• Title/Summary/Keyword: Normalized Cut

검색결과 45건 처리시간 0.028초

A Novel Epsilon Near Zero Tunneling Circuit Using Double-Ridge Rectangular Waveguide

  • Kim, Byung-Mun;Son, Hyeok-Woo;Hong, Jae-Pyo;Cho, Young-Ki
    • Journal of electromagnetic engineering and science
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    • 제14권1호
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    • pp.36-42
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    • 2014
  • In this paper, an epsilon near zero (ENZ) tunneling circuit using a double-ridge rectangular waveguide (RWG) is proposed for the miniaturization of a waveguide component. The proposed ENZ channel and is located in the middle of the input-output RWG (IORWG). The ratio of the height to the width of the channel waveguide is very small compared to the IORWG. By properly adjusting the ridge dimensions, the tunneling frequency of the proposed ENZ channel can be lowered to near the cut-off frequency of the IORWG. For the proposed ENZ tunneling circuit, the approach adopted for extracting the effective permittivity, effective permeability;normalized effective wave impedance, and propagation constant from the simulated scattering parameters was explained. The extracted parameters verified that the proposed channel is an ENZ channel and electromagnetic energy is tunneling through the channel. Simulation and measurement results of the fabricated ENZ channel structure agreed.

On 5-Axis Freeform Surface Machining Optimization: Vector Field Clustering Approach

  • My Chu A;Bohez Erik L J;Makhanov Stanlislav S;Munlin M;Phien Huynh N;Tabucanon Mario T
    • International Journal of CAD/CAM
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    • 제5권1호
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    • pp.1-10
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    • 2005
  • A new approach based on vector field clustering for tool path optimization of 5-axis CNC machining is presented in this paper. The strategy of the approach is to produce an efficient tool path with respect to the optimal cutting direction vector field. The optimal cutting direction maximizes the machining strip width. We use the normalized cut clustering technique to partition the vector field into clusters. The spiral and the zigzag patterns are then applied to generate tool path on the clusters. The iso-scallop method is used for calculating the tool path. Finally, our numerical examples and real cutting experiment show that the tool path generated by the proposed method is more efficient than the tool path generated by the traditional iso-parametric method.

웨이블렛과 퍼지 C-Means 클러스터링을 이용한 얼굴 인식 (Face recognition using Wavelets and Fuzzy C-Means clustering)

  • 윤창용;박정호;박민용
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 하계종합학술대회 논문집
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    • pp.583-586
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    • 1999
  • In this paper, the wavelet transform is performed in the input 256$\times$256 color image and decomposes a image into low-pass and high-pass components. Since the high-pass band contains the components of three directions, edges are detected by combining three parts. After finding the position of face using the histogram of the edge component, a face region in low-pass band is cut off. Since RGB color image is sensitively affected by luminances, the image of low pass component is normalized, and a facial region is detected using face color informations. As the wavelet transform decomposes the detected face region into three layer, the dimension of input image is reduced. In this paper, we use the 3000 images of 10 persons, and KL transform is applied in order to classify face vectors effectively. FCM(Fuzzy C-Means) algorithm classifies face vectors with similar features into the same cluster. In this case, the number of cluster is equal to that of person, and the mean vector of each cluster is used as a codebook. We verify the system performance of the proposed algorithm by the experiments. The recognition rates of learning images and testing image is computed using correlation coefficient and Euclidean distance.

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EXTRACTION OF THE LEAN TISSUE BOUNDARY OF A BEEF CARCASS

  • Lee, C. H.;H. Hwang
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 2000년도 THE THIRD INTERNATIONAL CONFERENCE ON AGRICULTURAL MACHINERY ENGINEERING. V.III
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    • pp.715-721
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    • 2000
  • In this research, rule and neuro net based boundary extraction algorithm was developed. Extracting boundary of the interest, lean tissue, is essential for the quality evaluation of the beef based on color machine vision. Major quality features of the beef are size, marveling state of the lean tissue, color of the fat, and thickness of back fat. To evaluate the beef quality, extracting of loin parts from the sectional image of beef rib is crucial and the first step. Since its boundary is not clear and very difficult to trace, neural network model was developed to isolate loin parts from the entire image input. At the stage of training network, normalized color image data was used. Model reference of boundary was determined by binary feature extraction algorithm using R(red) channel. And 100 sub-images(selected from maximum extended boundary rectangle 11${\times}$11 masks) were used as training data set. Each mask has information on the curvature of boundary. The basic rule in boundary extraction is the adaptation of the known curvature of the boundary. The structured model reference and neural net based boundary extraction algorithm was developed and implemented to the beef image and results were analyzed.

