• Title/Summary/Keyword: image information theory

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Contrast Enhancement Based on Weight Mapping Retinex Algorithm (Contrast 향상을 위한 가중치 맵 기반의 Retinex 알고리즘)

  • Lee, Sang-Won;Song, Chang-Young;Cho, Seong-Soo;Kim, Seong-Ihl;Lee, Won-Seok;Kang, June-Gill
    • 전자공학회논문지 IE
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    • v.46 no.4
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    • pp.31-41
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    • 2009
  • The Image sensor of digital still camera has a limited dynamic range. In high dynamic range scenes, a picture often turns out to be underexposed or overexposed. Retinex algorithm based on the theory of the human visual perception is known to be effective contrast enhancement technique. However, it happens the unbalanced contrast enhancement which is the global contrast increased, and the local contrast decreased in the high dynamic range scenes. In this paper, to enhance the both global and local contrast, we propose the weight mapping retinex algorithm. Weight map is composed of the edge and exposure data which are extracted in the each retinex image, and merged with the retinex images in the fusion processing. According to the output picture comparing and numerical analysis, the proposed algorithm gives the better output image with the increased global and local contrast.

Interaction Effects of the Host Country Image and Cultural Intelligence on Organizational Attractiveness in Emerging Economies

  • KIM, Eunmi;HONG, Gahye
    • East Asian Journal of Business Economics (EAJBE)
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    • v.8 no.1
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    • pp.71-80
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    • 2020
  • Purpose - The purpose of this paper is to advance the understanding of the relationship between host country image and cultural intelligence (CQ) on the attractiveness of expatriate destinations. Specifically, this study compares the different impacts of CQ on the relationship between host country image and subsidiary attractiveness by comparing a US-based subsidiary and a Vietnam-based one. Research design and methodology - A total of 445 Korean full-time workers responded through an online survey. The survey randomly showed the participants one of two conditions for a potential expatriate location. The participants were asked to answer a series of questions on the organizational attractiveness of the subsidiaries from the perspective of an expatriate candidate and respond to a series of questions on individual CQ. Results - Through a two-way ANOVA test, the results reveal that Korean expatriate candidates perceive that a Vietnam-based subsidiary is a less attractive destination for international assignment when compared to a US-based subsidiary. In addition, the positive moderating effect of cultural intelligence on the relationship between the host location and the subsidiary's attractiveness is stronger when Vietnam, rather than the US, is the assignment location. Conclusions - Drawing upon AUM theory, this study confirmed that unfavorable country image affects subsidiaries' attractiveness for expatriate candidates, due to anxiety. However, this study showed the role of employees' CQ to mitigate these challenges. This study suggests providing information on positive conditions of expatriate locations and building systematic process for enhancing individual CQ for organizations.

Assessment of Magnetic Resonance Image Quality For Ferromagnetic Artifact Generation: Comparison with 1.5T and 3.0T. (강자성 인공물 발생에 대한 자기공명영상 질 평가: 1.5T와 3.0T 비교)

  • Goo, Eun-Hoe
    • Journal of the Korean Society of Radiology
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    • v.12 no.2
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    • pp.193-199
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    • 2018
  • In this research, 15 patients were diagnosed with 1.5T and 3.0T MRI instruments (Philips, Medical System, Achieva) to minize Ferromagnetic artifact and find the optimized Tesla. Based on the theory that the 3.0T, when compared to 1.5T, show relatively high signal-to-ratio(SNR), Scan time can be shortened or adjust the image resolution. However, when using the 3.0T MRI instruments, various artifact due to the magnetic field difference can degrade the diagnostic information. For the analysis condition, area of interest is set at the background of the T1, T2 sagittal image followed by evaluation of L3, L4, L5 SNR, length of 3 parts with Ferromagnetic artifact, and Histogram. The validity evaluation was performed by using the independent t test. As a result, for the SNR evaluation, mere difference in value was observed for L3 between 1.5T and 3.0T, while big differences were observed for both L4, and L5(p<0.05). Shorter length was observed for the 1.5T when observing 3 parts with Ferromagnetic artifact, thus we can conclude that 3.0T can provide more information on about peripheral tissue diagnostic information(p<0.05). Finally, 1.5T showed higher counts values for the Histogram evaluation(p<0.05). As a result, when we have compared the 1.5T and 3.0T with SNR, length of Ferromagnetic artifact, Histogram, we believe that using a Low Tesla for Spine MRI test can achieve the optimal image information for patients with disk operation like PLIF, etc. in the past.

Steganography based Multi-modal Biometrics System

  • Go, Hyoun-Joo;Chun, Myung-Geun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.7 no.2
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    • pp.148-153
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    • 2007
  • This paper deals with implementing a steganography based multi-modal biometric system. For this purpose, we construct a multi-biometrics system based on the face and iris recognition. Here, the feature vector of iris pattern is hidden in the face image. The recognition system is designed by the fuzzy-based Linear Discriminant Analysis(LDA), which is an expanded approach of the LDA method combined by the theory of fuzzy sets. Furthermore, we present a watermarking method that can embed iris information into face images. Finally, we show the advantages of the proposed watermarking scheme by computing the ROC curves and make some comparisons recognition rates of watermarked face images with those of original ones. From various experiments, we found that our proposed scheme could be used for establishing efficient and secure multi-modal biometric systems.

