• Title/Summary/Keyword: Separating image

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A Study on Character Recognition using Wavelet Transformation and Moment (웨이브릿 변환과 모멘트를 이용한 문자인식에 관한 연구)

  • Cho, Meen-Hwan
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.10
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    • pp.49-57
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    • 2010
  • In this thesis, We studied on hand-written character recognition, that characters entered into a digital input device and remove noise and separating character elements using preprocessing. And processed character images has done thinning and 3-level wavelet transform for making normalized image and reducing image data. The structural method among the numerical Hangul recognition methods are suitable for recognition of printed or hand-written characters because it is usefull method deal with distortion. so that method are applied to separating elements and analysing texture. The results show that recognition by analysing texture is easily distinguished with respect to consonants. But hand-written characters are tend to decreasing successful recognition rate for the difficulty of extraction process of the starting point, of interconnection of each elements, of mis-recognition from vanishing at the thinning process, and complexity of character combinations. Some characters associated with the separation process is more complicated and sometime impossible to separating elements. However, analysis texture of the proposed character recognition with the exception of the complex handwritten is aware of the character.

Machine Vision Applications in Automated Scrap-separating Research (머신비젼 시스템을 이용(利用)한 스크랩 자동선별(自動選別) 연구(硏究))

  • Kim, Chan-Wook;Kim, Hang-Goo
    • Resources Recycling
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    • v.15 no.6 s.74
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    • pp.3-9
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    • 2006
  • In this study, a machine vision system using a color recognition method has been designed and developed to automatically sort out specified materials from a mixture, especially Cu and other non-ferrous metal scraps from a mixture of iron scraps. The system consists of a CCD camera, light sources, a frame grabber, conveying devices and an air-nozzle ejector, and is program-controlled by a image processing algorithms. The ejectors designed to be operated by an I/O interface communication with a hardware controller. In the functional tests of the system, its efficiency in the separation of Cu scraps from its mixture with Fe ones reaches to 90% or more at a conveying speed of 15m/min, and thus the system is proven to be excellent in terms of the separating efficiency. Therefore, it is expected that the system can be commercialized in the industry of shredder makers if an automated sorting system of high speed is realized.

Machine vision applications in automated scrap-separating research (머신비젼 시스템을 이용(利用)한 스크랩 자동선별(自動選別) 연구(硏究))

  • Kim, Chan-Wook;Lee, Seung-Hyun;Kim, Hang-gu
    • Proceedings of the Korean Institute of Resources Recycling Conference
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    • 2005.05a
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    • pp.57-61
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    • 2005
  • In this study, the machine vision system for inspection using color recognition method have been designed and developed to automatically sort out a specified material such as Cu scraps or other non-ferrous metal scraps mixed in Fe scraps. The system consists of a CCD camera, light sources, a frame grabber, conveying devices and an air nozzled ejector, and is program-controlled by a image processing algorithm. The ejector is designed to be operated by an I/O interface communication with a hardware controller. The sorting examination results show that the efficiency of separating Cu scraps from the Fe scraps mixed with Cu scraps is around 90 % at the conveying speed of 15 m/min. and the system is proven to be excellent in terms of its efficiency. Therefore, it is expected that the system can be commercialized in shredder firms, if the high-speed automated sorting system will be realized.

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Individual Tooth Image Segmentation with Correcting of Specular Reflections (치아 영상의 반사 제거 및 치아 영역 자동 분할)

  • Lee, Seong-Taek;Kim, Kyeong-Seop;Yoon, Tae-Ho;Lee, Jeong-Whan;Kim, Kee-Deog;Park, Won-Se
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.6
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    • pp.1136-1142
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    • 2010
  • In this study, an efficient removal algorithm for specular reflections in a tooth color image is proposed to minimize the artefact interrupting color image segmentation. The pixel values of RGB color channels are initially reversed to emphasize the features in reflective regions, and then those regions are automatically detected by utilizing perceptron artificial neural network model and those prominent intensities are corrected by applying a smoothing spatial filter. After correcting specular reflection regions, multiple seeds in the tooth candidates are selected to find the regional minima and MCWA(Marker-Controlled Watershed Algorithm) is applied to delineate the individual tooth region in a CCD tooth color image. Therefore, the accuracy in segmentation for separating tooth regions can be drastically improved with removing specular reflections due to the illumination effect.

A Study on the Flow Characteristics for the Plate Chamber in Type of Oily Parallel Plate Water Separator (평행판식 유수분리기에서 분리판실의 유동특성에 관한 연구)

  • Kim, J.H.;Han, W.H.
    • Journal of Power System Engineering
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    • v.5 no.1
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    • pp.64-72
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    • 2001
  • According to the regulation of IMO, oil discharge from ships is allowed under 15ppm only and an oil filtering equipment is essential. However, for large ships using heavy fuel oil of over S.G 0.98 and viscosity 380cSt and system oil, it has been in difficulty to process with existing filtering type of oily water separator. A parallel plate type oily water separator which is one of gravity type separators can be used as an assistant equipment for the oil filtering system to meet the present IMO standard of 15 ppm, because it is an efficient method in dealing with a large amount of rich oil with high specific gravity. This work is focused on the fundamental investigation of the performance of the plate type oily water separator by visualization method and PIV(Particle Image Velocimetry) measurement to acquire multi-point velocity data simultaneously. The experimental results showed that the space of the plates acts a significant role in separating process and it was found that an important point to minimize a vortex flow is to flow a large amount of fluid in space of the plates in order to promote the efficiency of separation.

