• 제목/요약/키워드: Feature Extension

검색결과 132건 처리시간 0.027초

얼굴인식을 위한 어파인 불변 지역 서술자 (Affine Invariant Local Descriptors for Face Recognition)

  • 고용빈;이효종
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제3권9호
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    • pp.375-380
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    • 2014
  • 오늘날 촬영 상황을 조절할 수 있는 환경, 즉 고정된 촬영각이나 일관된 조도 조건에서는 얼굴인식 기술 수준은 신뢰할 수 있을 정도로 높다. 그러나 복잡한 현실에서의 얼굴 인식은 여전히 어려운 과제이다. SIFT 알고리즘은 촬영각의 변화가 미미할 때에 한하여, 크기와 회전 변화에 무관하게 우수한 성능을 보여주고 있다. 본 논문에서는 다양하게 촬영각이 변하는 환경에서도 얼굴 인식을 할 수 있는 어파인 불변 지역 서술자를 탐지하는 ASIFT(Affine SIFT)라는 알고리즘을 적용하였다. SIFT 알고리즘을 확장하여 만든 ASIFT 알고리즘은 촬영각 변화에 취약한 단점을 극복하였다. 제안하는 방법에서 ASIFT 알고리즘은 표본 이미지에, SIFT 알고리즘은 검증 이미지에 적용하였다. ASIFT 방법은 어파인 변환을 사용하여 다양한 시각에 따른 영상을 생성할 수 있기 때문에 ASIFT 알고리즘은 저장 영상과 실험 영상의 시각 차이에 따른 문제를 해결할 수 있었다. 실험결과 FERET 데이터를 사용했을 때 제안한 방법은 촬영각의 변화가 큰 경우에 기존의 시프트 알고리즘보다도 높은 인식률을 보여주었다.

유전 목 지도의 동적 확장 (Dynamic Extension of Genetic Tree Maps)

  • 하성욱;권기향;강대성
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제29권6호
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    • pp.386-395
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    • 2002
  • 본 논문에서는, 인식될 데이타에서 최적 특징을 구성할 수 있는 새로운 신경망 구조인 동적 유전 트리맵(DGTM)을 제안한다. DGTM은 기존의 신경망(neural networks)에서 고려되지 못한 데이터의 특징(feature)에 대한 중요도를 유전 알고리즘(genetic algorithm)으로 구성하고, 특징의 우선순위에 따라 트리 구조를 도입한 GTM(genetic tree-map)을 적용한다. 데이타의 유사성에 따라서 신경망의 뉴런이 동적으로 분리되고 병합될 수 있도록 동적인 기능을 갖는 DGTM(dynamic GTM)으로 확장한 방식을 제안한다.

Complementarity and nonlinear structural analysis of skeletal structures

  • Tin-Loi, F.
    • Structural Engineering and Mechanics
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    • 제5권5호
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    • pp.491-505
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    • 1997
  • This paper deals with the formulation and solution of a wide class of structures, in the presence of both geometric and material nonlinearities, as a particular mathematical programming problem. We first present key ideas for the nonholonomic (path dependent) rate formulation for a suitably discretized structural model before we develop its computationally advantageous stepwise holonomic (path independent) counterpart. A feature of the final mathematical programming problem, known as a nonlinear complementarity problem, is that the governing relations exhibit symmetry as a result of the introduction of so-called nonlinear "residuals". One advantage of this form is that it facilitates application of a particular iterative algorithm, in essence a predictor-corrector method, for the solution process. As an illustrative example, we specifically consider the simplest case of plane trusses and detail in particular the general methodology for establishing the static-kinematic relations in a dual format. Extension to other skeletal structures is conceptually transparent. Some numerical examples are presented to illustrate applicability of the procedure.

기계 도면의 자동 입력을 위한 치수 집합의 인식 및 분류 (Recognition and classification of dimension set for automatic input of mechanical drawings)

  • 정윤수;박길흠
    • 전자공학회논문지S
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    • 제34S권11호
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    • pp.114-125
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    • 1997
  • This paper presents a method that automatically recognizes dimension sets from the mechanical drawings, and that classifies 6 types dimension sets according to functional purpose. In the proposed method, the object and closed-loop symbols are separated from the character-free drawings. Then object lines and interpretation lines are vectorized. And, after recognizing dimension sets(consistings of arrowhead, shape line, tail lines, extension lines, text-string, and feature control frame), we classify recognized dimension sets as horizontal, vertical, angular, diametral, radial, and leader dimension sets. Finally the proposed method converts classified dimension sets into AutoCAD data by using AutoLisp language. By using the methods of geometric modeling, the proposed method readily recognized and classifies dimension sets from complex drawings. Experimetnal results are presented, which are obtained by applying the proposed method to drawings drawn in compliance with the KS drafting standard.

