• Title/Summary/Keyword: ROI pattern

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COF Defect Detection and Classification System Based on Reference Image (참조영상 기반의 COF 결함 검출 및 분류 시스템)

  • Kim, Jin-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.8
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    • pp.1899-1907
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    • 2013
  • This paper presents an efficient defect detection and classification system based on reference image for COF (Chip-on-Film) which encounters fatal defects after ultra fine pattern fabrication. These defects include typical ones such as open, mouse bite (near open), hard short and soft short. In order to detect these defects, conventionally it needs visual examination or electric circuits. However, these methods requires huge amount of time and money. In this paper, based on reference image, the proposed system detects fatal defect and efficiently classifies it to one of 4 types. The proposed system includes the preprocessing of the test image, the extraction of ROI, the analysis of local binary pattern and classification. Through simulations with lots of sample images, it is shown that the proposed system is very efficient in reducing huge amount of time and money for detecting the defects of ultra fine pattern COF.

Noise Using Wavelet Pattern Change of Real-time Ultrasound Image (실시간 초음파 영상의 웨이블릿 패턴 변화를 이용한 노이즈 제거)

  • Cho, Young-bok;Woo, Sung-hee
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.05a
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    • pp.510-512
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    • 2018
  • The proposed method enhances the resolution of images by removing noise using wavelet transform to remove noise from images generated by ultrasound diagnosis. We propose an algorithm to reduce the speckle noise and enhance the edge of the ultrasound image. The proposed algorithm can enhance edges of various sizes by using wavelet transform which can use both frequency and spatial information. Experimental results show that the performance of the algorithm for noise reduction of ultrasound images is about 0.45ms for $520{\times}440$ images.

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Support Vector Machine Based Diagnostic System for Thyroid Cancer using Statistical Texture Features

  • Gopinath, B.;Shanthi, N.
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.1
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    • pp.97-102
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    • 2013
  • Objective: The aim of this study was to develop an automated computer-aided diagnostic system for diagnosis of thyroid cancer pattern in fine needle aspiration cytology (FNAC) microscopic images with high degree of sensitivity and specificity using statistical texture features and a Support Vector Machine classifier (SVM). Materials and Methods: A training set of 40 benign and 40 malignant FNAC images and a testing set of 10 benign and 20 malignant FNAC images were used to perform the diagnosis of thyroid cancer. Initially, segmentation of region of interest (ROI) was performed by region-based morphology segmentation. The developed diagnostic system utilized statistical texture features derived from the segmented images using a Gabor filter bank at various wavelengths and angles. Finally, the SVM was used as a machine learning algorithm to identify benign and malignant states of thyroid nodules. Results: The SVMachieved a diagnostic accuracy of 96.7% with sensitivity and specificity of 95% and 100%, respectively, at a wavelength of 4 and an angle of 45. Conclusion: The results show that the diagnosis of thyroid cancer in FNAC images can be effectively performed using statistical texture information derived with Gabor filters in association with an SVM.

Circular Fast Fourier Transform Application: A Useful Script for Fast Fourier Transform Data Analysis of High-resolution Transmission Electron Microscopy Image

  • Kim, Jin-Gyu;Yoo, Seung Jo;Kim, Chang-Yeon;Jou, Hyeong-Tae
    • Applied Microscopy
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    • v.44 no.4
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    • pp.138-143
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    • 2014
  • Transmission electron microscope (TEM) is an excellent tool for studying the structure and properties of nanostructured materials. As the development of $C_s$-corrected TEM, the direct analysis of atomic structures of nanostructured materials can be performed in the high-resolution transmission electron microscopy (HRTEM). Especially, fast Fourier transform (FFT) technique in image processing is very useful way to determine the crystal structure of HRTEM images in reciprocal space. To apply FFT technique in HRTEM analysis in more reasonable and friendly manner, we made a new circular region of interest (C-ROI) FFT script and tested it for several HRTEM analysis. Consequentially, it was proved that the new FFT application shows more quantitative and clearer results than conventional FFT script by removing the streaky artifacts in FFT pattern images. Finally, it is expected that the new FFT script gives great advantages for quantitative interpretation of HRTEM images of many nanostructured materials.

