Fast segmentation of range imagery into planar regions

  title={Fast segmentation of range imagery into planar regions},
  author={Russell W. Taylor and Massimo Savini and Anthony P. Reeves},
  journal={Computer Vision, Graphics, and Image Processing},
A technique is presented for rapidly dividing surfaces in range imagery into regions satisfying a common homogeneity criterion. The result is a segmentation of the range information into approximately planar surface regions, Key features that enhance the algorithm’s speed include the development of appropriate region descriptors and the use of fast region comparison techniques for segmentation decisions. The algorithm is a split-and-merge segmentation approach. where the homogeneity criteria is… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 20 references

The representation, recognition, and positioning of 3-D shapes from range data, in Threee-Dimensional Machine Vision (T

D. Faugeras, M. Hebert
View 4 Excerpts
Highly Influenced

Segmentation of range images into planar surfaces by split ‘and merge

B. Parvin, G. Medioni
IEEE Computer Societv Conference on Computer Vision and Pattern Recognitiot7, June L’ • 1986
View 4 Excerpts
Highly Influenced

Edge and region analysis for digital image data, Comput

R. M. Haralick
Graphics Image Process • 1980
View 8 Excerpts
Highly Influenced

Picture segmentation by a direct split and merge procedure !n Proceedings, 2nd IJCPR

S. L. Horowitz, T. Pavlidis
View 4 Excerpts
Highly Influenced

Determination of the identity, position and orientation of the topmost object in a pile

Computer Vision, Graphics, and Image Processing • 1986
View 3 Excerpts
Highly Influenced

Object Recognition Using Three-Dimensional Information

IEEE Transactions on Pattern Analysis and Machine Intelligence • 1981
View 3 Excerpts
Highly Influenced

Evidence Integration for 30 Object Recognition: A Connectionist Framework

R. M. Bolle, F.C.M. Kjeldsen, A. Califano
IBM Technical Report RC • 1988

3-D object representation from range data using intrinsic surface properties, in Three-Dimensional Machine Vision (T

B. C. Vemuri, A. Mitiche, J. K. Aggarwal

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