• 제목/요약/키워드: Color classification

검색결과 601건 처리시간 0.024초

Surface Water Mapping of Remote Sensing Data Using Pre-Trained Fully Convolutional Network

  • Song, Ah Ram;Jung, Min Young;Kim, Yong Il
    • 한국측량학회지
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    • 제36권5호
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    • pp.423-432
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    • 2018
  • Surface water mapping has been widely used in various remote sensing applications. Water indices have been commonly used to distinguish water bodies from land; however, determining the optimal threshold and discriminating water bodies from similar objects such as shadows and snow is difficult. Deep learning algorithms have greatly advanced image segmentation and classification. In particular, FCN (Fully Convolutional Network) is state-of-the-art in per-pixel image segmentation and are used in most benchmarks such as PASCAL VOC2012 and Microsoft COCO (Common Objects in Context). However, these data sets are designed for daily scenarios and a few studies have conducted on applications of FCN using large scale remotely sensed data set. This paper aims to fine-tune the pre-trained FCN network using the CRMS (Coastwide Reference Monitoring System) data set for surface water mapping. The CRMS provides color infrared aerial photos and ground truth maps for the monitoring and restoration of wetlands in Louisiana, USA. To effectively learn the characteristics of surface water, we used pre-trained the DeepWaterMap network, which classifies water, land, snow, ice, clouds, and shadows using Landsat satellite images. Furthermore, the DeepWaterMap network was fine-tuned for the CRMS data set using two classes: water and land. The fine-tuned network finally classifies surface water without any additional learning process. The experimental results show that the proposed method enables high-quality surface mapping from CRMS data set and show the suitability of pre-trained FCN networks using remote sensing data for surface water mapping.

18세기 프랑스의 프린트 직물에 관한 연구 -트왈 드 죠이 디자인을 중심으로- (A Study on the Printed French Textiles in the 18th Century - Focus on the Toile do Jouy)

  • 김희선;구희경
    • 한국의상디자인학회지
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    • 제8권3호
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    • pp.129-143
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    • 2006
  • This study is to review the printed cotton textile industry of Europe in 17th-l8th century, and specially investigate the development of the Toile do Jouy, printed French fabrics around the 18th century. Generally, the Toile de Jouy has two different meanings. The first meaning is the popular printed cotton textiles producted by wood block printing, copper plate printing and roller printing techniques at Jouy on Joas factory in France, around 18th century. The second meaning is the monochromatic upholstery fabrics printed by copper plate. Actually, this monochromatic printed textiles were the most popular printed cotton fabrics with large scale scenic designs with people, trees, birds, buildings, mythical heroes, protagonists of novel and country scenes of shepherds, sheep and other animals manufactured by Jouy on Joas factory. Main issue of this paper is to propose features of pattern, color and classify types of patterns expressed on the Toile de Jouy fabrics according to printing techniques such as wood block printing, copper plate printing and copper roller printing. And this study is also to analyze on origins of the variety of names called the printed cotton textiles in those days. The results of this study can help to understand the knowledge of printed cotton textiles in Europe and be effectively applied to develop printed fabric design in the textile industry.

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Sclerosing Meningioma : Radiological and Clinical Characteristics of 21 Cases

  • Kang, Ho;Kim, Jin Wook;Se, Young-Bem;Dho, Yun-Sik;Choi, Seung Hong;Park, Sung-Hye
    • Journal of Korean Neurosurgical Society
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    • 제59권6호
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    • pp.584-589
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    • 2016
  • Objective : A rare subtype of meningioma, sclerosing meningioma is not included in the current World Health Organization classification of meningiomas and is classified into the category of other morphological variation subtypes. Sclerosing meningioma is often misdiagnosed to other non-benign meningioma or malignant neoplasm, so it is important to diagnose sclerosing type correctly. We analyzed the radiological and clinical characteristics of a series of sclerosing meningiomas. Methods : Twenty-one patients who underwent surgery in one institute with a histopathologically proven sclerosing meningioma were included from 2006 to 2014. Eighteen tumors were diagnosed as a pure sclerosing-type meningioma, and 3 as mixed type. Magnetic resonance image was taken for all patients including contrast enhancement image. Computed tomography (CT) scan was taken for 16 patients. One neuroradiologist and 1 neurosurgeon reviewed all images retrospectively. Results : In the all 16 patients with preoperative CT images, higher attenuation was observed in the meningioma than in the brain parenchyma, and calcification was observed in 11 (69%). In 15 of the 21 patients (71%), a distinctive very low signal intensity appeared as a dark color in T2-weighted images. Nine of these 15 tumors (60%) exhibited heterogeneous enhancement, and 6 (40%) exhibited homogeneous enhancement that was unlike the homogeneous enhancing pattern shown by conventional meningiomas. Ten patients had a clear tumor margin without peritumoral edema. Conclusion : Although these peculiar radiological characteristics are not unique to sclerosing meningioma, we believe that they are distinctive features that may be helpful for distinguishing sclerosing meningioma from other subtypes.

