• 제목/요약/키워드: Food image

검색결과 744건 처리시간 0.031초

Plants Disease Phenotyping using Quinary Patterns as Texture Descriptor

  • Ahmad, Wakeel;Shah, S.M. Adnan;Irtaza, Aun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권8호
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    • pp.3312-3327
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    • 2020
  • Plant diseases are a significant yield and quality constraint for farmers around the world due to their severe impact on agricultural productivity. Such losses can have a substantial impact on the economy which causes a reduction in farmer's income and higher prices for consumers. Further, it may also result in a severe shortage of food ensuing violent hunger and starvation, especially, in less-developed countries where access to disease prevention methods is limited. This research presents an investigation of Directional Local Quinary Patterns (DLQP) as a feature descriptor for plants leaf disease detection and Support Vector Machine (SVM) as a classifier. The DLQP as a feature descriptor is specifically the first time being used for disease detection in horticulture. DLQP provides directional edge information attending the reference pixel with its neighboring pixel value by involving computation of their grey-level difference based on quinary value (-2, -1, 0, 1, 2) in 0°, 45°, 90°, and 135° directions of selected window of plant leaf image. To assess the robustness of DLQP as a texture descriptor we used a research-oriented Plant Village dataset of Tomato plant (3,900 leaf images) comprising of 6 diseased classes, Potato plant (1,526 leaf images) and Apple plant (2,600 leaf images) comprising of 3 diseased classes. The accuracies of 95.6%, 96.2% and 97.8% for the above-mentioned crops, respectively, were achieved which are higher in comparison with classification on the same dataset using other standard feature descriptors like Local Binary Pattern (LBP) and Local Ternary Patterns (LTP). Further, the effectiveness of the proposed method is proven by comparing it with existing algorithms for plant disease phenotyping.

Protective effect of ginsenoside Rb1 against tacrolimus-induced apoptosis in renal proximal tubular LLC-PK1 cells

  • Lee, Dahae;Lee, Dong-Soo;Jung, Kiwon;Hwang, Gwi Seo;Lee, Hye Lim;Yamabe, Noriko;Lee, Hae-Jeong;Eom, Dae-Woon;Kim, Ki Hyun;Kang, Ki Sung
    • Journal of Ginseng Research
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    • 제42권1호
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    • pp.75-80
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    • 2018
  • Background: The aim of the present study was to evaluate the potential protective effects of six ginsenosides (Rb1, Rb2, Rc, Rd, Rg1, and Rg3) isolated from Panax ginseng against tacrolimus (FK506)-induced apoptosis in renal proximal tubular LLC-PK1 cells. Methods: LLC-PK1 cells were treated with FK506 and ginsenosides, and cell viability was measured. Protein expressions of mitogen-activated protein kinases, caspase-3, and kidney injury molecule-1 (KIM-1) were evaluated by Western blotting analyses. The number of apoptotic cells was measured using an image-based cytometric assay. Results: Reduction in cell viability by $60{\mu}M$ FK506 was ameliorated significantly by cotreatment with ginsenosides Rg1 and Rb1. The phosphorylation of p38, extracellular signal-regulated kinases, and KIM-1, and cleavage of caspase-3, increased markedly in LLC-PK1 cells treated with FK506 and significantly decreased after cotreatment with ginsenoside Rb1. The number of apoptotic cells decreased by 6.0% after cotreatment with ginsenoside Rb1 ($10{\mu}M$ and $50{\mu}M$). Conclusion: The antiapoptotic effects of ginsenoside Rb1 on FK506-induced apoptosis were mediated by the inhibition of mitogen-activated protein kinases and caspase activation.

Protein Profile of Embryonic Stem Cells Following Differentiation

  • D. I. Jin;Kang, H. S;Kim, H. J.;Lee, S. H.;Park, C. S.;K. S. Im;Lee, H. M.
    • 한국가축번식학회지
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    • 제26권4호
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    • pp.377-384
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    • 2002
  • To investigate the expression patterns of proteins and growth factor signals in differentiated rabbit embryonic stem (ES) cells, ES cells with confluent stage grown of feeder layer and differentiated cells into embryoid bodies (EB) without feeder cell were applied to protein gel and Western blotting analysis. There were 66kDa and 28kDa specifically expressed in differentiated ES cell but not in undifferentiated ES cell while 25kDa protein band showed up in only undifferentiated ES cells. Also there were some difference of protein bands in several area of gel between differentiated and undifferentiated ES cells such as about 100 kDa, 50kDa and 27kDa areas, but there was no difference in band pattern of one-dimensional gel analysis between mouse ES cells and rabbit ES cells. IGF-I receptor and EGF receptor were expressed in differentiated cells and undifferentiated cells. And ICF-I and EGF were not expressed in both differentiated and undifferentiated cells. These results indicated that ES cells express their own proteins to inhibit differentiation while EB cells synthesize different proteins to differentiate, and 16F-I receptor and EGF receptor were expressed in both ES and EB cells probably for the different functions.

