Motion-based Segmentation of Image Sequences using Orientation Tensors

G. Farnebäck
Proceedings of the SSAB Symposium on Image Analysis
Pages 31-35
March, 1997

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Abstract

This paper addresses the problem of motion-based segmentation of image sequences. One motion estimation algorithm and two segmentation algorithms are presented. The motion estimation is based on 3D orientation tensors and the algorithm can be used to estimate a large class of motion models, including the affine model that is used in the segmentation. The segmentation algorithms are based on a competitive region growing approach.

Reference

Farnebäck G. Motion-based segmentation of image sequences using orientation tensors. In Proceedings of the SSAB Symposium on Image Analysis. Stockholm: SSAB, 1997;31-35.

Bibtex entry

@INPROCEEDINGS{farnebackSSAB97,
  AUTHOR         = {G. Farneb{\"a}ck},                                         
  ADDRESS        = {Stockholm},                                                
  BOOKTITLE      = {Proceedings of the SSAB Symposium onImage Analysis},       
  MONTH          = {March},                                                    
  ORGANIZATION   = {SSAB},                                                     
  TITLE          = {Motion-based Segmentation of Image Sequences  using        
                   Orientation Tensors},                                       
  YEAR           = {1997},                                                     
  PAGES          = {31--35}
}