• Title/Summary/Keyword: separability

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Detection of Facial Features Using Color and Facial Geometry (색 정보와 기하학적 위치관계를 이용한 얼굴 특징점 검출)

  • 정상현;문인혁
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.57-60
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    • 2002
  • Facial features are often used for human computer interface(HCI). This paper proposes a method to detect facial features using color and facial geometry information. Face region is first extracted by using color information, and then the pupils are detected by applying a separability filter and facial geometry constraints. Mouth is also extracted from Cr(coded red) component. Experimental results shows that the proposed detection method is robust to a wide range of facial variation in position, scale, color and gaze.

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Fuzzy Test for the Fuzzy Regression Coefficient (퍼지회귀계수에 관한 퍼지검정)

  • 강만기;정지영;최규탁
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.05a
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    • pp.29-33
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    • 2001
  • We propose fuzzy least-squares regression analysis by few error term data and test the slop by fuzzy hypotheses membership function for fuzzy number data with agreement index. Finding the agreement index by area for fuzzy hypotheses membership function and membership function of confidence interval, we obtain the results to acceptance or reject for the test of fuzzy hypotheses.

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Transformation of Orthogonal Term Rewriting Systems based on Separability (분리성에 기반한 직교항 개서 시스템의 변환)

  • Byeon, Seok-U
    • Journal of KIISE:Software and Applications
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    • v.28 no.8
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    • pp.582-592
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    • 2001
  • 직교항 개서 시스템은 함수형 언어와 그 구현 과정을 잘 반영하고 있다. 본 논문에서는 룰의 왼쪽 부분을 매우 간략한 형태로 된 flat 시스템으로 번역하는 기법에 대해서 논의한다. 직교항 개서 시스템의 한 부류인 transformable OTRSs를 정의하고, 이 시스템들은 flat 시스템으로 변환될 수 있음을 보인다. 이 변환은 람다 계산법에서 연구된 분리성 이론을 기반으로 하고 있는데, 본 논문에서는 직교항 개서 시스템에서의 분리성과 강력 순차성에 대한 연관성에 대해서도 논의하고 있다.

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Sequential Approximate Optimization by Dual Method Based on Two-Point Diagonal Quadratic Approximation (이점 대각 이차 근사화 기법을 쌍대기법에 적용한 순차적 근사 최적설계)

  • Park, Seon-Ho;Jung, Sang-Jin;Jeong, Seung-Hyun;Choi, Dong-Hoon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.35 no.3
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    • pp.259-266
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    • 2011
  • We present a new dual sequential approximate optimization (SAO) algorithm called SD-TDQAO (sequential dual two-point diagonal quadratic approximate optimization). This algorithm solves engineering optimization problems with a nonlinear objective and nonlinear inequality constraints. The two-point diagonal quadratic approximation (TDQA) was originally non-convex and inseparable quadratic approximation in the primal design variable space. To use the dual method, SD-TDQAO uses diagonal quadratic explicit separable approximation; this can easily ensure convexity and separability. An important feature is that the second-derivative terms of the quadratic approximation are approximated by TDQA, which uses only information on the function and the derivative values at two consecutive iteration points. The algorithm will be illustrated using mathematical and topological test problems, and its performance will be compared with that of the MMA algorithm.

A Study on the Applicability of Strict Compliance of the Documents on the Contract for the International Sale of Goods (국제물품매매계약에서의 교부서류에 대한 엄격일치원칙의 적용가능성 연구)

  • Park, Nam-Kyu
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.51
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    • pp.187-210
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    • 2011
  • International transactions have the threat of non-payment by the buyer or non-performance by the seller. Parties tend to search for additional means of securing performance and payment beyond the mere agreement in the contract. Such security may be achieved by means of a letter of credit. When contracting parties have agreed to pay by means of a letter of credit, the buyer's bank takes upon itself the obligation to pay the purchase price when the seller tenders the documents that are stipulated in the letter of credit. The documents must comply strictly with the terms of the credit.. The documents play a crucial role in letter of credit transaction. The principles of abstraction, separability and strict compliance governing the letter of credit transaction are considered. The concept of fundamental breach of Article 25 CISG was discussed. This article examines whether a failure to deliver documents conforming to the terms of the letter of credit can constitute a fundamental breach of the sales contract as defined by Article 25 of the CISG by the seller and thereby enable the buyer to avoid the contract. For letter of credit transactions it should be accepted that the delivery of non-performing documents constitutes a fundamental breach, if the result of this breach is that the bank refuses to pay the price for the goods. On the other hand, in the interpretation of Article 25 CISG, it should be noted that if the parties have agreed to payment by means of a letter of credit, they have simultaneously agreed to apply the strict compliance principle to the delivery of documents in the sales contract. Finally the parties should ensure that inconsistency between the requirements under the documentary credit and the requirements under the contract of sale is avoided, since the buyer may be in breach of his payment obligation if the seller cannot get paid under the documentary credit when his documents conform with the contract of sale.