Assessing the Extent and Rate of Deforestation in the Mountainous Tropical Forest

  • Pujiono, Eko;Lee, Woo-Kyun;Kwak, Doo-Ahn;Lee, Jong-Yeol
    • 대한원격탐사학회지
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    • 제27권3호
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    • pp.315-328
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    • 2011
  • Landsat data incorporated with additional bands-normalized difference vegetation index (NDVI) and band ratios were used to assess the extent and rate of deforestation in the Gunung Mutis Nature Reserve (GMNR), a mountainous tropical forest in Eastern of Indonesia. Hybrid classification was chosen as the classification approach. In this approach, the unsupervised classification-iterative self-organizing data analysis (ISODATA) was used to create signature files and training data set. A statistical separability measurement-transformed divergence (TD) was used to identify the combination of bands that showed the highest distinction between the land cover classes in training data set. Supervised classification-maximum likelihood classification (MLC) was performed using selected bands and the training data set. Post-classification smoothing and accuracy assessment were applied to classified image. Post-classification comparison was used to assess the extent of deforestation, of which the rate of deforestation was calculated by the formula suggested by Food Agriculture Organization (FAO). The results of two periods of deforestation assessment showed that the extent of deforestation during 1989-1999 was 720.72 ha, 0.80% of annual rate of deforestation, and its extent of deforestation during 1999-2009 was 1,059.12 ha, 1.31% of annual rate of deforestation. Such results are important for the GMNR authority to establish strategies, plans and actions for combating deforestation.

Hyperspectral Imaging and Partial Least Square Discriminant Analysis for Geographical Origin Discrimination of White Rice

  • Mo, Changyeun;Lim, Jongguk;Kwon, Sung Won;Lim, Dong Kyu;Kim, Moon S.;Kim, Giyoung;Kang, Jungsook;Kwon, Kyung-Do;Cho, Byoung-Kwan
    • Journal of Biosystems Engineering
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    • 제42권4호
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    • pp.293-300
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    • 2017
  • Purpose: This study aims to propose a method for fast geographical origin discrimination between domestic and imported rice using a visible/near-infrared (VNIR) hyperspectral imaging technique. Methods: Hyperspectral reflectance images of South Korean and Chinese rice samples were obtained in the range of 400 nm to 1000 nm. Partial least square discriminant analysis (PLS-DA) models were developed and applied to the acquired images to determine the geographical origin of the rice samples. Results: The optimal pixel dimensions and spectral pretreatment conditions for the hyperspectral images were identified to improve the discrimination accuracy. The results revealed that the highest accuracy was achieved when the hyperspectral image's pixel dimension was $3.0mm{\times}3.0mm$. Furthermore, the geographical origin discrimination models achieved a discrimination accuracy of over 99.99% upon application of a first-order derivative, second-order derivative, maximum normalization, or baseline pretreatment. Conclusions: The results demonstrated that the VNIR hyperspectral imaging technique can be used to discriminate geographical origins of rice.

현대패션에 나타난 소재 상호텍스트성 (Intertextuality of Materials in the Contemporary Fashion)

  • 김선영;심준영
    • 한국의류학회지
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    • 제32권5호
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    • pp.741-752
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    • 2008
  • The purposes of this study are to review the status of dress material in the contemporary fashion design by examining the intertextuality of many materials other than textiles used in the contemporary fashion and to show that the development of new fashion materials is a factor for designing competitiveness. The results of this study are summarized as follows: First, foods and natural objects are used as fashion materials to reveal natural beauty, and at the same time new formative elements are expressed in combinations of life and fashion. Second, common paper and luxurious jewelry are presented as a formative element symbolic of an aspect of the contemporary society or embodied in elaborate handicraft techniques. Those materials boost the luxuriousness of costume and create a strong futuristic image according to how they are expressed. Third, plastics available for a variety of objects in different shapes and colors offer such formative features that could be shaped with textiles, as high-end technology is introduced to fashion. Fourth, metallic materials have added freedom to design formality due to their qualities of convergence and displacement and by the introduction of brand-new technology, suggesting a new future for the fashion industry. Fifth, using a variety of anti-fashion materials including semiconductor chips, mirrors, vinyl, wires, and rubber makes a change in the existing points of view regarding the formality of things and helps create a special aesthetic effect in a visual respect to develop a strong intertextuality of materials.

