A contour tracing and coding algorithm for generating 2D contour codes from 3D classified objects

被引:14
|
作者
Wagenknecht, G. [1 ]
机构
[1] Res Ctr Juelich, Cent Inst Elect, D-52425 Julich, NRW, Germany
关键词
image classification; contour tracing; contour coding; chain code; crack code; ONE-PASS ALGORITHM; CHAIN CODE; QUADTREE;
D O I
10.1016/j.patcog.2006.09.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In 3D image data sets generated by voxel-based classification, each voxel is marked with a specific class label. Voxels of the same class label can form 3D objects of extremely complex shape. Interactively drawn regions are usually represented by their 2D region borders. In order to combine automatically classified with interactively drawn regions, a contour tracing and coding algorithm for generating optimized 2D contours from 3D classified objects is presented. A special conversion algorithm allows a chain or a crack code representation. An application to medical images shows the method's necessity and usefulness in dealing with highly complex regions. (c) 2006 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1294 / 1306
页数:13
相关论文
共 50 条
  • [1] A Modified 2D Chain Code Algorithm for Object Segmentation and Contour Tracing
    Shahab, Walid
    Al-Otum, Hazem
    Al-Ghoul, Farouq
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2009, 6 (03) : 250 - 257
  • [2] Perceiving a 3D rectangular corner from a 2D contour-drawing
    Dvoeglazova, Maria
    Sawada, Tadamasa
    PERCEPTION, 2021, 50 (1_SUPPL) : 231 - 232
  • [3] 3D Contour Shaping of Buried Objects in Soil
    Siebauer, Christian
    Garbe, Heyno
    ADVANCES IN RADIO SCIENCE, 2021, 19 : 173 - 178
  • [4] Vision-based grasp planning of 3D objects by extending 2D contour based algorithms
    Speth, Johannes
    Morales, Antonio
    Sanz, Pedro J.
    2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, : 2240 - +
  • [5] Indexing to 3D model aspects using 2D contour features
    Chen, JL
    Stockman, GC
    1996 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1996, : 913 - 920
  • [6] Geometric Neural Computing for 2D Contour and 3D Surface Reconstruction
    Rivera-Rovelo, Jorge
    Bayro-Corrochano, Eduardo
    Dillmann, Ruediger
    GEOMETRIC ALGEBRA COMPUTING: IN ENGINEERING AND COMPUTER SCIENCE, 2010, : 191 - +
  • [7] Fast reconstruction of 3D terrain model from contour lines on 2D maps
    Shin, BS
    Jung, HS
    SYSTEMS MODELING AND SIMULATION: THEORY AND APPLICATIONS, 2005, 3398 : 230 - 239
  • [8] 3D reconstruction of microminiature objects based on contour line
    School of Remote Sensing and Information Engineering, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    不详
    Proc SPIE Int Soc Opt Eng, 1600,
  • [9] Partial 3D component retrieval from 2D image slices using contour structure
    Belkasim, Saeid
    Li, Yong
    Chen, Xiujuan
    ICIS '06: INTERNATIONAL CONGRESS OF IMAGING SCIENCE, FINAL PROGRAM AND PROCEEDINGS: LINKING THE EXPLOSION OF IMAGING APPLICATIONS WITH THE SCIENCE AND TECHNOLOGY OF IMAGING, 2006, : 325 - +
  • [10] An algorithm for converting the contour of a 2D workpiece into a rectilinear polygon
    Wu, MC
    Wang, JT
    COMPUTERS IN INDUSTRY, 1996, 29 (03) : 197 - 208