• Title/Summary/Keyword: Recognitions

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A PSRI Feature Extraction and Automatic Target Recognition Using a Cooperative Network and an MLP. (Cooperative network와 MLP를 이용한 PSRI 특징추출 및 자동표적인식)

  • 전준형;김진호;최흥문
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.6
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    • pp.198-207
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    • 1996
  • A PSRI (position, scale, and rotation invariant ) feature extraction and automatic target recognition system using a cooperative network and an MLP is proposed. We can extract position invarient features by obtaining the target center using the projection and the moment in preprocessing stage. The scale and rotation invariant features are extracted from the contour projection of the number of edge pixels on each of the concentric circles, which is input to the cooperative network. By extracting the representative PSRI features form the features and their differentiations using max-net and min-net, we can rdduce the number of input neurons of the MLP, and make the resulted automatic target recognition system less sensitive to input variances. Experiments are conduted on various complex images which are shifted, rotated, or scaled, and the results show that the proposed system is very efficient for PSRI feature extractions and automatic target recognitions.

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Shadow and Highlight Invariant Color Models

  • Lee, Ja-Yong;Kang, Hoon
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.557-560
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    • 2005
  • The color of objects varies with changes in illuminant color and viewing conditions. As a consequence, color boundaries are influenced by a large variety of imaging variables such as shadows, highlights, illumination, and material changes. Therefore, invariant color models are useful for a large number of applications such as object recognitions, detections, and segmentations. In this paper, we propose invariant color models. These color models are independent of the object geometry, object pose, and illumination. From these color models, color invariant edges are derived. To show the validity of the proposed invariant color models, some examples are given.

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Face Detection Using Edge Orientation Map and Local Color Information (에지 방향 지도와 영역 컬러 정보를 이용한 얼굴 추출 기법)

  • Kim, Jae-Hyup;Moon, Young-Shik
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.987-990
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    • 2005
  • An important issue in the field of face recognitions and man-machine interfaces is an automatic detection of faces in visual scenes. it should be computationally fast enough to allow an online detection. In this paper we describe our ongoing work on face detection that models the face appearance by edge orientation and color distribution. We show that edge orientation is a powerful feature to describe objects like faces. We present a method for face region detection using edge orientation and a method for face feature detection using local color information. We demonstrate the capability of our detection method on an image database of 1877 images taken from more than 700 people. The variations in head size, lighting and background are considerable, and all images are taken using low-end cameras. Experimental results show that the proposed scheme achieves 94% detection rate with a resonable amount of computation time.

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Topological Geometry Education and its Application to the Analysis of the Map of West Capital Pyongyangbu of Old Korea (위상수학을 활용한 고려 평양부 고지도 분석)

  • Jung, Tacksun;Choi, Q-Heung
    • East Asian mathematical journal
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    • v.34 no.4
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    • pp.487-509
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    • 2018
  • We analyse the map of the west capital Pyongyangbu of Old Korea(AD 920) by topological method and geometrical method and compare it with the map of North Korea Pyongyang. By the analyse of the map we find the real place of the old map. The analysing and finding the real place of the old map is a very good example of geometry education. Many Koreans had learned and recognized that Old Korea(AD 920) was a small country located in the south part of Ablok river. But, after reading this paper they change their old recognitions and they take prides in Great Old Korea.

The Effect of the Number of Clusters on Speech Recognition with Clustering by ART2/LBG

  • Lee, Chang-Young
    • Phonetics and Speech Sciences
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    • v.1 no.2
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    • pp.3-8
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    • 2009
  • In an effort to improve speech recognition, we investigated the effect of the number of clusters. In usual LBG clustering, the number of codebook clusters is doubled on each bifurcation and hence cannot be chosen arbitrarily in a natural way. To have the number of clusters at our control, we combined adaptive resonance theory (ART2) with LBG and perform the clustering in two stages. The codebook thus formed was used in subsequent processing of fuzzy vector quantization (FVQ) and HMM for speech recognition tests. Compared to conventional LBG, our method was shown to reduce the best recognition error rate by 0${\sim$}0.9% depending on the vocabulary size. The result also showed that between 400 and 800 would be the optimal number of clusters in the limit of small and large vocabulary speech recognitions of isolated words, respectively.