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좌측 하악 후삼각부에 발생한 선양 낭종암의 치험례 (A CASE REPORT OF ADENOID CYSTIC CARCINOMA OF THE MINOR SALIVARY GLAND IN RETROMOLAR PAD)

  • 오상화;김우형;손용준;고영규;이희철
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제17권4호
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    • pp.389-395
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    • 1995
  • Adenoid cystic carcinoma is malignant neoplasm belonging to a group of tumors of salivary gland origin. It is an aggressive tumor characterized by slow growth and incidious destruction of surrounding tissues. Perineural invasion is a prominent feature. Spread to regional lymph node is rare, other than by direct extension. Distant metastasis are more common. We experienced a 65-year old female with adenoid cystic carcinoma of minor salivary gland in retromolar pad.

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Transient stability improvement using quasi-multi pulse BTB-STATCOM

  • Vural, Ahmel M.;Bayindi, Kamil C.
    • Advances in Energy Research
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    • 제2권1호
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    • pp.47-59
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    • 2014
  • Back-to-back STATCOM configuration is an extension of STATCOM in which the reactive power at two-sides and the real power flow through the DC link can be controlled concurrently and independently. This flexible operation brings many advantages to the micro-grids, distributed generation based systems, and deregulated power systems. In this paper, the dynamic control characteristics of the back-to-back STATCOM is investigated by simulating the detailed converter-level model of the converters in PSCAD. Various case studies in a single-machine test system are studied to present that the real power control feature of the BtB-STATCOM, even with a simple controller design, can enhance the transient stability of the machine under different fault scenarios.

WARPED DISCRETE COSINE TRANSFORM EXTENSION TO THE H.264/AVC

  • Lee, Sang-Heon;Cho, Nam-Ik
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.326-329
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    • 2009
  • This paper proposes a new video compression algorithm using an adaptive transform that is adjusted depending on the frequency contents of the input signals. The adaptive transform is based on the warped discrete cosine transform (WDCT) which is shown to provide better performance than the DCT at high bit rates, when applied to JPEG compression scheme [1, 2, 3]. The WDCT is applied to the video compression in this paper, as a new feature in the H.264/AVC. The proposed method shows the coding gain over the H.264/AVC at high bit rates. The coding gain is shown over the 35dB PSNR quality, and the gain increases as the bit rate increases. (about 1.0dB at 45dB PSNR quality at maximum)

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새로운 경계 묘사 뉴런을 가지는 신경회로망 분류기 설계 (Design of Hew Neural network Classifier based on novel neurons with new boundary description)

  • 고국원;김종형;조형석
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.19-19
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    • 2000
  • This paper introduces a new scheme for neural network classifier which can describe the shape of patterns in clustered group by using a self-organizing teeming algorithm. The prototype based neural network classifier can not describe the shape of group and it has low classification performance when the data groups are complex. To improve above-mentioned problem, new neural scheme is introduced. This proposed neural network algorithm can be regarded as the extension of self-organizing feature map which can describe The experimental results shows that the proposed algorithm can describe the shape of pattern successfully.

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이상(李箱)의 시(詩)에 나타난 수학적 표현과 의미 (Mathematical Expressions and their Meanings in Lee Sang's Poetry)

  • 신경희
    • 한국수학사학회지
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    • 제29권2호
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    • pp.89-102
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    • 2016
  • Lee Sang, one of the representative poets of Korean Modern Poetry, wrote poems which present the existentialistic modernism in the 1920s, the chaotic era of Korean history. The characteristics of his works have been shown by various points of view. This paper especially explored the meaning and feature of mathematical expressions by numbers, symbols and other signs of mathematics in Lee's poems. His poems are composed by scientific and abstract rules in mathematics which are expressed as mathematical symbols. The paper focuses on analyzing seven poems which maximizes mathematical expressions among his poetry. This kind of work would be the one of ways to figure out the features of mathematics through literature.