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Development and Application of Image Analysis Program for Investigation of Pore Characteristics in Transverse Surface of Hardwoods

  • Kwon, Oh-Kyung;Lee, Phil-Woo
    • Journal of the Korean Wood Science and Technology
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    • v.26 no.2
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    • pp.29-37
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    • 1998
  • An image analysis program with the function of measuring various quantitative characteristics in the transverse surface of wood was developed using Delphi 2.0. Data on pore characteristics (conditions for image processing, proportion of pores in relationship to other elements, tangential diameter, area, tangential and radial diameter, x and y coordinates of pore center, and geometric coefficients) were saved in text file format. In addition, the pore area histogram in the tangential and radial directions was saved as a BMP (bitmap) type file. Analyses indicated that quantitative characteristics such as the relative radial distribution of pores in a growth ring, pore tangential area histogram, and proportion of pore in lumen area appear to be useful in separating four diffuse-porous woods and four ring-porous woods on the species level.

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Sharpness Enhancement of Tooth X-ray Images Through Elimination of Complicated Background (복잡한 배경 제거를 통한 치아 X-ray 영상의 선예도 개선)

  • Kun-Woo Na;Keun-Ho Rew
    • Journal of Information Technology Applications and Management
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    • v.30 no.1
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    • pp.11-19
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    • 2023
  • To remove unnecessary background from tooth X-ray images and enhance the sharpness of tooth and gum images, image processing techniques including contrast adjustment and histogram equalization are used. The introduction of two methods for detecting the boundary of the tooth and gum region and separating the tooth and gum from the background. In both cases, the background of the tooth X-ray images could be removed as a result, improving the quality of the images. The proposed method improves MTF (Modulation Transfer Function), an image performance indicator, as a result of measuring MTF. The original image's spatial frequency ranged from 4.73 to 11.40 lp/mm at the 10% response, whereas the proposed image's spatial frequency ranged from 10.90 to 11.85 lp/mm, giving uniformly enhanced results. In contrast, tooth and gums could not be completely separated from the background using Apple's Lift subject from background function.

Resolution improvement of a CMOS vision chip for edge detection by separating photo-sensing and edge detection circuits (수광 회로와 윤곽 검출 회로의 분리를 통한 윤곽 검출용 시각칩의 해상도 향상)

  • Kong, Jae-Sung;Suh, Sung-Ho;Kim, Sang-Heon;Shin, Jang-Kyoo;Lee, Min-Ho
    • Journal of Sensor Science and Technology
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    • v.15 no.2
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    • pp.112-119
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    • 2006
  • Resolution of an image sensor is very significant parameter to improve. It is hard to improve the resolution of the CMOS vision chip for edge detection based on a biological retina using a resistive network because the vision chip contains additional circuits such as a resistive network and some processing circuits comparing with general image sensors such as CMOS image sensor (CIS). In this paper, we proved the problem of low resolution by separating photo-sensing and signal processing circuits. This type of vision chips occurs a problem of low operation speed because the signal processing circuits should be commonly used in a row of the photo-sensors. The low speed problem of operation was proved by using a reset decoder. A vision chip for edge detection with $128{\times}128$ pixel array has been designed and fabricated by using $0.35{\mu}m$ 2-poly 4-metal CMOS technology. The fabricated chip was integrated with optical lens as a camera system and investigated with real image. By using this chip, we could achieved sufficient edge images for real application.

Face Relation Feature for Separating Overlapped Objects in a 2D Image (2차원영상에서 가려진 물체를 분리하기 위한 면관계 특징)

  • Piljae Song;Park, Hongjoo;Hyungtai Cha;Hernsoo Hahn
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.38 no.1
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    • pp.54-68
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    • 2001
  • This paper proposes a new algorithm that detects and separates the occluding and occluded objects in a 2D image. An input image is represented by the attributed graph where a node corresponds to a surface and an arc connecting two nodes describes the adjacency of the nodes in the image. Each end of arc is weighted by relation value which tells the number of edges connected to the surface represented by the node in the opposite side of the arc. In attributed graph, homogeneous nodes pertained to a same object always construct one of three special patterns which can be simply classified by comparison of relation values of the arcs. The experimental results have shown that the proposed algorithm efficiently separates the objects overlapped arbitrarily, and that this approach of separating objects before matching operation reduces the matching time significantly by simplifying the matching problem of overlapped objects as the one of individual single object.

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Studies of vision monitoring system using a background separation algorithm during radiotherapy (방사선 치료시 배경분리알고리즘을 이용한 비젼모니터링 시스템에 대한 연구)

  • Park, Kiyong;Choi, Jaehyun;Park, Jeawon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.2
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    • pp.359-366
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    • 2016
  • The normal tissue in radiation therapy, to minimize radiation, it is most important to maximize local tumor control rates in intensive research the exact dose to the tumor sites. Therefore, the initial, therapist accuracy of detecting movement of the patient fatigue therapist has been a problem that is weighted down directly. Also, by using a web camera, a difference value between the image to be updated to the reference image is calculated, if the result exceeds the reference value, using the system for determining the motion has occurred. However, this system, it is not possible to quantitatively analyze the movement of the patient, the background is changed when moving the treatment bed in the co-therapeutic device was not able to sift the patient. In this paper, using a alpah(${\alpha}$) filter index is an attempt to solve these limitations points, quantifies the movement of the patient, by separating a background image of the patient and treatment environment, and movement of the patient during treatment It senses only, it was possible to reduce the problems due to patient movement.