• 제목/요약/키워드: preserve

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A New Hybrid Algorithm for Invariance and Improved Classification Performance in Image Recognition

  • Shi, Rui-Xia;Jeong, Dong-Gyu
    • International journal of advanced smart convergence
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    • 제9권3호
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    • pp.85-96
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    • 2020
  • It is important to extract salient object image and to solve the invariance problem for image recognition. In this paper we propose a new hybrid algorithm for invariance and improved classification performance in image recognition, whose algorithm is combined by FT(Frequency-tuned Salient Region Detection) algorithm, Guided filter, Zernike moments, and a simple artificial neural network (Multi-layer Perceptron). The conventional FT algorithm is used to extract initial salient object image, the guided filtering to preserve edge details, Zernike moments to solve invariance problem, and a classification to recognize the extracted image. For guided filtering, guided filter is used, and Multi-layer Perceptron which is a simple artificial neural networks is introduced for classification. Experimental results show that this algorithm can achieve a superior performance in the process of extracting salient object image and invariant moment feature. And the results show that the algorithm can also classifies the extracted object image with improved recognition rate.

내장형 절삭력센서와 AE 센서를 이용한 인-프로세스 공구파괴 검출에 관한 연구

  • 최덕기;박동삼;주종남;이장무
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1992년도 추계학술대회 논문집
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    • pp.344-348
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    • 1992
  • This paper presents a new methodology for on-line tool breakage detection by sensor fusion concept of an acoustic-emission (AE) sensor. A built-in piezoelectric force sensor was used to measure cutting force instead of a tool dynamometer to preserve the machine tool dynamics. he sensor was inserted in the tool turret housing of an NC lathe. FEM analysis was carried out to locate the most sensitive position for the sensor. When a tool is broken, the explicit changes of signals' pattern take place. A burst-type AE signal increases abruptly. Followingly, a cutting force drops significantly. Therefore a burst of AE signal is used as a triggering signal to inspect the following cutting force. Significant drop of cutting force is utilized to detect tool breakage. The algorithm was implemented in a DSP board for in-process tool breakage detection. The proposed monitoring system was capable of a good applicable tool breakage detection.

The patch tests and convergence for nonconforming Mindlin plate bending elements

  • Park, Yong-Myung;Choi, Chang-Koon
    • Structural Engineering and Mechanics
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    • 제5권4호
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    • pp.471-490
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    • 1997
  • In this paper, the classical Irons' patch tests which have been generally accepted for the convergence proof of a finite element are performed for Mindlin plate bending elements with a special emphasis on the nonconforming elements. The elements considered are 4-node and 8-node quadrilateral isoparametric elements which have been dominantly used for the analyses of plate bending problems. It was recognized from the patch tests that some nonconforming Mindlin plate elements pass all the cases of patch tests even though nonconforming elements do not preserve conformity. Then, the clues for the Mindlin plate element to pass the Irons' patch tests are investigated. Also, the convergent characteristics of some nonconforming Mindlin plate elements that do not pass the Irons' patch tests are examined by weak patch tests. The convergence tests are performed on the benchmark numerical problems for both nonconforming elements which pass the patch tests and which do not. Some conclusions on the relationship between the patch test and convergence of nonconforming Mindlin plate elements are drawn.

Semi Lagrangian 방법과 Objective Time Integration을 이용한 점탄성 유동 해석 (Semi-Lagrangian flow analysis of Viscoelastic fluid using Objective Time Integration)

  • 강성용;김승모;이우일
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2006년도 춘계학술대회 논문집
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    • pp.99-104
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    • 2006
  • A semi-Lagrangian finite element scheme with objective time stepping algorithm for solving viscoelastic flow problem is presented. The convection terms in the momentum and constitutive equations are treated using a quasi-monotone semi-Lagrangian scheme, in which characteristic feet on a regular grid are traced backwards over a single time-step. Concerned with the generalized midpoint rule type of algorithms formulated to exactly preserve objectivity, we use the geometric transformation such as pull-back, push-forward operation. The method is applied to the 4:1 planar contraction problem for an Oldroyd B fluid for both creeping and inertial flow conditions.

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환경철학의 이해와 생태적 주거의 계획기법에 관한 연구 (A Study on the Environmental Philosophy and the Ecological Planning for Housing Developments)

  • 현택수
    • 한국주거학회논문집
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    • 제10권4호
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    • pp.147-159
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    • 1999
  • As we have come to realize the problems caused by the modern civilization as well as the importance of the preservation of nature. Ecological building and urban design come to attract more attention. Therefore, the object of this study is providing the design factors and improving the design methods for the developments of ecological housing complex, harmonious with environment. Followings are the results of this study: 1. We need to turn to new trend-Ecological architecture which enables the co-exitence of nature and human being to come over the presence and face new decades. 2. Ecological architecture is based on energy-saving system and give people a healty and comfortable atmosphere. 3. In the city area, the house development should be undertaken to minimize the environmental problem through extremely high ehhiciency and technonogy. 4. We need a new development to preserve natural environment in the suburvan and small or medium city. 5. We have to develope the approach method, which is to maintain the frame of present ecological environment, to be in sympathy with geomorphology, to use the natural material in the rural community.