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원격탐사와 지리정보시스템을 이용한 시화지구 일대의 지표환경변화와 토공량 예측연구 (Geo-surface Environmental Changes and Reclaimed Amount Prediction Using Remote Sensing and Geographic Information System in the Siwha Area)

  • 양소연;송무영;황정
    • 지질공학
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    • 제9권2호
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    • pp.161-176
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    • 1999
  • 해안매립의 적지로 선정된 시화지구 일대의 시화방조제와 안산신도시개발과 관련된 지표지형의 변화를 관측하기 위해 년도별 인공위성영상을 이용하였으며, 시화방조제 완공으로 노출된 간척지의 매립량을 분석하기 위하여 지리정보시스템을 이용하였다. 시화지구 일대의 인위적인 인간활동과 관련된 년도별 지형의 변화양상과 퇴적물의 분포양상, 산림의 토지피복상태, 그리고 변화된 토지피복현황을 관측하기 위해, 일반적으로 널리 이용되는 위성영상합성, Tasseled cap, 식생지수와 감독분류기법을 이용하였다 매립계획이 수립된 간척지의 매립량을 토목공사 이전에 추측하기 위하여 지질도, 시화간척지 조성계획도, 지상 DEM, 해저 DEM자료층을 지형도, 지질도, 해도, 시화지구 계획도면으로부터 추출하였다. 또한, 인공위성 영상자료 중 감독분류 영상을 분석하여 인근육지의 절취예상 가능위치를 추출하였다 해안선 및 연안지역의 지표지형변화 관측을 위한 처리기법 중 Tasseled cap으로 노출된 조간대의 퇴적물의 침식과 퇴적지역을 관찰하였고, 식생지수 기법으로 식생지수의 차이를 이용하여 산림피복 분포양상을 파악하였으며, 감독분류 영상으로부터 년도별 토지피복 변화현황을 관찰하였다. 수치지형분석으로 계산된 시화지구 간척지의 총매립량은 $581,485,354\textrm{m}^3$이고, 이를 호수공원 하부에서 준설할 경우 예상되는 최종 호수공원의 깊이는 9.2m이다. 또한, 계획단지 주변에 제방을 축조할 경우, 소요될 매립량은 $3,387,360\textrm{m}^3$이며, 이를 인근육지로부터 절취한다고 가정할 때, 선감도와 송산면일부, 대부도일부 예정지의 절취량은 각각 $5,229,576\textrm{m}^3,{\;}79,227,072\textrm{m}^3,{\;}47,026,008\textrm{m}^3$이다. 따라서, 제방 축조시 필요한 토공량은 대부도일부의 절취량만으로도 충분히 충당할 수 있음을 알 수 있었다.

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Diagnostic Performance of Diffusion-Weighted Steady-State Free Precession in Differential Diagnosis of Neoplastic and Benign Osteoporotic Vertebral Compression Fractures: Comparison to Diffusion-Weighted Echo-Planar Imaging

