• Title/Summary/Keyword: image-processing

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Image Processing for Recognition of Cow Teats and Selection of a NIR Filter for Robot Milking System (로봇 착유시스템을 위한 NIR 필터 선정 및 유두인식 영상처리)

  • Kim W.;Lee D. W.
    • Journal of Biosystems Engineering
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    • v.30 no.5 s.112
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    • pp.299-305
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    • 2005
  • This study was developed image processing algorithm for recognition of few teats of a cow in the image using black and white camera attached with infrared filter. Spectroscopic analysis was used for selection of a NIR filter to separate teats from udder skin in the image captured. To verify the performance of image processing algorithm was developed and NIR filter was selected, carried out an experiment with cows. NIR band-pass filter was used to pass the 975nm band of light spectrum. The image processing algorithm was developed could recognize all teats and the process time was 0.9 second to recognize the all teats and to acquire end position of teats.

Development of Satellite Image Processing Software on Mainframe Computer (Mainframe 컴퓨터를 활용한 위성영상 처리 소프트웨어 개발)

  • 양영규;조성익;배영래
    • Korean Journal of Remote Sensing
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    • v.5 no.1
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    • pp.29-39
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    • 1989
  • A study to develop generalized and systematically designed satellite image processing software system on mainframe computer was successfully carried out. Commercially available softwares such as LARSYS were analyzed and modified, and well known satellite data processing algorithms were implemented into comprehensive software. New algorithms were also presented and developed. The contents of developed softwere system may be divided into 8 major sections: menu and user interface, data file management, preprocessing, enhancement in monochrome image, multi-dimension image analysis, scene classification, image display/hardcopy, image handle utility software. Some additional software such as GIS and DBMS will make this software more comprehensive and generalized one for the satellite data processing.

Development of Very Large Image Data Service System with Web Image Processing Technology (웹 환경에서의 원격탐사기법을 이용한 대용량 영상자료 서비스 시스템개발)

  • 이상익;신상희;최윤수;고준환
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2004.04a
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    • pp.215-220
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    • 2004
  • Satellite and aerial images are very useful means to monitor ecological and environmental situation. Nowadays more and more officials at Ministry of Environment in Korea need to access and use these image data through networks like internet or intranet. However it is very hard to manage and service these image data through internet or intranet, because of its size problem. In this paper very large image data service system for Ministry of Environment is constructed on web environment using image compression and web based image processing technology. Through this system, not only can officials in Ministry of Environment access and use all the image data but also can achieve several image processing effects on web environment. Moreover officials can retrieve attribute information from vector GIS data that are also integrated with the system.

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PPD: A Robust Low-computation Local Descriptor for Mobile Image Retrieval

  • Liu, Congxin;Yang, Jie;Feng, Deying
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.4 no.3
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    • pp.305-323
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    • 2010
  • This paper proposes an efficient and yet powerful local descriptor called phase-space partition based descriptor (PPD). This descriptor is designed for the mobile image matching and retrieval. PPD, which is inspired from SIFT, also encodes the salient aspects of the image gradient in the neighborhood around an interest point. However, without employing SIFT's smoothed gradient orientation histogram, we apply the region based gradient statistics in phase space to the construction of a feature representation, which allows to reduce much computation requirements. The feature matching experiments demonstrate that PPD achieves favorable performance close to that of SIFT and faster building and matching. We also present results showing that the use of PPD descriptors in a mobile image retrieval application results in a comparable performance to SIFT.

A study on Color Management Application in Digital Image (디지털 이미지의 컬러 매니지먼트 적용에 관한 연구)

  • Cho, Young-Kwon;Koo, Chul-Whoi;Cho, Ga-Ram
    • Journal of the Korean Graphic Arts Communication Society
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    • v.22 no.2
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    • pp.163-178
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    • 2004
  • In this study, the CIE RGB color space which was one of the most popular device-dependent application program in digital image processing was adopted to make the profile with the device information. The profile was applied to the digital image of a JPEG file format. The result was compared with the color reproduction of another digital image of a JPEG file format, which was made in the e-sRGB color space that had the color spaces allocated to each reproduced color of an image and device-independent colors. In this way it was investigated which color space was more appropriate for digital image processing for web printing and if the e-sRGB color space was good as a color management tool that didn't depend on a device in processing a digital image for web printing.