Himawari-8/AHI 관측자료를 이용한 주요 대기 에어로솔 탐지 및 분류 방법 (Detection and Classification of Major Aerosol Type Using the Himawari-8/AHI Observation Data)

  • 이권호;이규태
    • 한국대기환경학회지
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    • 제34권3호
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    • pp.493-507
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    • 2018
  • Due to high spatio-temporal variability of amount and optical/microphysical properties of atmospheric aerosols, satellite-based observations have been demanded for spatiotemporal monitoring the major aerosols. Observations of the heavy aerosol episodes and determination on the dominant aerosol types from a geostationary satellite can provide a chance to prepare in advance for harmful aerosol episodes as it can repeatedly monitor the temporal evolution. A new geostationary observation sensor, namely the Advanced Himawari Imager (AHI), onboard the Himawari-8 platform, has been observing high spatial and temporal images at sixteen wavelengths from 2016. Using observed spectral visible reflectance and infrared brightness temperature (BT), the algorithm to find major aerosol type such as volcanic ash (VA), desert dust (DD), polluted aerosol (PA), and clean aerosol (CA), was developed. RGB color composite image shows dusty, hazy, and cloudy area then it can be applied for comparing aerosol detection product (ADP). The CALIPSO level 2 vertical feature mask (VFM) data and MODIS level 2 aerosol product are used to be compared with the Himawari-8/AHI ADP. The VFM products can deliver nearly coincident dataset, but not many match-ups can be returned due to presence of clouds and very narrow swath. From the case study, the percent correct (PC) values acquired from this comparisons are 0.76 for DD, 0.99 for PA, 0.87 for CA, respectively. The MODIS L2 Aerosol products can deliver nearly coincident dataset with many collocated locations over ocean and land. Increased accuracy values were acquired in Asian region as POD=0.96 over land and 0.69 over ocean, which were comparable to full disc region as POD=0.93 over land and 0.48 over ocean. The Himawari-8/AHI ADP algorithm is going to be improved continuously as well as the validation efforts will be processed by comparing the larger number of collocation data with another satellite or ground based observation data.

무선조종 헬리콥터를 이용한 소규모 인공 습지의 식생피복율 변화 모니터링 (Monitoring the Vegetation Coverage Rate of Small Artificial Wetland Using Radio Controlled Helicopter)

  • 이춘석
    • 한국환경복원기술학회지
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    • 제9권2호
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    • pp.81-89
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    • 2006
  • The purpose of this study was to evaluate the applicability of small RC(radio controlled) helicopter and single lens reflect camera as SFAP(Small Format Aerial Photography) aquisition system to monitor the vegetation coverage of wetland. The system used to take pictures of small artificial wetland were a common optical camera(Nikon F80 with manual lens whose focal length was 28mm) attached to the bottom of a RC helicopter with a 50 cubic inch size glow engine. Three hundreds pictures were taken at the altitude of 50m above the ground, from 23rd June to 7th September 2005. Four from the images were selected and scanned to digital images whose dimension were 2048${\times}$1357 pixels. Those images were processed and rectified with GCP(Ground Control Poins) and digital map, and then classified by the supervised- classification module of image processing program PG-steamer Version 2.2. The major findings were as follows ; 1. The final images processed had very high spatial resolution so that the objects bigger than 30mm like lotus(Nelumbo nucifera), rock and deck were easily identified. 2. The dominant plants of the monitoring site were Monochoria ragianlis, Typha latifolia, Beckmannia syzigachne etc. Because those species have narrow and long leaves and form irregular biomass, the individuals were hardly identifiable, but the distribution of population were easily identifiable depending on the color difference. 3. The area covered by vegetation was rapidly increased during the first month of monitoring. At the beginning of the monitoring 23th June 2005, The rate of area covered by vegetation were only 34%, but after 27 and 60 days it increased to 74%, and the 86% respectively.

