지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제12권 제4호
- 발행연도
- 2016.12
- 수록면
- 591 - 611 (21page)
이용수
초록· 키워드
오류제보하기
High dimensional space is the biggest problem when classification process is carried out, because it takes longer time for computation, so that the costs involved are also expensive. In this research, the facial space generated from homogeneous and non-homogeneous polynomial was proposed to extract the facial image features. The homogeneous and non-homogeneous polynomial-based eigenspaces are the second opinion of the feature extraction of an appearance method to solve non-linear features. The kernel trick has been used to complete the matrix computation on the homogeneous and non-homogeneous polynomial. The weight and projection of the new feature space of the proposed method have been evaluated by using the three face image databases, i.e., the YALE, the ORL, and the UoB. The experimental results have produced the highest recognition rate 94.44%, 97.5%, and 94% for the YALE, ORL, and UoB, respectively. The results explain that the proposed method has produced the higher recognition than the other methods, such as the Eigenface, Fisherface, Laplacianfaces, and O-Laplacianfaces.
목차
등록된 정보가 없습니다.
참고문헌 (20)
참고문헌 신청
A. Muntasa / 2014 / New modelling of modified two dimensional Fisherface based feature extraction / TELKOMNIKA(Telecommunication Computing Electronics and Control) 12(1):115~122
A. Muntasa / 2008 / Automatic eigenface selection for face recognition / Proceedings of the 9th Seminar on Intelligent Technology and Its Applications :29~34
J. Huang / 2005 / Component-based subspace LDA method for face recognition with one training sample / Optical Engineering 44(5):057002
W. Zheng / 2004 / An efficient algorithm to solve the small sample size problem for LDA / Pattern Recognition 37(5):1077~1079
A. Muntasa / 2009 / A new formulation of face sketch multiple features detection using pyramid parameter model and simultaneously landmark movement / IJCSNS International Journal of Computer Science and Network Security 9(9):249~260
A. Muntasa / 2008 / Automatic eigenface selection for face recognition / Proceedings of the 9th Seminar on Intelligent Technology and Its Applications :29~34
J. Huang / 2005 / Component-based subspace LDA method for face recognition with one training sample / Optical Engineering 44(5):057002
W. Zheng / 2004 / An efficient algorithm to solve the small sample size problem for LDA / Pattern Recognition 37(5):1077~1079
A. Muntasa / 2009 / A new formulation of face sketch multiple features detection using pyramid parameter model and simultaneously landmark movement / IJCSNS International Journal of Computer Science and Network Security 9(9):249~260
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Stability of generalized homogeneous cooperative systems
제어로봇시스템학회 국제학술대회 논문집
2022 .11
-
D-stability of generalized homogeneous cooperative time-varying systems
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
Homogeneous Immunosensor Based on Fluorescence Resonance Energy Transfer for Small Molecule Detection
한국생물공학회 학술대회
2018 .04
-
Estimation Method of Physical Properties of Both Homogeneous and Heterogeneous Composite Thin Films
한국고분자학회 학술대회 연구논문 초록집
2019 .10
-
Non-homogeneous PPP 모델링을 이용한 기지국과 단말간 거리의 확률 분포 분석
한국통신학회 학술대회논문집
2015 .06
-
High Performance Polymer Solar Cells with Heterogeneous and Homogeneous Active Layers
한국고분자학회 학술대회 연구논문 초록집
2018 .10
-
A Comparative Investigation on Homogeneous Condensation of R600a and R134a using MD Simulations
대한기계학회 춘추학술대회
2018 .04
-
원가절감형 면발광 개발
한국자동차공학회 추계학술대회 및 전시회
2017 .11
-
동질적 특징을 이용한 견고한 멀티모달 분류 모델
한국정보과학회 학술발표논문집
2022 .06
-
Combining Empirical Feature Map and Conjugate Least Squares Support Vector Machine for Real Time Image Recognition : Research with Jade Solution Company
International journal of internet, broadcasting and communication : IJIBC
2017 .01
-
Non-homogeneous Flow of a Thixotropic Fluid Around a Sphere
한국고분자학회 학술대회 연구논문 초록집
2019 .10
-
무선 센서 네트워크에서 가상 이종성 제공
멀티미디어학회논문지
2017 .11
-
A series of homogeneous random copolymer films for the separation of oil-water mixture
한국고분자학회 학술대회 연구논문 초록집
2016 .04
-
분산적 결합강도를 이용한 동종 다개체 시스템에서의 동기화
정보 및 제어 논문집
2017 .10
-
Series of Liquid Separation System Made of Homogeneous Copolymer Films with Controlled Surface Wettability
한국고분자학회 학술대회 연구논문 초록집
2015 .10
-
Series of Liquid Separation System Made of Homogeneous Copolymer Films with Controlled Surface Wettability
한국고분자학회 학술대회 연구논문 초록집
2016 .04
-
Stability analysis of homogeneous slopes with benches
Geomechanics & engineering
2017 .01
-
Enhancement in Soil Moisture Retention Using Hydrophilic Hydrogel with Homogeneous Network Structure
한국고분자학회 학술대회 연구논문 초록집
2020 .10
-
Edge wave propagation in an Electro-Magneto-Thermoelastic homogeneous plate subjected to stress
Structural engineering and mechanics : An international journal
2015 .01
-
Effects of Non-homogeneity on Drag Force in Macro-porous Medium
대한토목학회 학술대회
2020 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0