Design and Comparison of Superconducting Magnets with Circular Coil Elements for Magnetic Resonance Imaging (원형무코일로 구성된 MRI용 초전도 자석의 설계와 비교)

  • Kim, Yong-Gwon;Hyun, Jung-Ho;Seo, Jeung-Hoon;Kim, Hyug-Gi;Oh, Chang-Hyun
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.48 no.6
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    • pp.57-62
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    • 2011
  • This paper proposed a method which is the three types of magnet model for improving field inhomogeneity of superconducting magnet. The length of coil wire was compared for the optimized current pattern using minimum power methods and field inhomogeneity under the specific simulation condition in case of same magnet field strength about each magnet type field inhomogeneity. Length of wire and field inhomogeneity were compared under the same condition(18 target points, 20cm DSV). According to the simulation results, the smaller target points can reduce the wire length but it can not improve the field inhomogeneity. Length of wire and low field inhomogeneity can not improve in same time. However, small DSV and reducing target points can overcome the these problem. And to conclude, if it processes shimming as reducing target points in case of magnet model which is open to space, about the size of same imaging region it needs a lot of current values(or the length of wire) and decreases field homogeneity but it is useful to get small ROI.

Regional Distribution of Cerebral Blood Flow in Childhood Measured by $^{99m}Tc-HMPAO$ SPECT : Reference Values of Semiquantitative Indices and Effect of Age ($^{99m}Tc-HMPAO$ SPECT를 이용한 어린이 국소뇌혈류의 정량적 분석 : 정량적 지표들의 참고값 및 연령에 따른 변화)

  • Kim, Sang-Eun;Lee, Dong-Soo;Chung, June-Key;Lee, Myung-Chul;Koh, Chang-Soon;Cho, Soo-Churl;Hong, Seung-Bong;Yoon, Byung-Woo;Roh, Jae-Kyu;Myung, Ho-Jin
    • The Korean Journal of Nuclear Medicine
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    • v.25 no.1
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    • pp.6-16
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    • 1991
  • Regional cerebral blood flow (rCBF) was evaluated in 12 children ranging in age from 2.7 to 10.0 yr using $^{99m}Tc-HMPAO$ SPECT. For quantitative analysis, 13 pairs of homologous regions of interest (ROIs) were created on three attenuation-corrected 18.8 mm thick transverse slices matching the cerebral cortical regions, deep gray matter, cerebellar hemisphere, and vascular territories, and the semiquantitative indices including "right to left ratio" [(mean count/voxel of homologous right ROI) / (mean count/voxel of homologous left ROI)] and "regional index"(RI) [(mean count/voxel of a ROI)/ (mean count/voxel of all ROIs of each hemisphere)] were calculated. Mean values of right to left ratios of homologous regions ranged from 0.984 to 1.028 in children under 5 yr (group 1) and from 0.982 to 1.012 in children between 5 and 10 yr (group 2), and the mean $value{\pm}2S.D.$ for each region did not exceed 11% and 12% in group 1 and group 2, respectively. There were no statistically significant differences between the RIs of the homologous right and left regions. Significant differences of RIs were found both between vascular regions (p<0.0005 for goup 1, and p=0.0001 for goup 2) and between regions of cerebral cortices (p<0.0005 for group 1, and p<0.005 for group 2) with a relatively high value in the occipital cortex and the lower values in the cerebellum and deep gray matter among the regions of cerebral cortices in both groups. There were no significant differences between the RIs of corresponding regions of group 1 and group 2, except a significantly higher value of right deep gray matter in group 2 than in group 1(p=0.0301). The RIs of the superior frontal cortex and deep gray matter showed to be positively correlated with age (superior frontal cortex; right: rs=0.5254, p=0.0814, left : rs=0.5919, p=0.0496/deep gray matter; right: rs=0.8246, p=0.0062, left: rs=0.6266, p=0.0377). The results suggest that the rCBF pattern of children approaches that of adults in an accipito-rostral direction. This time course of rCBF changes is in agreement with behavioral, neurophysiological, and anatomical alterations known to occur in the developing brain.