웹 미디어에 나타난 커스터마이저블 패션 브랜드의 유형 및 전략 연구 (A Study on the Types and Strategies of Customizable Fashion Brands on Web Media)

  • 이미숙;정경희
    • 패션비즈니스
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    • 제21권1호
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    • pp.134-147
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    • 2017
  • The purpose of this study is to analyze fashion brands' contents and characteristics of the participation platform of users, to assess the types and strategies of mass customization(MC). Most fashion brands sell one professional content: Shoes brands were the most common, followed by bags, unisex wear, and menswear. In consumer's design selection elements, changes in color and materials were the most common. For the personalization service elements, monogram service was the most common. The results of MC types analysis were as follows, Customized Standardization was the most common, followed by Tailored Customization, Pure Customization, and Segmented Standardization. For the types according to changes in products and expression methods, Cosmetic was the most common. And the classification according to modulation, Modularizers were the most common. For Creativity, brands in the making stage were the most common. For Flexibility, although brands different methods, high flexibility by modularizing design elements of products and accomplishing various design through participation. The Ease of use for various expression was generally high, parallel to Flexibility. For Durability, because consumers could receive end products only when they participated in the assembly stage in the on-line purchase, their continuous participation was not possible, so they participated only once. The typical types and strategy of MC were analyzed. The Customized Standardization type was the most common in shoes, bag, and womenswear brands. It was the Cosmetic type which could change colors and materials, the Modularizers, and had high Flexibility and Ease of use and low Durability.

중엽형 한국잔디(Zoysia spp.)류의 형태적 특성과 RAPDs를 이용한 분류 (Morphological Characteristics of Medium-Leaf Type Zoysiagrasses (Zoysia spp.) and Their Classification Using RAPDs)

  • 최준수
    • 아시안잔디학회지
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    • 제24권2호
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    • pp.88-96
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    • 2010
  • 한국잔디류중 엽폭이 3~4 mm 정도를 보이는 중지류는 최근에 국내에서 가장 널리 이용되고 있는 잔디이다. 본 연구에서는 한국잔디류 중 중엽형 36 계통과 기본 5종의 근연관계를 확인해 보고자 RAPD 방법을 사용하였다. 형태적 특성조사는 엽폭, 잎각도, 최하위 잎의 잎집 길이, 엽모, 지상포복경의 색 등을 조사하였다. 여덟개의 프라이머를 이용하여 19개의 RAPD 마커를 확인하였다. 마커를 이용하여 유전적 유사도를 조사한 결과 0~0.736의 유전적 변이정도가 확인되었다. RAPD 마커를 이용하여 분류한 결과 3개 군으로 나뉘어 졌다. 제1군에는 들잔디와 함께 미국에서 육성된 'Zenith', 'Meyer'등이 포함되었다. 제2군에는 갯잔디, 왕잔디와 함께 '안양중지', '삼덕중지', '평동중지' 등이 포함되었다. 그리고 제3군은 제1군, 제2군과 비교해 유전적으로 거리가 멀게 나타났으며, 금잔디와 비단잔디가 포함되었다. 한국에서 주로 이용되고 있는 '안양중지', '삼덕중지', 그리고 '평동중지' 류는 갯잔디 및 왕잔디와 유전적 유사도가 높은 것으로 나타났다.