  • Shin, Jae Ho;Jeong, Soh Yong;Lim, Jung Hyun;Park, Jeongmi
    • Investigative Magnetic Resonance Imaging
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    • 제21권3호
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    • pp.154-161
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    • 2017
  • Purpose: To evaluate the diagnostic performance of diffusion-weighted steady-state free precession (DW-SSFP) in comparison to diffusion-weighted echo-planar imaging (DW-EPI) for differentiating the neoplastic and benign osteoporotic vertebral compression fractures. Materials and Methods: The subjects were 40 patients with recent vertebral compression fractures but no history of vertebroplasty, spine operation, or chemotherapy. They had received 3-Tesla (T) spine magnetic resonance imaging (MRI), including both DW-SSFP and DW-EPI sequences. The 40 patients included 20 with neoplastic vertebral fracture and 20 with benign osteoporotic vertebral fracture. In each fracture lesion, we obtained the signal intensity normalized by the signal intensity of normal bone marrow (SI norm) on DW-SSFP and the apparent diffusion coefficient (ADC) on DW-EPI. The correlation between the SI norm and the ADC in each lesion was analyzed using linear regression. The optimal cut-off values for the diagnosis of neoplastic fracture were determined in each sequence using Youden's J statistics and receiver operating characteristic curve analyses. Results: In the neoplastic fracture, the median SI norm on DW-SSFP was higher and the median ADC on DW-EPI was lower than the benign osteoporotic fracture (5.24 vs. 1.30, P = 0.032, and 0.86 vs. 1.48, P = 0.041, respectively). Inverse linear correlations were evident between SI norm and ADC in both neoplastic and benign osteoporotic fractures (r = -0.45 and -0.61, respectively). The optimal cut-off values for diagnosis of neoplastic fracture were SI norm of 3.0 in DW-SSFP with the sensitivity and specificity of 90.4% (95% confidence interval [CI]: 81.0-99.0) and 95.3% (95% CI: 90.0-100.0), respectively, and ADC of 1.3 in DW-EPI with the sensitivity and specificity of 90.5% (95% CI: 80.0-100.0) and 70.4% (95% CI: 60.0-80.0), respectively. Conclusion: In 3-T MRI, DW-SSFP has comparable sensitivity and specificity to DW-EPI in differentiating the neoplastic vertebral fracture from the benign osteoporotic vertebral fracture.

뇌성마비 환자에서 수술중 근전도 감시를 이용한 선택적 후근 절제술의 효과에 관한 연구 (Selective Dorsal Rhizotomy for Spastic Paraplegia in Cerebral Palsy Using Intraoperative Electromyography Monitoring)

  • 김종민;왕규창;방문석;정진엽;이광우
    • Annals of Clinical Neurophysiology
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    • 제1권1호
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    • pp.19-25
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    • 1999
  • Background & Objectives : In cerebral palsy, spastic paraplegia is one of the most crippling motor manifestations. Reducing the spasticity may improve gait and decrease the incidence of lower-extremity deformities. The spasticity may result from abnormally increased afferent signals via dorsal roots onto interneurons and anterior horn and spreading of reflex activation to other muscle groups. To assess the influence of dorsal rhizotomy to spasticity, the authors analyzed five cerebral palsy patients with spastic paraplegia. Methods : The operation entailed and L1-2 laminectomy, ultrasonographic localization of conus medullaris and identification of lumbosacral dorsal roots. The innervation patterns of each dorsal root were examined by electromyography (EMG) responses to electrical stimulation. Tetanic stimulation was applied to individual rootlets of each root after reflex threshold was determined. the reflex responses were graded and rootlets producing high grade response were selected and cut. Short-term postoperative evaluations were performed. Results : Intraoperative EMG monitoring was satisfactorily performed in all five cases. One month after the operations, all patients showed greatly reduced spasticity which was measured by the instrumental gait analysis. Bilateral knee and ankle jerks were normalized and tip-toe gait with scissoring disappeared in all patients. Conclusion : Intraoperative EMG monitoring seems useful for the selective dorsal rhizotomy to reduce spasticity.