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A Study on Speech Recognition using Vocal Tract Area Function (성도 면적 함수를 이용한 음성 인식에 관한 연구)

  • 송제혁;김동준
    • Journal of Biomedical Engineering Research
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    • v.16 no.3
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    • pp.345-352
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    • 1995
  • The LPC cepstrum coefficients, which are an acoustic features of speech signal, have been widely used as the feature parameter for various speech recognition systems and showed good performance. The vocal tract area function is a kind of articulatory feature, which is related with the physiological mechanism of speech production. This paper proposes the vocal tract area function as an alternative feature parameter for speech recognition. The linear predictive analysis using Burg algorithm and the vector quantization are performed. Then, recognition experiments for 5 Korean vowels and 10 digits are executed using the conventional LPC cepstrum coefficients and the vocal tract area function. The recognitions using the area function showed the slightly better results than those using the conventional LPC cepstrum coefficients.

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Building a virtual art exhibition including various shapes and characteristics of contemporary art in Second Life (가상현실에서의 컨템포러리아트 전시 구축 방법론 연구 -세컨드라이프 내 가상미술 전시 구축 사례를 중심으로-)

  • Park, Ju-Hee;Kim, Jung-Wha
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.1246-1251
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    • 2009
  • Second Life is a massive multi-user on-line environment; "a 3D virtual world where users can socialize, connect and create using voice and text chat" (http://www.secondlife.com). The paper explores the process and methods to establish a contemporary art exhibition that incudes various shapes and characteristics of art; paintings, 3D sculptures, time-based video arts, technical based arts, and so on. We have also discuss about the technical limitations to make virtual museums in the Second Life and recognitions between human and art works.

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A Study on the Research & Analysis of the Health and Safety Managing's Understanding on the Applied Construction Work Site Risk Assessment - Focus on Site Manager & Manager - (건설업 위험성평가 적용사업장 종사자 안전보건 인식도 조사 연구 -사업장책임자 및 관리감독자를 중심으로-)

  • Choi, Soo-Hwan;Kim, Chi-Kyung
    • Journal of the Korean Society of Safety
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    • v.27 no.4
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    • pp.62-67
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    • 2012
  • Risk Assessment, a basis of health and safety management system, is an calamity prevention activity which regularly measure the level of a risk to passively improve potential hazard. A problem, the assessment not being improved to be applied to the construction work site where requires diversity and complexity, causes the assessment to be inefficient to bring quality results. A study on the investigates and compares the surveyed degree of recognitions of workers who works in companies executing the risk assessment By the investigation and comparison, it is expected to bring the better solution for early and efficient application for those companies which are not taking the risk assessment.

A Study on the Relationships between Eastern Ideas and Minimal Thinking in Architectural Space (미니멀리즘 건축공간에 나타난 동양적 사유 방식에 관한 연구)

  • 김주원;윤갑근
    • Korean Institute of Interior Design Journal
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    • no.20
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    • pp.84-90
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    • 1999
  • This study is on relations between minimalism, which is one of important theme in the contemporary design, and East-oriented speculatiov. Minimalism, one inclination of neo-modernism is characterized by Essentialism. That is connected with East-oriented thinking, especially Taoism. The paradigm of contradiction and paradox replaces the paradigm of rationality and the law of cause and effect. Minimal tendency is appeared at Modernism in 60's and Neo-modernism in 90's. The differences are originated with their manner on simplicity. Minimal tendency in Modernism is characterized by 'less is more' and that in Meo-modernism is by 'more with less'. The minimizing strategy is not considered as means as in modern age but as purpose in neo-modern age. This paper explains minimal architectural space as spatial problem and recognitions on that, not as the figurative problem. Conclusively the relationships between minimalism and eastern ideas are represented through the boundary and extensity of space, void and solid, de-formalization and Essentialism.

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A Study on the Singular and Commonality in Louis Kahn's Architecture focus on the Morphological Analysis of Phillips Exeter Academy Library (필립스 엑서터 도서관의 형태분석을 통한 루이스 칸 건축의 개별성과 공유성에 관한 연구)

  • Oh Kwang-Suek
    • Korean Institute of Interior Design Journal
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    • v.14 no.6 s.53
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    • pp.47-56
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    • 2005
  • The purpose of this paper is to understand the meaning of 'institution' in Louis Kahn's architecture and to reveal that it is expressed through singularity and commonality, which have two aspects; formal-material(eidos-hyle) aspect and phenomenological aspect. Under these recognitions, this paper shows the detail analysis on design process of Phillips Exeter Academy Library, focusing on his writings and sketches. The results are as follows. First, the basic form is maintained through the design process of the Exeter library, and it is derived from the consideration of the human activities in the library. And second, each 'room' of the library acquires its singularity through structure and light. And the 'plan' is based on the commonality inherent in the singularity of each room. And the last, singularity and commonality are revealed not only In the relation of architectural elements but also In the relation with man and architecture.