• Title/Summary/Keyword: Defect Segmentation

Search Result 35, Processing Time 0.016 seconds

A Simple Multispectral Imaging Algorithm for Detection of Defects on Red Delicious Apples

  • Lee, Hoyoung;Yang, Chun-Chieh;Kim, Moon S.;Lim, Jongguk;Cho, Byoung-Kwan;Lefcourt, Alan;Chao, Kuanglin;Everard, Colm D.
    • Journal of Biosystems Engineering
    • /
    • v.39 no.2
    • /
    • pp.142-149
    • /
    • 2014
  • Purpose: A multispectral algorithm for detection and differentiation of defective (defects on apple skin) and normal Red Delicious apples was developed from analysis of a series of hyperspectral line-scan images. Methods: A fast line-scan hyperspectral imaging system mounted on a conventional apple sorting machine was used to capture hyperspectral images of apples moving approximately 4 apples per second on a conveyor belt. The detection algorithm included an apple segmentation method and a threshold function, and was developed using three wavebands at 676 nm, 714 nm and 779 nm. The algorithm was executed on line-by-line image analysis, simulating online real-time line-scan imaging inspection during fruit processing. Results: The rapid multispectral algorithm detected over 95% of defective apples and 91% of normal apples investigated. Conclusions: The multispectral defect detection algorithm can potentially be used in commercial apple processing lines.

Development of An Inspection Method for Defect Detection on the Surface of Automotive Parts (자동차 부품 형상 결함 탐지를 위한 측정 방법 개발)

  • Park, Hong-Seok;Tuladhar, Upendra Mani;Shin, Seung-Cheol
    • Journal of the Korean Society of Manufacturing Technology Engineers
    • /
    • v.22 no.3
    • /
    • pp.452-458
    • /
    • 2013
  • Over the past several years, many studies have been carried out in the field of 3D data inspection systems. Several attempts have been made to improve the quality of manufactured parts. The introduction of laser sensors for inspection has made it possible to acquire data at a remarkably high speed. In this paper, a robust inspection technique for detecting defects in 3D pressed parts using laser-scanned data is proposed. Point cloud data are segmented for the extraction of features. These segmented features are used for shape matching during the localization process. An iterative closest point (ICP) algorithm is used for the localization of the scanned model and CAD model. To achieve a higher accuracy rate, the ICP algorithm is modified and then used for matching. To enhance the speed of the matching process, aKd-tree algorithm is used. Then, the deviation of the scanned points from the CAD model is computed.

Recognition of Disease in Medical Image (의료영상의 질환인식)

  • 신승수;이상복;조용환
    • The Journal of the Korea Contents Association
    • /
    • v.1 no.1
    • /
    • pp.8-14
    • /
    • 2001
  • In this paper, we suggests a algorithms of recognizing the disease region by extracting particular organ from medical image. This method can extract liver region in spite of input image including many organs and charged format by using multi-threshold of feed-back-structure for segmentation liver region, and suggest the recognition of disease region in extracted liver, using multi-neural network structured by RBF and BP, overcoming the defect of single-neural network. The algorithm in this paper is proficient in adaptation for a multi form change of input medical image. This algorithm can be used at tole-medicine through automatic recognition after recognizing of the disease region by real-tire medical Image.

  • PDF

Mandible Reconstruction with 3D Virtual Planning

  • Woo, Taeyong;Kraeima, Joep;Kim, Yong Oock;Kim, Young Seok;Roh, Tai Suk;Lew, Dae Hyun;Yun, In Sik
    • Journal of International Society for Simulation Surgery
    • /
    • v.2 no.2
    • /
    • pp.90-93
    • /
    • 2015
  • The fibula free flap has now become the most reliable and frequently used option for mandible reconstruction. Recently, three dimensional images and printing technologies are applied to mandibular reconstruction. We introduce our recent experience of mandibular reconstruction using three dimensionally planned fibula free flap in a patient with gunshot injury. The defect was virtually reconstructed with three-dimensional image. Because bone fragments are dislocated from original position, relocation was necessary. Fragments are virtually relocated to original position using mirror image of unaffected right side of the mandible. A medical rapid prototyping (MRP) model and cutting guide was made with 3D printer. Titanium reconstruction plate was adapted to the MRP model manually. 7 cm-sized fibula bone flap was designed on left lower leg. After dissection, proximal and distal margin of fibula flap was osteotomized by using three dimensional cutting guide. Segmentation was also done as planned. The fibula bone flap was attached to the inner side of the prebent reconstruction plate and fixed with screws. Postoperative evaluation was done by comparison between preoperative planning and surgical outcome. Although dislocated condyle is still not in ideal position, we can see that reconstruction was done as planned.

Development of Onesegment Receiver for Car using Cooperative Reception Diversity based on Integrated Services Digital Broad-casting Terrestrial (ISDB-T기반의 협력수신 다이버시티를 이용한 차량용 원세그 수신기 개발)

  • Yoon, Dal-Hwan;Cho, Myun-Gyun;Lin, Chi-Ho
    • Journal of the Institute of Electronics Engineers of Korea SD
    • /
    • v.48 no.12
    • /
    • pp.66-72
    • /
    • 2011
  • In Japan, the specification for digital terrestrial television broadcasting systems has been approved for employing a transmission scheme for ISDB-T, which can accommodate HDTV service and portable mobile reception by adapting segmentation of frequency. In this paper, we have developed 3.5 inch mobile TV according to One-Seg system and presented the results of our development. In addition, we introduce two diversity schemes to compensate the defect that signal is interrupted when the portable TV is moving fast. In order to achieve a reliable communication in One-Seg system, we introduce STD(space time diversity) which uses more than 2 antennas at TX and cooperative reception diversity which utilizes signal-exchanging between different mobile terminals. And, its performance enhancements to reception reliability of previous system are evaluated by computer simulations.