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A Study on Change of Conceptions about Disease through Taeumin's Disease (태음인(太陰人) 병증(病證)을 중심으로 판본에 따른 병증 개념의 변화에 관한 고찰(考察))

  • Lee, Eui-Ju;Koh, Byung-Hee;Song, Il-Byung;Im, Jin-Ny
    • Journal of Sasang Constitutional Medicine
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    • v.14 no.1
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    • pp.26-33
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    • 2002
  • 1. Purpose The purpose of this article was to find the change of Dong-mu's conceptions about constitutional disease through comparing with ${\ulcorner}$Sasang-Yihak-chobonguen${\lrcorner}$, ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ written in 1894(Old edition) and ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ published in 1901(In Edition) 2. Methods Comparing with ${\ulcorner}$Sasang-Yihak-chobonguen${\lrcorner}$, ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ written in 1894(Old edition) and ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ published in 1901(In Edition) we found the change of Dong-mu's conceptio ns about constitutional disease 3. Result 1) In ${\ulcorner}$Sasang-Yihak-chobonguen${\lrcorner}$, diseases were classified 'Oi-Gam(外感)‘, ’Nae-sang(內傷)‘, ’Ok-roi(牢獄)‘. ’Wi-gyoung(危傾)‘. In ${\ulcorner}$Sasang-Yihak-chobonguen${\lrcorner}$ ordinary symptoms was more impotant than disease, and good life style was emplasized for health 2) In ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ written in 1894(Old edition), diseases were classified 'Oi-Gam(外感)‘, ’Nae-sang(內傷)‘. siseases from exterior causes was classified into 'Oi-gam-noi-chu-byoung(外傷腦?頁病)’, and diseases from interior causes was classified into 'Nae-sang-wi-wan-byoung(內觸胃脘病).‘ Herbal medication yet was't used by Disease 3) In ${\ulcorner}$Dongyi Soose Bowon${\lrcorner}$ published in 1901(In Edition), diseases was classified not by causes of disease but by mechanism and symptom of disease, so into Exterior-cold disease' and 'Interior-hot disease'. Herbal medication was used by pattern of Disease. 4) Conception of constitutional diseases was gradualy complished through edition.

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A Fingerprint Classification Method Based on the Combination of Gray Level Co-Occurrence Matrix and Wavelet Features (명암도 동시발생 행렬과 웨이블릿 특징 조합에 기반한 지문 분류 방법)

  • Kang, Seung-Ho
    • Journal of Korea Multimedia Society
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    • v.16 no.7
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    • pp.870-878
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    • 2013
  • In this paper, we propose a novel fingerprint classification method to enhance the accuracy and efficiency of the fingerprint identification system, one of biometrics systems. According to the previous researches, fingerprints can be categorized into the several patterns based on their pattern of ridges and valleys. After construction of fingerprint database based on their patters, fingerprint classification approach can help to accelerate the fingerprint recognition. The reason is that classification methods reduce the size of the search space to the fingerprints of the same category before matching. First, we suggest a method to extract region of interest (ROI) which have real information about fingerprint from the image. And then we propose a feature extraction method which combines gray level co-occurrence matrix (GLCM) and wavelet features. Finally, we compare the performance of our proposed method with the existing method which use only GLCM as the feature of fingerprint by using the multi-layer perceptron and support vector machine.

