• Title/Summary/Keyword: Grade Classification

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GRADING CUT ROSES BY COLOR IMAGE PROCESSING AND NEURAL NETWORK

  • Bae, Y.H.;Seo, H.S.
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2000.11b
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    • pp.170-177
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    • 2000
  • Sorting cut roses according to quality is very essential to increase the value of the product. Many factors are involved in determining the grade of cut roses: length, thickness, and straightness of stem, color and maturity of bud, and extra. Among these factors, the stem straightness and bud maturity are considered to be difficult to set proper classification criteria. In this study, a prototype machine and an analysis procedure were developed to grade cut roses according to stem straightness and bud maturity by utilizing color image processing and neural network. The test results indicated 15.8% classification error for stem straightness and 10.0% for bud maturity.

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Study on Selection of Optimized Segmentation Parameters and Analysis of Classification Accuracy for Object-oriented Classification (객체 기반 영상 분류에서 최적 가중치 선정과 정확도 분석 연구)

  • Lee, Jung-Bin;Eo, Yang-Dam;Heo, Joon
    • Korean Journal of Remote Sensing
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    • v.23 no.6
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    • pp.521-528
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    • 2007
  • The overall objective of this research was to investigate various combination of segmentation parameters and to improve classification accuracy of object-oriented classification. This research presents a method for evaluation of segmentation parameters by calculating Moran's I and Intrasegment Variance. This research used Landsat-7/ETM image of $11{\times}14$ Km developed area in Ansung, Korea. Segmented images are generated by 75 combinations of parameter. Selecting 7 combinations of high, middle and low grade expected classification accuracy was based on calculated Moran's I and Intrasegment Variance. Selected segmentation images are classified 4 classes and analyzed classification accuracy according to method of objected-oriented classification. The research result proved that classification accuracy is related to segmentation parameters. The case of high grade of expected classification accuracy showed more than 85% overall accuracy. On the other hand, low ado showed around 50% overall accuracy.

A Comparative Study on Species Richness and Land Suitability Assessment - Focused on city in Boryeong - (종풍부도와 세분화된 관리지역 비교 연구 - 보령시를 대상으로 -)

  • Shin, Manseok;Jang, Raeik;Seo, Changwan;Lee, Myungwoo
    • Journal of Environmental Impact Assessment
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    • v.24 no.1
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    • pp.35-50
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    • 2015
  • The purposes of this study are to apply species distribution modeling in urban management planning for habitat conservation in non-urban area and to provide a detailed classification method for management zone. To achieve these objectives, Species Distribution Model was used to generate species richness and then to compare with the results from land suitability assessment. 59 species distribution models were developed by Maxent. This study used 15 model variables (5 topographical variables, 4 vegetation variables, and 6 distance variables) for Maxent models. Then species richness was created by sum of predicted species distributions. Land suitability assessment was conducted with criteria from type I of "Guidelines for land suitability assessment". After acquiring evaluation values from species richness and land suitability assessment, the results from these two models were compared according to the five grades of classification. The areas with the identical grade in Species richness and land suitability assessment are categorized and then compared each other. The comparison results are Grade1 10.92%, Grade2 37.10%, Grade3 34.56%, Grade4 20.89% and Grade5 1.73%. Grade1 and Grade5 showed the lowest agreement rate. Namely, development or conservation grade showed high disagreement between two assessment system. Therefore, the areas located between urban, agriculture, forest, and reserve have a tendency to change easily by development plans. Even though management areas are not the core area of reserve, it is important to provide a venue for species habitat and eco-corridor to protect and improve biodiversity in terms of landscape ecology. Consequently, adoption of species richness in three levels of management area classification such as conservation, production, planning should be considered in urban management plan.