An Image Retrieval Technique using Entropy and Color Features (엔트로피와 색채 특징을 이용한 영상 검색 기법)

  • Kim, Tae-Hui;Jeong, Dong-Seok
    • Journal of KIISE:Computer Systems and Theory
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    • v.26 no.3
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    • pp.282-290
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    • 1999
  • 본 논문에서는 영상 데이터베이스에서의 색인화를 위해 화소간의 엔트로피(inter-pixel entropy)측면에서 영상을 해석하여 특징을 추출하는 색인기법을 제안하였다. 엔트로피를 정량적으로 나타내기 위하여 PIM(picture information measure)에 기반한 특징을 각각의 영상들로부터 추출하여 색인으로 사용하였다. 엔트로피에 기반 하는 특징은 한 영상에 대하여 3가지를 추출하였다. 첫 번째 특징은 원 영상으로부터 직접 값들을 추출하였고 영상의 해상도와 그레이 레벨을 낮추어 가면서 얻어지는 영상들로부터 두 번째, 세번째 의 엔트로피 특징을 각각 추출하였다. 일반적으로 영상의 경우에 엔트로피가 높은 영역에 정보가 집중되는 경향이 있고 엔트로피가 낮은 영역에서는 배경 영역 등의 정보를 추출하게된다. 이러한 이유로 색채 특쟁은 엔트로피에 따라서 분리된 영역에서 추출하였다. 전역검색(global search)은 엔트로피 특징을 이용하였고 색채 특징을 이용하여 지역 검색(local search)을 시도하였다. 실험은 색채와 엔트로피로 식별이 유용한 꽃 영상을 사용하였는데 원치 않는 영상이 상위 단계에서 나타나는 빈도가 기존의 타 기법에 비해 줄어들었다.

A Study on the Analysis of Iconic Architectural Design Methods based on Peirce's Semiotics (퍼어스의 기호학적 분석을 통한 건축공간의 아이코닉 디자인 방법에 관한 연구)

  • So, Soo-Won;Shim, Eun-Ju
    • Proceedings of the Korean Institute of Interior Design Conference
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    • 2006.11a
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    • pp.129-134
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    • 2006
  • Before the information revolution, written languages used to be our major communication method, but with development of various types of mass media technologies the role of visual images are becoming more and more essential. Computer which is one of the most popular information medias of today has influenced our lives in many ways including the way we communicate through icons. The current study first explores Peirce's semiotic theory and then accordingly Investigates programs, concepts and expressions of iconic designs. Lastly, analyze modern iconic architectural design examples by using the theoretical framework in order to define concepts of semiotic and its relationship architectural design applications as design methods.

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Performance Advancement of Evaluation Algorithm for Inner Defects in Semiconductor Packages (반도체 패키지 내부결함 평가 알고리즘의 성능 향상)

  • Kim, Chang-Hyun;Hong, Sung-Hun;Kim, Jae-Yeol
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.15 no.6
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    • pp.82-87
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    • 2006
  • Availability of defect test algorithm that recognizes exact and standardized defect information in order to fundamentally resolve generated defects in industrial sites by giving artificial intelligence to SAT(Scanning Acoustic Tomograph), which previously depended on operator's decision, to find various defect information in a semiconductor package, to decide defect pattern, to reduce personal errors and then to standardize the test process was verified. In order to apply the algorithm to the lately emerging Neural Network theory, various weights were used to derive results for performance advancement plans of the defect test algorithm that promises excellent field applicability.

Extraction of core and delta Points in Fingerprint (지문에서 코아와 델타의 추출)

  • Jeong, Yang-Kwon
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.1
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    • pp.42-48
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    • 1994
  • Recently pictorial information processing has become increasingly important So, this paper described that feature points of fingerprint used to recognize fingerprints for identification in a government or arresting criminals in an institution like a police station related to crime. We apply an algorithm based on minimization of fuzzy theory to thinning and then the image into a certain size of squares. We have got some information about cores and deltas from the data encoding Into one of the eight directional codes. We could extract about $80\%$ feature points as the result of the experiment.

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Steganography based Multi-modal Biometrics System

  • Go, Hyoun-Joo;Moon, Dae-Sung;Moon, Ki-Young;Chun, Myung-Geun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.7 no.1
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    • pp.71-76
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    • 2007
  • This paper deals with implementing a steganography based multi-modal biometric system. For this purpose, we construct a multi-biometrics system based on the face and iris recognition. Here, the feature vector of iris pattern is hidden in the face image. The recognition system is designed by the fuzzy-based Linear Discriminant Analysis(LDA), which is an expanded approach of the LDA method combined by the theory of fuzzy sets. Furthermore, we present a watermarking method that can embed iris information into face images. Finally, we show the advantages of the proposed watermarking scheme by computing the ROC curves and make some comparisons recognition rates of watermarked face images with those of original ones. From various experiments, we found that our proposed scheme could be used for establishing efficient and secure multi-modal biometric systems.

Improvement of sound localization for real 3D Sound (현실적인 3D 입체음향 구현을 위한 HRTF의 앞/뒤 음상정위 특성 개선)

  • Koo, Kyo-Sik;Han, Sang-Il;Seo, Bo-Kug;Cha, Hyung-Tai
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.415-416
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    • 2007
  • HRTF DB, including the information of the sounds which is arrived to our ears, is generally used to make a 3D sound. But it can decline some three-dimensional effects by the confusion between front and back directions due to the non-individual HRTF depending on each listener. In this paper, we propose a new method to use psychoacoustic theory that reduces the confusion of sound image localization. And we make use of an excitation energy by the sense of hearing. This method is brought HRTF spectrum characteristics into relief to draw out the energy ratio about the bark band and control low frequency band. Informal listening tests show that the proposed method improves the front-back sound localization characteristics much better than the conventional methods.

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