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Development of multi-object image processing algorithm in a image plane (한 이미지 평면에 있는 다물체 화상처리 기법 개발)

  • 장완식;윤현권;김재확
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.555-555
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    • 2000
  • This study is concentrated on the development of hight speed multi-object image processing algorithm, and based on these a1gorithm, vision control scheme is developed for the robot's position control in real time. Recently, the use of vision system is rapidly increasing in robot's position centre. To apply vision system in robot's position control, it is necessary to transform the physical coordinate of object into the image information acquired by CCD camera, which is called image processing. Thus, to control the robot's point position in real time, we have to know the center point of object in image plane. Particularly, in case of rigid body, the center points of multi-object must be calculated in a image plane at the same time. To solve these problems, the algorithm of multi-object for rigid body control is developed.

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The Measurement of the Crack in CCT Specimen Using the Image Processing Techniques (영상처리기법을 이용한 CCT 시편 균열의 자동관측법에 관한 연구)

  • Lee, Hyun-Woo;Mun, Gi-Tae;Oh, Se-Jong;Jeong, Byung-Woo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.21 no.3
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    • pp.528-533
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    • 1997
  • In the analysis of fatigue crack propagation behavior, the crack length is one of the most important factors. In the test of crack propagation, compliance method is widely used to detect crack length. The measurement of surface crack length is not so easy with compliance method. In this study, the image processing technique was applied to measure the surface crack length. CCD(Charge-coupled device) camera was used to observe the crack image and the computer program to detect crack length from stored crack image was developed. CCT(Center Cracked Tension) specimen was used to compare the compliance method with the image processing technique. The crack length which detected by the image processing techniques was found to be well consistent with that from the optical measurement.

A Study on the Processing Method for Improving Accuracy of Deep Learning Image Segmentation (딥러닝 영상 분할의 정확도 향상을 위한 처리방법 연구)

  • Choi, Donggyu;Kim, Minyoung;Jang, Jongwook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.169-171
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    • 2021
  • Image processing through cameras such as self-driving, CCTV, mobile phone security, and parking facilities is being used to solve many real-life problems. Simple classification is solved through image processing, but it is difficult to find images or in-image features of complexly mixed objects. To solve this feature point, we utilize deep learning techniques in classification, detection, and segmentation of image data so that we can think and judge closely. Of course, the results are better than just image processing, but we confirm that the results judged by the method of image segmentation using deep learning have deviations from the real object. In this paper, we study how to perform accuracy improvement through simple image processing just before outputting the output of deep learning image segmentation to increase the precision of image segmentation.

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Survey of System Architectures of Meteorological Satellite Image Processing System for Building NMSC Image Processing Systems (국가기상위성센터 영상처리 시스템 구축을 위한 국내외 기상위성 영상처리 시스템 아키텍처 분석)

  • Kuk, Seung-Hak;Seo, Yong-Jin;Kim, Hyeon-Soo;SaKong, Young-Bo;Lee, Bong-Ju;Jang, Jae-Dong;Oh, Hyun-Jong
    • Korean Journal of Remote Sensing
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    • v.28 no.1
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    • pp.101-116
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    • 2012
  • In this paper, we have surveyed the existing architectures of the image processing systems for several meteorological satellites and identified issues which are taken into consideration to construct the advanced meteorological satellite image processing system that is being developed by NMSC(National Meteorological Satellite Center). Most of the existing systems provide the functionalities of the image acquisition, the image processing, the data management, and the data dissemination. Those systems have some common problems with respect to system integration and system maintenance. To solve these problems, NOAA, NWS and ESA suggest new system architectures to improve the existing systems. This paper introduces domestic and foreign approaches to build the satellite image processing systems and studies some issues and strategies for developing those systems.

The Design and Implementation of a Remotely-Sensed Image Processing System using Internet (인터넷 상에서의 원격탐사 영상처리 시스템의 설계와 구현)

  • 윤희상;김성환;신동석;이흥규
    • Korean Journal of Remote Sensing
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    • v.13 no.1
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    • pp.31-46
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    • 1997
  • In recent years, as remotly-sensed image processing technologies have been improved and spread widely in the application areas, many new requirements for the image processing technologies have arisen. However, it is difficult and costly to access remotely-sensed image processing systems. Moreover, these systems have thier own processing facilities which are not easily accessible for general users. In this paper, those problems are challenged by adopting Internet as a universal information network for accessing remotly-sensed image DBMS and by allowing users to work remotely on the image processing. A remotly-sensed image processing system which can be accessed via Internet was designed and implemented. This system can be used to manipulate images over remote DBMS. The Illustra object-oriented relational DBMS with CGI(Common Gateway Interface) web interface was used in this project. The client consists of a WWW(World Wide Web) Netscap$e^{TM}$ browser, and the server consists of HTTPD(Web daemon), Illustra DBMS and Java modules in order to process the image being displayed. The developed system was tested on LAN environment and the service response time met the requirements.