Clinical Pearls and Advances in Molecular Researches of Epilepsy-Associated Tumors

  • Phi, Ji Hoon;Kim, Seung-Ki
    • Journal of Korean Neurosurgical Society
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    • v.62 no.3
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    • pp.313-320
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    • 2019
  • Brain tumors are the second most common type of structural brain lesion that causes chronic epilepsy. Patients with low-grade brain tumors often experience chronic drug-resistant epilepsy starting in childhood, which led to the concept of long-term epilepsy-associated tumors (LEATs). Dysembryoplastic neuroepithelial tumor and ganglioglioma are representative LEATs and are characterized by young age of onset, frequent temporal lobe location, benign tumor biology, and chronic epilepsy. Although highly relevant in clinical epileptology, the concept of LEATs has been criticized in the neuro-oncology field. Recent genomic and molecular studies have challenged traditional views on LEATs and low-grade gliomas. Molecular studies have revealed that low-grade gliomas can largely be divided into three groups : LEATs, pediatric-type diffuse low-grade glioma (DLGG; astrocytoma and oligodendroglioma), and adult-type DLGG. There is substantial overlap between conventional LEATs and pediatric-type DLGG in regard to clinical features, histology, and molecular characteristics. LEATs and pediatric-type DLGG are characterized by mutations in BRAF, FGFR1, and MYB/MYBL1, which converge on the RAS-RAF-MAPK pathway. Gene (mutation)-centered classification of epilepsy-associated tumors could provide new insight into these heterogeneous and diverse neoplasms and may lead to novel molecular targeted therapies for epilepsy in the near future.

A Study on the Evaluation of Biotope Value of Rural Areas in terms of Nature Experience and Recreation - A Case Study of Large Residential Land Development District - (자연체험 및 휴양적 관점에서 농촌지역의 비오톱 가치평가 연구 - 대규모 택지개발 사업지를 대상으로 -)

  • Cho, Hyun-Ju;Han, Sang-Yoel;Lee, Hyun-Taek;SaGong, Jung-Hee
    • Journal of Korean Society of Rural Planning
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    • v.16 no.3
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    • pp.87-101
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    • 2010
  • This research has a significance on providing basic material of landscape ecological planning and open space planning of the future site by selecting Sinseo innovative city area, large residential land development district in rural area, by classifying biotope types and implementing recreational value assessment in the level of area. First of all, as a result of classification of biotope types in research site, total 11 biotope type groups including stream biotope and its subordinate 51 biotope types. Also, as a result of the first value assessment of classified biotopes, there are total 5 types such as vegetation-full natural river, fallow ground in I grade. In addition, it is analyzed that grade II have 18 types, III are 10, IV are 12, the least valuable V are 6. Especially, grassland biotope(GD) was classified into grade II, which is one grade raised, because it is analyzed that it has high value in terms of normal access and availability although it was assessed as grade ill in terms of natural experience quality. Lastly, as a result of the second assessment, special areas for natural experience and recreation(1a, 1b) are 15, areas for natural experience and recreation(2a, 2b, 2c) are 47. Especially, the 52th drawing mark space was grade II in the first assessment but its value grade was upgraded because of its high value in terms of use evidence, size of the area, accessibility with housing area, history and cultural character and so on.

Preparation of High-grade Silica Sand for Metallurgical-grade Si Using a Physical Beneficiation (금속급 실리콘용 고순도 규사 제조를 위한 물리적 정제 특성)

  • Yang, Young-Cheol;Jeong, Soo-Bok;Chae, Young-Bae;Kim, Seong
    • Journal of the Mineralogical Society of Korea
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    • v.22 no.3
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    • pp.191-197
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    • 2009
  • It is very important to raise the purity of silica for manufacturing metallurgical-grade silicon because the purification of silicon in the smelting process is very difficult. In present study, the silica sand which is obtained from Vietnam was mineralogically analyzed. Based on the results, a novel process to separate impurities from the silica sand was developed, which consisted of classification, specific gravity and magnetic separation steps. Using the developed process, high-grade silica sand concentrate containing over 99.8 wt% $SiO_2$ was prepared, being suitable for manufacturing the metallurgical-grade silicon.

Analysis of the Basic Inquiry Process in Korean Science Textbooks: Focused on Classification, Prediction and Reasoning (우리나라 과학 교과서에 나타난 기초 탐구 과정 분석: 분류, 예상 및 추리 탐구 요소를 중심으로)

  • Kim, Hee-Kyong;Park, Bo-Hwa;Lee, Bong-Woo
    • Journal of Korean Elementary Science Education
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    • v.26 no.5
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    • pp.499-508
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    • 2007
  • The purpose of this study was to examine the features of the standards of classification, prediction and reasoning in foreign national science standards and the characteristics of these inquiry processes in the Korean science textbooks. The inquiry process of classification was found less frequently rather than observation and measurement. 'The classification of one character' was much more contained than the higher level of classification, 'the classification of composit character'. For the inquiry process of prediction, most of prediction was 'prediction from experiment result'. In the level of prediction, 'basic prediction' was found more frequently than 'operation prediction'. The inquiry process of reasoning was found more frequently than classification and prediction and was increased in the higher grade textbooks. In the level of reasoning, the higher grade textbooks included 'secondary reasoning' rather than 'simple reasoning'.