스포티브 스타일의 패션 이미지 세분화에 따른 선호도 및 구매행동 분석 (A Study of Design Preference and Purchase Behavior by Segmentation of Fashion images on Sportive style)

  • 박숙현;이정민
    • 한국생활과학회지
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    • 제15권4호
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    • pp.585-595
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    • 2006
  • The purpose of this study is to classify the fashion images on sportive style, to find out the difference between the image of sportive style which consumers prefer and the image of sportive style which they want to show and, finally, to analyze their purchase behavior. This research is done with survey method. The subjects of the survey are 835 females in their twenties or their thirties in Pusan area. The data are analyzed with factor analysis, Cronbach's alpha, $X^2$-test, and frequency analysis. The results of this study are as follows: first, sportive style is classified into Sexy, Romantic, Active and Modem image. Second, the results of analysis on consumers' preferring image and their wanting-to-show image to the above-mentioned image classification are as follows: firstly, the subjects' most preferring image and the image which they most want to show is Modem in1age. The second is Sexy image. But the subjects preferred having Modem image. Secondly, consumers' Individuality and apparel's Function are the important reasons to choose the sportive style. Thirdly, Modem image is the most preferred in the images of street wear. Sexy image and Active image are the preferred in the images of sports wear. Third, It is a vivid tone and a dark tone that is the color tone of sportive wear which consumers prefer. They prefer a logo- patterned sports wear, too. The consumers obtain most information on sports wear from sports wear stores. Silhouette is the most decisive design element in consumers' purchasing. The sports wear brands which the subjects prefer are Adidas and Nike.

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488례청대온병의안적설상분석 (488 cases analysis of tongue characteristic from case record monographs of Warm disease in Qing Dynasty)

  • 이연;옥성화;후양방;관군달;양영
    • 대한한의학원전학회지
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    • 제19권3호
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    • pp.427-431
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    • 2006
  • From 51 monographs of case record in Qing Dynasty, we chose 29 monographs in which tongue diagnosis applied to Warm disease. Then extracted all the case records and got 488 cases from them. In according to the classification of tongue diagnosis in teaching material of TCM diagnosis of higher TCM schools education, we had a statistic analysis on the 488 cases. Results show that the recording rate of tongue coating was highest, 65.16%. From high to low sequentially, the frequency of different fur was yellow fur, white fur and black fur. During $1850{\sim}1911$ of Qing Dynasty, the description of tongue coating changed that the proportion of white fur, yellow fur and compound fur was increased. On the contrary, the proportion of black fur was decreased. The recording rate of the color of tongue was 23.16%, in which the rate of red tongue and crimson tongue were higher. The recording rate of fur character was 37.7%. During $1850{\sim}1911$ of Qing Dynasty, the recording rate of greasy fur was increased to the first. The application of tongue diagnosis involves the warm-heat species of Warm Disease, damp-heat species of Warm Disease and pestilence.

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加祚盆地의 地形發達 (Geomorphic Development of the Kajo Basin)

  • 조화룡;장호;이종남
    • 한국제4기학회지
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    • 제1권1호
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    • pp.35-45
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    • 1987
  • 1) 加祚盆地는 花岡岩이 貫入한 地域이 侵蝕되는 과정상에서 熱接觸變質을 받은 주변 地質은 侵蝕에 저항하여 山地로 남고, 중앙의 花岡岩은 쉽게 침식을 받아 盆地底가 된 花岡岩의 侵蝕盆地이다. 2) 盆地底에는 形成시기를 달리하는 7개의 지형면을 분류할 수 있었으며, 이들은 오래된 것부터 高位1, 2面, 中位1, 2面, T面, 低位1, 2面으로 분류되었다. 3) 低位1面은 Carbon dating 및 花盆分析에 의하여 Early Wurm氷期에 형성된 것이 판명되었다. 4) 低位1面을 編年의 基準面으로 하고, 土壤의 土色(赤色土의 分布 여부), 礫의 風化度를 考慮하여 高位面은 Mindel氷期에, 中位面은 Riss氷期에, 低位2面은 late Wurm氷期에 對應하여 형성된 地形面으로 推定되었다. 5) 30,000年B.P.경에 加祚盆地의 植生은 Betula가 優占種이었으며, Picea도 높은 出現率을 보였다.

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