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NIRS APPLIED TO "PASTA FILATA" CHEESE ANALYSIS

  • Cattaneo, Tiziana M.P.;Maraboli, Adele;Giangiacomo, Roberto
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1519-1519
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    • 2001
  • The aim of this work was to test the feasibility of NIRS in analysing textural characteristics of “Pasta Filata” cheese during the shelf-life. For this purpose, 128 samples of “Pasta Filata” cheese, subdivided into two sets on the basis of the wax used to avoid mechanical damages (paraffin, biodegradable wax), were analysed by using an InfraAlyzer 500 (Bran+Luebbe). Analyses were performed at room temperature. Samples were cut into small cylinders (D=3.2 cm, height = 1 cm), in agreement with literature information. Data were processed by using Sesame Software (Bran+Luebbe). Samples were analysed, during the shelf-life, at 90 and 120 days. In parallel, textural characteristics were detected carrying out a compression method by using an Universal Testing Machine Instron model 4301 (Instron Corporation, Canton, Massachusetts). As compression probe was used a cylinder (D = 5.8 cm, height = 3.7 cm) and a speed rate of 20mm/min was applied. The load at 20 mm of compression was recorded on sample cylinders of 1.7 cm (D) by 2 cm (height). Qualitative analysis of full spectra showed the possibility to gather samples on the basis of the days of shelf-life. The textural characteristics of cheese during the shelf-life was evaluated by comparing NIRS data with rheological results. The best correlation was obtained applying MLR to the first derivative of normalized absorbance values at seven wavelengths. Load values were plotted against the NIR prediction values based on first derivatives. NIRS proved to be an useful tool in classifying samples on the basis of the shelf-life period as well as in predicting their textural characteristics ($R^2$= 0.916, SEC = 0.192, SEP = 0.248, SEV = 0.345).

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단축압축 하에서 대리석의 균열전파 및 결합 (Crack Propagation and Coalescence in Yeosan Marble under Uniaxial Compression)

  • 박남수;전석원
    • 터널과지하공간
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    • 제11권3호
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    • pp.217-224
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    • 2001
  • 암석은 지질학적 생성과정으로 인해 많은 역학적 결함을 포함하고 있으며 이러한 결함 사이에는 암석 브릿지가 존재하게 된다. 이러한 암석 브릿지에서의 균열의 전파 및 결합(coalescence)과정은 사면, 기초, 터널 등의 안정성에 영향을 미치게 된다. 본 연구에서는 단축압축 하에서 균열의 형상변화에 따른 암석 브릿지에서의 균열의 개시, 전파 및 결합거동 변화에 대해 알아보았다. 여산 대리석을 재료로 120$\times$60$\times$25 mm크기의 시료에 균열각도 $\alpha$, 브릿지각도 $\beta$, 균열길이 2c, 브릿지길이 2b를 변화시키면서 2개의 인공균열을 제작하였다. 하중을 가하면서 날개형 균열개시응력, 날개형 균열 전파각도, 균열결합 응력을 측정하였으며 균열결합 유형을 정리하였다. 또한, 정규화된 최대강도(normalized peak strength)를 구하여 Ashby & Hallam 모형 (1986)의 이론해와 비교, 분석 하였다.

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실험 조건에 따른 경편성물의 신장률과 축소율 분석 (Analysis of the Extension and Contraction of Warp-knitted Fabrics Based on Experimental Conditions)

  • 이옥경;홍경희;이경미;이예진
    • 한국의류학회지
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    • 제45권3호
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    • pp.453-463
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    • 2021
  • The lengthwise and widthwise deformation of warp-knitted fabrics with different sizes and loading modes were evaluated. Moreover, five tricot samples cut in three directions were compared under four test conditions (A-D). In tests A and B, 500 and 250 g loads were applied on a layer of 20 × 20 and 5 × 10 cm2 samples, respectively. In test C, a 20 × 20 cm2 sample was folded in half over a rod, and 500 g load was applied to each half. In test D, a 20 × 20 cm2 sample was sewn in a loop and subjected to a 500 g load. The lengthwise extension and widthwise contraction analysis results indicate that test B affords the largest values. However, analysis results of the warp-knitted fabric normalized through conversion to a 1 g load and 1 cm sample width indicate that the largest values are afforded for test D. Therefore, pattern reduction may vary depending on the measurement method and properties of the knitted fabric used for the compression wear production, causing variations in the finished product. Thus, an appropriate measurement method must be adopted based on the compression wear design and knitted fabric to be used.