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Case Study of Patient with Pleural Effusion Due to Congestive Heart Failure (울혈성 심부전으로 인한 흉막삼출에 대한 한방치험 1례)

  • Park, Jong Joo;Ko, Seung Woo;Kong, Kyung Kwan;Go, Ho Yeon;Moon, Ju Ho
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.27 no.4
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    • pp.460-464
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    • 2013
  • The purpose of this case was to report the effect of Korean medical treatment for patient with pleural effusion due to congestive heart failure. The patient was treated with herbal medicine(Cheongsingeonbi-tang) and acupuncture. The effect of treatment was evaluated by chest X-ray, New York Heart Association(NYHA) functional classification, and Hugh-Jones classification. After 3 weeks of treatment, the amount of pleural effusion was decreased and NYHA class, Hugh-Jones grade were improved. NYHA functional classification improved class III to II and Hugh-Jones classification changed grade IV to II. This result suggests that herbal medicine(Cheongsingeonbi-tang) and acupuncture treatment might have an effect on patient with pleural effusion due to congestive heart failure.

Update of Korean Standard Classification of Diseases for Rectal Carcinoid and Its Clinical Implication (직장 유암종 질병 분류 코드 변경과 임상적 의의)

  • Kim, Eun Soo
    • Journal of Digestive Cancer Reports
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    • v.9 no.2
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    • pp.57-59
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    • 2021
  • Carcinoid tumor is called as neuroendocrine tumor and is classified into neuroendocrine tumor Grade 1, neuroendocrine tumor Grade 2, and neuroendocrine carcinoma based on the differentiation of tumors. Recently, the incidence of rectal carcinoid tumor has been increasing probably due to the increased interest on screening colonoscopy and the advancement of endoscopic imaging technology. As the rectal carcinoid shows a wide range of clinical characteristics such as metastasis and long-term prognosis depending on the size and histologic features, it is a challenge to give a consistent diagnostic code in patients with the rectal carcinoid. If the rectal carcinoid tumor is less than 1 cm in size, it can be given as the code of definite malignancy or the code of uncertain malignant potential according to International Classification of Diseases for Oncology (ICD-O) by World Health Organization (WHO). Because patients get different amount of benefit from the insurance company based on different diagnostic codes, this inconsistent coding system has caused a significant confusion in the clinical practice. In 2019, WHO updated ICD-O and Statistics Korea subsequently changed Korean Standard Classification of Diseases (KCD) including the code of rectal carcinoid tumors. This review will summarize what has been changed in recent ICD-O and KCD system regarding the rectal carcinoid tumor and surmise its clinical implication.

Somatotype Characteristics of Elementary School Girls (Part I) -Focusing somatotype changing charcteristics on each grade group- (학령기 여아의 체형 특성(제1보) -학령기별 체형 변이 특성을 중심으로-)

  • 장정아;권영숙
    • Journal of the Korean Society of Clothing and Textiles
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    • v.23 no.7
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    • pp.941-952
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    • 1999
  • The purposes of this study were to provide the fundamental data on elementary school girls' somatotype for their clothing construction by contemplating the stage of physical growth dividing into the period of school age and characterizing the variation of body type according to the school age. The results are as follows : 1. Form the results of one-way variables analysis and multiple comparson test(Duncan's test) classification of the period school age can be divided into 'early grade(1 2 grade)' ' middle grade(3 4 grade)' and 'later grade(5 6 grade)' 2. As the results of analyzing Mean Coefficient of Variation and Standard Deviation graph for direct and indirect measurments and index especially of the Coefficient Variation that explain individual difference of growth the items of height indicates individual difference related with height of lower body of early grade group the items of length individual difference related with length of upper body of later grade group and the items of circumference make little difference. The items of anagle makes pretty higher value that direct measurements and especially in lower angle of chest make a distinctive difference, This fact proves that children's somatotype change from the belly part extruded forwards of early and middle grade to the upper body part slanted slightly forward of later grade.

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