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An Intercell Interference Reduction Technique for OFDM-based Cellular Systems Using Virtual Multiple Antenna (OFDM 기반 셀룰러 시스템에서 가상 다중안테나를 이용한 셀간 간섭 감쇄 기법)

  • Lee Kyu-In;Ko Hyun-Soo;Ahn Jae-Young;Cho Yong-Soo
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.3 s.345
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    • pp.32-38
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    • 2006
  • In this paper, an intercell interference (ICI) reduction technique is proposed for OFDM-based cellular systems using the concept of virtual multiple antenna where multiple antenna techniques are performed on a set of subcarriers, not on the actual antenna array. The proposed technique is especially effective for user terminals with a single antenna at cell boundary in fully-loaded OFDM cellular systems with a frequency reuse factor equal to 1. Proposed ICI reduction techniques developed for SISO and MISO environments are shown to be robust to symbol timing offsets and efficient for various cell environments by adjusting group size depending on the number of adjacent cells. Also, the concept of a virtual signature randomizer (VSR) is introduced to improve channel separability in the virtual MIMO approach. It is shown by simulation that the proposed techniques are effective in reducing ICI and inter-sector interference compared with the conventional methods.

Fast Matching Pursuit Using Absolute Symmetry and Classified Dictionary (절대값 대칭성과 사전 분류를 이용한 고속 Matching Pursuit)

  • O, Seok-Byeong;Jeon, Byeong-U
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.2
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    • pp.11-21
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    • 2002
  • Although the matching Pursuit is effective for video coding at low bit rate, it has a Problem since it needs much more calculation than the conventional block-based video coding method. The proposed fast matching pursuit method reduces inner product calculation that takes the most part of entire calculation by utilizing the symmetry of the absolute values of the one-dimensional Gator dictionary bases, the modified dictionary which allows faster matching without causing image quality degradation, and a Property of the two-dimensional Gabor dictionary that can be grouped in advance to four classes according to its frequency characteristics. Proposed method needs only about 1/8 of multiplications compared to the well-known separability-based fast method proposed by Neff.

Feature Selection for Image Classification of Hyperion Data (Hyperion 영상의 분류를 위한 밴드 추출)

  • 한동엽;조영욱;김용일;이용웅
    • Korean Journal of Remote Sensing
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    • v.19 no.2
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    • pp.170-179
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    • 2003
  • In order to classify Land Use/Land Cover using multispectral images, we have to give consequence to defining proper classes and selecting training sample with higher class separability. The process of satellite hyperspectral image which has a lot of bands is difficult and time-consuming. Furthermore, classification result of hyperspectral image with noise is often worse than that of a multispectral image. When selecting training fields according to the signatures in the study area, it is difficult to calculate covariance matrix in some clusters with pixels less than the number of bands. Therefore in this paper we presented an overview of feature extraction methods for classification of Hyperion data and examined effectiveness of feature extraction through the accuracy assesment of classified image. Also we evaluated the classification accuracy of optimal meaningful features by class separation distance, which is also a method for band reduction. As a result, the classification accuracies of feature-extracted image and original image are similar regardless of classifiers. But the number of bands used and computing time were reduced. The classifiers such as MLC, SAM and ECHO were used.

Comparison of Digital Number Distribution Changes of Each Class according to Atmospheric Correction in LANDSAT-5 TM (LANDSAT-5 TM 영상의 대기보정에 따른 클래스별 화소값 분포 변화 비교)

  • Jung, Tae-Woong;Eo, Yang-Dam;Jin, Tailie;Lim, Sang-Boem;Park, Doo-Youl;Park, Hwang-Soo;Piao, Minghe;Park, Wan-Yong
    • Korean Journal of Remote Sensing
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    • v.25 no.1
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    • pp.11-20
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    • 2009
  • Due to increasing frequency of yellow dust, not to mention high rate of precipitation and cloud formation in summer season of Korea, atmospheric correction of satellite remote sensing is necessary. This research analyzes the effect of atmospheric correction has on imagery classification by comparing DN distribution before and after atmospheric correction. The image used in the research is LANDSAT-5 TM. As for atmospheric correction module, commercial product ATCOR, FLAASH as well as COST model released on the internet, were used. The result of experiment shows that class separability increased in building areas.

Characteristics of Spectral Reflectance for Corns and Legumes at OSMI(Ocean Scanning Multi-spectral Imager) Bands (OSMI 파장영역에서 옥수수와 두류작물의 분광반사특성)

  • 홍석영;임상규;황선주;김선오
    • Korean Journal of Remote Sensing
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    • v.14 no.4
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    • pp.343-352
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    • 1998
  • Spectral reflectance data of upland crops at OSMI bands were collected and evaluated for the feasibility of crop discrimination knowledge-based on crop calendar. Effective bands and their ratio values for discriminating corn from two other legumes were defined with OSMI equivalent bands and their ratio values. For corn discrimination from two other legumes, peanut and soybean, June 22 among measurements dates was the best since all OSMI equivalent bands and their ratio values in June 22 were highly significant for corn separability. Phenological growth stage of a silage corn (rs510) could be estimated as a function of spectral reflectance in vegetative stage. Five growth stage prediction models were generated by the SAS procedures REG and STEPWISE with OSMI equivalent bands and their ratio values in vegetative stage.