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Biological Characteristics and Preservation of Dokdo Island

  • Kim, Ki-Tai
    • The Korean Journal of Ecology
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    • 제25권1호
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    • pp.59-62
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    • 2002
  • Dokdo, which is located in the middle of the East Sea, is a small island tilth a total area of 0.186 $\textrm{km}^2$. However, this small island, with its mild oceanic climate, has rich bio-resources and picturesque natural surroundings. Dokdo in the crystaline waters and In the central area of the deep sea is a treasury of algaes (sea oak, sea mustard, gulf weed, laver, agar-agar, etc.), molluscs (squid, ear shell, conch, etc.) and fishes (Alaska pollack, anchovy, saucy, herring, etc.). On the other hand, there are a lot of grasses and various kinds of grasses on the land of Dokdo. And a lot of back-tailed gulls (about 20,000 Individuals) live on this island. There have been disputes on the sovereignty over Dokdo between Korea and Japan. Japan has claimed sovereignty over Dokdo since Japan incorporated the island into Japanese territory in 1905 when it occupied the Korean Peninsula by force. Korea governed Dokdo not only before 1905 but also after its liberation in 1945. The Korean government, while heavily financing building facilities like pleas and quays, is endeavoring to preserve the natural surroundings of this island.

인산가용화 사상균 Aspergillus sp. PS-104의 생활력 유지에 미치는 유기물 첨가 효과

  • 태언희;최웅규;이태근;강선철
    • 한국생물공학회:학술대회논문집
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    • 한국생물공학회 2000년도 추계학술발표대회 및 bio-venture fair
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    • pp.439-440
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    • 2000
  • 인산가용화균 Aspergillus sp. PS-104의 포자를 6개월 이상 장기보존함과 동시에 균의 생활력 유지를 위하여 다양한 농도의 유기물을 첨가하여 $25^{\circ}C$에서 보관한 후 2주, 4주, 2개월, 4개월, 6개월 간격으로 시료를 채취하여 PDA 평판배지에서의 균수를 측정하였다. 그 결과에 의하면 PEG 200의 경우 6개월 저장시 0.1%의 첨가구에서 대조구에 비해 10배 이상 균의 생활력이 증가하였다. Glycerol의 경우 $0.01{\sim}5.0%$의 첨가구에서 $1.5{\sim}2$배 균의 생활력이 증가하였다.

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인터넷뱅킹의 서비스 품질이 은행의 신뢰에 미치는 영향에 관한 연구 (A Study on the Effect of the Internet Banking Service Quality on Trust of Bank)

  • 이종옥;서영상
    • Journal of Information Technology Applications and Management
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    • 제16권4호
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    • pp.19-40
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    • 2009
  • In case of korea, it is said that the service of internet banking is in maturity regarding the number of transactions that internet banking process. So it is necessary to find out the factors that influence customer's trust on bank with the use of internet banking, to preserve existing customers. The purpose of this study is to investigate the effects of the internet banking service quality on trust of banks. For this purpose, eight hypotheses are empirically tested using logistic regression. The empirical results indicated that responsiveness, easy of use, and accuracy from the six dimensions of internet banking service quality factors take significant effect on trust of bank.

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왕동.황룡강권 개발 기본계획 - 남도만향기행 (Development Plan of Wangdong and Hwangryong-River District)

  • 박원규;박명권;신지훈
    • 한국조경학회지
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    • 제31권5호
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    • pp.108-118
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    • 2003
  • There are plenty of ecological and traditional resources around Wandong and the Hwangryong-River district, and so the purpose of this development plan is to preserve ecological resources and traditional culture, and to utilize potential value of recreation in this site. Two major concepts are established in this plan one is “Green-Tourism”, the other is “Blue-Recreation”. In this development plan “Green-Tourism” means the effective tourism using ecological and traditional resources, while “Blue-Recreation” means the active tourism using waterfront and cultural facilities. The concept of “Green-Tourism” is applied to the Wangdong area, which is comprised of 6 theme zones. The concept of “Blue-Recreation” is applied to the Hwangryong-River area, which is composed of 4 theme zones. In total, 10 theme zones are planned according to characteristics found in the regional surroundings and cultural facilities of each zone.

Edge Preserving Speckle Reduction of Ultrasound Image with Morphological Adaptive Median Filtering

  • Ryu, Kwang-Ryol;Jung, Eun-Suk
    • Journal of information and communication convergence engineering
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    • 제7권4호
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    • pp.535-538
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    • 2009
  • Speckle noise reduction for ultrasound CT image using morphological adaptive median filtering based on edge preservation is presented in this paper. Speckle noise is multiplicative feature and causes ultrasound image to degrade widely from transducer. An input image is classified into edge region and homogeneous region in preprocessing. The speckle is reduced by morphological operation on the 2D gray scale by using convolution and correlation, and edges are preserved. The adaptive median is processed to reduce an impulse noise to preserve edges. As the result, MAM of the proposed method enhances the image to about 10% in comparison with Winner filter by Edge Preservation Index and PSNR, and 10% to only adaptive median filtering.