource management. We had an issue with existing 2D-style face-recognition technology for lighting and the attitude, and got more than 90% recognition rate against the poor readability. In addition, 3D face recognition has computational complexities, so we could improve hybrid video recognition and the speed using 3D and 2D in parallel.