• Title/Summary/Keyword: chemical image

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Automatic Recognition of Symbol Objects in P&IDs using Artificial Intelligence (인공지능 기반 플랜트 도면 내 심볼 객체 자동화 검출)

  • Shin, Ho-Jin;Jeon, Eun-Mi;Kwon, Do-kyung;Kwon, Jun-Seok;Lee, Chul-Jin
    • Plant Journal
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    • v.17 no.3
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    • pp.37-41
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    • 2021
  • P&ID((Piping and Instrument Diagram) is a key drawing in the engineering industry because it contains information about the units and instrumentation of the plant. Until now, simple repetitive tasks like listing symbols in P&ID drawings have been done manually, consuming lots of time and manpower. Currently, a deep learning model based on CNN(Convolutional Neural Network) is studied for drawing object detection, but the detection time is about 30 minutes and the accuracy is about 90%, indicating performance that is not sufficient to be implemented in the real word. In this study, the detection of symbols in a drawing is performed using 1-stage object detection algorithms that process both region proposal and detection. Specifically, build the training data using the image labeling tool, and show the results of recognizing the symbol in the drawing which are trained in the deep learning model.

Effect of Self-Image Congruence, Clothing Preference and Reference Price on Payment Intention Price (자기 이미지 일치성과 의복 선호 및 준거 가격이 지불의도 가격에 미치는 영향)

  • Chung, Ihn Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.40 no.1
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    • pp.148-157
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    • 2016
  • In this study, the notion of payment intention price was introduced and examined in relation with self-image congruence, clothing preference and two types of reference price: expected price and fair price. One hundred samples of female collegiate students participated in the group survey and responded to the instrument including variables of clothing image evaluation, clothing preference, reference price, payment intention price toward a one-piece dress as the stimulus, and ideal self-image perception. Descriptive statistics, correlations, and regressions were applied on data analysis. The results were as follow. Payment intention price was determined by clothing preference and fair price, and the explaining power of fair price was greater than clothing preference. One confirmatory path was observed that self-image congruence effects clothing preference, and then clothing preference effects payment intention price. The other confirmatory path was from expected price to fair price and fair price to payment intention price.

Photoinduced Superhydrophilicity in TiO2 Thin Films Modified with WO3

  • Hwang, Young-Kyu;Patil, Kashinath Rangu;Kim, Hye-Kyung;Dattatraya Sathaye, Shivaram;Hwang, Jin-Soo;Park, Sang-Eon;Chang, Jong-San
    • Bulletin of the Korean Chemical Society
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    • v.26 no.10
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    • pp.1515-1519
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    • 2005
  • Tungsten oxide-modified TiO2 thin films were formed on a glass substrate by sol-gel and dip coating processes using acetyl acetone as a chelating agent. The hydrophilic properties of the thin films were investigated with illumination of UV light. The dependence of water contact angle on material composition and morphology of the film is established with SEM image and AFM profile. The surface morphology was controlled with the change of precursor concentration. 0.01 M of tungsten oxide-modified Ti$O_2$ have shown the highest hydrophilicity after UV-irradiation. The effect of composition on photoinduced hydrophilicity of the W$O_3$-Ti$O_2$ films was also investigated. The films were characterized by XRD, SEM, AFM and XPS.

ELECTRO-MICROSCOPE BASED 3D PLANT CELL IMAGE PROCESSING METHOD

  • Lee, Choong-Ho;Umeda Mikio;Takesi Sugimoto
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2000.11b
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    • pp.227-235
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    • 2000
  • Agricultural products are easily deformable its shape because of some external forces. However, these force behavior is difficult to measure quantitatively. Until now, many researches on the mechanical property was performed with various methods such as material testing, chemical analysis and non-destructive methods. In order to investigate force behavior on the cellular unit of agricultural products, electro-microscope based 3D image processing method will contribute to analysis of plant cells behavior. Before image measurement of plant cells, plant sample was cut off cross-sectioned area in a size of almost 300-400 ${\mu}$ m units using the micron thickness device, and some of preprocessing procedure was performed with fixing and dyeing. However, the wall structure of plant cell is closely neighbor each other, it is necessary to separate its boundary pixel. Therefore, image merging and shrinking algorithm was adopted to avoid disconnection. After then, boundary pixel was traced through thinning algorithm. Each image from the electro-microscope has a information of x,y position and its height along the z axis cross sectioned image plane. 3D image was constructed using the continuous image combination. Major feature was acquired from a fault image and measured area, thickness of cell wall, shape and unit cell volume. The shape of plant cell was consist of multiple facet shape. Through this measured information, it is possible to construct for structure shape of unit plant cell. This micro unit image processing techniques will contribute to the filed of agricultural mechanical property and will use to construct unit cell model of each agricultural products and information of boundary will use for finite element analysis on unit cell image.

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TEM Study of Micropores Developed on Pitch-based Carbon Fiber

  • Ryu, Seung-Kon;Lu, Ji Gui
    • Carbon letters
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    • v.7 no.2
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    • pp.114-118
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    • 2006
  • Isotropic pitch-based carbon fiber has been activated by steam diluted in nitrogen in order to characterize the microporosity. Especially, 40 wt% burn-off ACFs were prepared from different conditions to compare the pore structure and size. The ACFs were thinly sliced to investigate the inside pores by TEM and image analyzer. As expected, the adsorption characteristics of these ACFs were quite different from one another because of different pore structure and size. Most pores are not slit-shaped but rather round. Small round micropores become broad and irregular as increasing the activation time and temperature.

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Improved Mechanical Motion in Oxide Wet Etch Process with BOE chemical (BOE 약액을 사용하는 공정의 로봇 동작 개선)

  • Kim, Eung-Do;Son, Won-Jin
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2010.06a
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    • pp.363-363
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    • 2010
  • After oxide wet etch with BOE(Buffered Oxide Etchant), triangle type defect maps were inspected and SEM image showed them unetch of oxide layer. As decreasing design rule, oxide unetch has become a crucial issue and has affected the yield and quality.

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PHOTOSENSITIVITY OF HETEROJUNCTION TYPE GRAINS IN CUBIC SILVER HALIDE MICROCRYSTALS

  • Park, In Yeong
    • Journal of Photoscience
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    • v.3 no.3
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    • pp.159-161
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    • 1996
  • Photosensitivity of silver halide emulsion depends on the properties of the microcrystals. Size, shape, grain distribution and chemical composition as well as the inner structure or the topography of the latent image specks affect on the optical properties and play an important role in the photographic process. In the present paper, a study on the sensitization of emulsion containing AgBrClI core/shell grains showed that for the given size, shape, halide content and crystal habit, under the optimal conditions the photosensitivity of the heterojunction type grains are different from that of the common regular grains. The optimal photosensitivity was obtained at the iodide content of 2.0 mo1%.

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