수도권 대학생들의 고급 아이스크림에 대한 구매 성향과 이에 따른 판매 전략 (Purchasing Type and Sale Strategies for High Quality Ice Creams of University Students in Seoul.Kyonggi Area)

  • 정부원;이현자;강근옥
    • 동아시아식생활학회지
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    • 제19권3호
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    • pp.451-458
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    • 2009
  • This study surveyed university students in the Seoul and Kyonggi areas about their purchasing types and sale strategies for high quality ice cream products. The desire to buy new high quality ice cream was "moderate" (35.4%) followed by "quite a lot" (29.4%), showing that the students' interests and their desires for new high quality ice cream items were high. Among things to consider when buying ice cream, 39.2% answered that "taste" was most important, When the subjects were asked if they planned on revisiting an ice cream shop chain. 38.6% answered "quite a lot" or "very much" reflecting that their opinion on the image and service of the ice cream shop chain were very good. As for the influence of seasons on their purchasing of ice cream products, three times more students responded "quite a lot" or "very much" at 51.6% compared to "somewhat little" or "very much" (17.8%), showing that the subjects were responsive to seasonal influences, The subjects were also three times more likely (73.0%) to visit a cafe-type high quality ice cream store chain, Therefore such cafe-type chains are a way to increase sales and to overcome seasonal influences on purchasing. Finally the favorite food to eat with ice cream was cookies (51.3%).

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이침자극(耳鍼刺戟)이 절식(絶食) Stress로 인(因)한 흰쥐 대뇌피질(大腦皮質)의 NADPH-diaphorase 신경세포(神經細胞)에 미치는 영향(影響) (Effects of Auricular Acupuncture on NADPH-diaphorase Neurons in Brain Cortex of Fasted Rats)

  • 이정현;김이화;이은용
    • Journal of Acupuncture Research
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    • 제18권2호
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    • pp.79-90
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    • 2001
  • Objective : The aim of the present study is to investigate whether stimulating a specific auricular point(胃點) is effect on suppression of appetite. Methods : This study evaluated the changes of Reduced-Nicotinamide-Adenine-inucieotide-Phosphate-diaphorase(NADPH-d)-positive neurons using a histoehemical method. Staining intensities of NADPH-d-positive neurons were assessed in a quantitative fashion using a microdensitometrical method based on optical density by means of an image analyzer. Results : The results show as follows ; 1. In the RSG/RSA, FRI/FR2, HL, PAR1 area, The optical density of NADPH-d-positive neurons of fasted group was significantly decreased in comparison to fed group. 2. In most cortical area, It was not significant statistically, But the optical density of NADPH-d-positive neurons of fed with auricular acupuncture group was decreased in comparison to fed group. 3. In most cortical area, It was not significant statistically, But fasted with auricular acupuncture group increased the optical density of NADPH-d-positive neurons comparison to fasted group. Conclusions : We conclude that stimulating the specific auricular points is able to effect on NO(Nitric Oxide)-expression in the brain cortex of sprague dawley rats, The results suggest that auricular acupuncture may be useful for controlling obesity.

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스마트폰과 임베디드 촬영 모듈을 활용한 구강 환자 관리 시스템 구현 (Implementation of oral patient management system using smartphone and embedded imaging module)

  • 이현섭;윤주상;김진덕
    • 한국정보통신학회논문지
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    • 제22권4호
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    • pp.581-586
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    • 2018
  • 중증 질환 환자의 대부분은 치료 적기를 놓쳐 병을 키우게 된 경우가 많다. 높은 자각 증상이 나타나거나 강력한 통증이 없는 경우 병원 방문을 심각하게 고려하지 않는다. 치은염의 경우 잇몸에서 출혈을 일으키며 치아 붕괴를 일으키는 질환이지만 초기의 증상이 경미하다. 이 시점에서의 병원 치료는 매우 높은 효과를 가진다. 그러나 치료시기를 놓칠 경우 잇몸과 구강의 건강에 심각한 문제를 일으켜 음식을 섭취 할 수없는 상황까지 병증이 진행된다. 본 논문에서는 환자의 치주 이미지를 스마트 폰으로 촬영하여 실시간으로 치의료 기관에 구축된 환자 관리 시스템으로 정보를 전송한다. 전송된 정보를 담당 의사가 판단하며 이에 대한 치료 적기 정보를 환자에게 제공한다.

무치악 연구개 결손 환자에서 총의치형 연구개 폐색 장치를 제작한 증례 (Prosthetic rehabilitation of soft palate resection edentulous patient with maxillary obturator)

  • 류승범;허성주;곽재영;김성균
    • 대한치과보철학회지
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    • 제57권4호
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    • pp.475-482
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    • 2019
  • 본 증례는 서울대학교 치과병원 치과보철과로 내원한 76세 남성 환자의 총의치 기능을 겸하는 연구개 폐색 장치의 제작에 관한 증례이다. 상환은 편도암으로 인해 연구개 및 편도 부위 절제 후 발음이 잘 되지 않고 음식물이 코로 넘어간다는 주소로 내원하였다. 제작과정에서 CT를 3차원으로 재구성하여 연구개 결손부위의 형태를 관찰하고, 비성도 검사와 비내시경 검사를 통해 발음 및 연하의 개선여부를 확인하였다. 환자는 발음과 저작 및 연하에 있어서 만족할만한 결과를 보여 본 증례를 보고하는 바이다.