Evaluation about Distribution of 18F-DOPA at Striatum by Using Dynamic Study (Dynamic study를 이용한 선조체에서의 18F-DOPA의 분포에 대한 평가)

  • Kim, Jae Il;Lee, Hong Jae;Kim, Jin Eui
    • The Korean Journal of Nuclear Medicine Technology
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    • v.19 no.1
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    • pp.67-71
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    • 2015
  • Purpose At recently, we enter into the aging society and a age-related disease is increasing. Among that, prevalence of degenerative brain disease like Parkin's disease will be increased. So, many radiopharmaceuticals is developed to diagnosis early and to evaluate the performance of therapeutic drugs. Especially $^{18}F-DOPA$ which involved at dopamine synthesis and function of storage is widely used to the diagnosis of Parkinson's disease as well as brain tumors. in the study, we will evaluate the distribution pattern of $^{18}F-DOPA$ at the striatum by using dynamic study. Materials and Methods We used Biograph Truepoint(Siemens, Germany) as PET/CT scanner, injected a $^{18}F-DOPA$ ($600{\pm}30MBq$) to patient (4men, 6women. $67{\pm}11age$) who visited our hospital from June to September, started 95min dynamic study at same time. after finishing acquisition, we reconstructed PET data with 19 frame every 5 minutes, analysed a average counts at ROI's where set at both striatums, anterior putamen, posterior putamen Results Counts in the cerebellum as the background formed a plateau after 90 minutes from the highest out rapidly reduced to 15 minutes. Counts of anterior putamen and posterior gradually increased but formed a plateau after 60min. A count ratio of Striatum to cerebellum was continuously increased up to more than 95 minutes, A count ratios of an anterior putamen to posterior one formed a plateau after 85 minutes. Conclusion The dynamic acquisition can be possible to evaluate a distribution of the $^{18}F-DOPA$ in the striatum and the VOI analysis through a dynamic acquisition and a variety of patterns. Futhermore, to make a uniformed distribution and count ratio of striatum to cerebellum, a static acquisition will have to start 90minutes later after injection.

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The Effect of Muscle Energy Technique and Instrument Assisted Soft Tissue Mobilization in Adults with Shortened Hamstring on the Range of Motion, Muscle Strength and Muscle Thickness (넙다리뒤근이 단축된 성인에게 시행된 근에너지기법과 도구를 이용한 연부조직가동술이 관절가동범위, 근력, 근 두께에 미치는 영향)

  • Lee, Jun-yong;Sim, Hyun-po;Choi, Yul-jung
    • The Journal of Korean Academy of Orthopedic Manual Physical Therapy
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    • v.27 no.1
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    • pp.21-30
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    • 2021
  • Background: This study aimed to investigate the effects of muscle energy technique (MET) and instrument assisted soft tissue mobilization (IASTM) on knee extension ROM, knee extensor/flexor strength and muscle thickness immediately and after 24 hours. Methods: A total of 30 subjects participated in this study. The participants were assigned to either MET (n=15) or IASTM (n=15). 90-90 straight leg raise, knee extensor/flexor muscle strength, muscle thickness test were measured before, immediately after and 24 hours after the intervention. Results: Both groups significantly improved knee extension ROM on immediate (MET 10.7°, IASTM 10.21° increased) and after 24 hours assessment (MET 5.61°, IASTM 5.47° increased)(p<.05). In the MET group, knee extension and flexion muscle strength increased immediately after intervention (p<.05). In the IASTM group, knee extension muscle strength increased and knee flexor muscle strength decreased immediately after intervention (p<.05). Furthermore, both groups showed a pattern of returning to the initial strength after 24 hours. In both groups, no significant difference in muscle thickness immediately and after 24 hours was observed (p>.05). Conclusion: According to the results of the present study, MET and IASTM technique showed lasting effectiveness in flexibility of shortened hamstring immediately after and in 24 hours after the intervention. In both groups, MET increased muscle strength and increased ROM, while IASTM decreased muscle strength and increased ROM, with no change in muscle thickness.