Determination of motion parameters and estimation of point correspondences in small nonrigid deformations

Chandra Kambhamettu; Dmitry B. Goldgof; Matthew He

doi:10.1109/cvpr.1994.323930

Determination of motion parameters and estimation of point correspondences in small nonrigid deformations

Chandra Kambhamettu
, Dmitry B. Goldgof
, Matthew He

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Recovery of motion parameters and point correspondences is a fundamental problem in computer vision. Although a great deal of research has been done in solving rigid motion, nonrigid motion analysis has only recently been addressed, and is gaining interest due to its wide range of applications. This paper introduces a novel method for estimating motion parameters and point correspondences between surfaces under small nonrigid deformations. It uses the changes in differential geometric properties of surface under motion, using the initial derivations from [1]. Simulations are performed by generating nonrigid motion on an ellipsoidal data to illustrate performance and accuracy of derived algorithms. Then, the algorithm is tested on the sequence of facial range images. The motion parameters generated by the algorithm has also been used to detect the abnormality in cardiac images.

Original language	English
Title of host publication	Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Publisher	Publ by IEEE
Pages	943-946
Number of pages	4
ISBN (Print)	0818658274, 9780818658273
DOIs	https://doi.org/10.1109/cvpr.1994.323930
State	Published - 1994
Externally published	Yes
Event	Proceedings of the 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Seattle, WA, USA Duration: Jun 21 1994 → Jun 23 1994

Publication series

Name	Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ISSN (Print)	1063-6919

Conference

Conference	Proceedings of the 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition
City	Seattle, WA, USA
Period	6/21/94 → 6/23/94

ASJC Scopus Subject Areas

Software
Computer Vision and Pattern Recognition

Access to Document

10.1109/cvpr.1994.323930

Cite this

Kambhamettu, C., Goldgof, D. B., & He, M. (1994). Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (pp. 943-946). (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition). Publ by IEEE. https://doi.org/10.1109/cvpr.1994.323930

Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. / Kambhamettu, Chandra; Goldgof, Dmitry B.; He, Matthew.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Publ by IEEE, 1994. p. 943-946 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kambhamettu, C, Goldgof, DB & He, M 1994, Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Publ by IEEE, pp. 943-946, Proceedings of the 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, 6/21/94. https://doi.org/10.1109/cvpr.1994.323930

Kambhamettu C, Goldgof DB, He M. Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Publ by IEEE. 1994. p. 943-946. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition). doi: 10.1109/cvpr.1994.323930

Kambhamettu, Chandra ; Goldgof, Dmitry B. ; He, Matthew. / Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Publ by IEEE, 1994. pp. 943-946 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

@inproceedings{693f0bf4541449d1b580247ad8488dbc,

title = "Determination of motion parameters and estimation of point correspondences in small nonrigid deformations",

abstract = "Recovery of motion parameters and point correspondences is a fundamental problem in computer vision. Although a great deal of research has been done in solving rigid motion, nonrigid motion analysis has only recently been addressed, and is gaining interest due to its wide range of applications. This paper introduces a novel method for estimating motion parameters and point correspondences between surfaces under small nonrigid deformations. It uses the changes in differential geometric properties of surface under motion, using the initial derivations from [1]. Simulations are performed by generating nonrigid motion on an ellipsoidal data to illustrate performance and accuracy of derived algorithms. Then, the algorithm is tested on the sequence of facial range images. The motion parameters generated by the algorithm has also been used to detect the abnormality in cardiac images.",

author = "Chandra Kambhamettu and Goldgof, \{Dmitry B.\} and Matthew He",

year = "1994",

doi = "10.1109/cvpr.1994.323930",

language = "English",

isbn = "0818658274",

series = "Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition",

publisher = "Publ by IEEE",

pages = "943--946",

booktitle = "Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition",

note = "Proceedings of the 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition ; Conference date: 21-06-1994 Through 23-06-1994",

}

TY - GEN

T1 - Determination of motion parameters and estimation of point correspondences in small nonrigid deformations

AU - Kambhamettu, Chandra

AU - Goldgof, Dmitry B.

AU - He, Matthew

PY - 1994

Y1 - 1994

N2 - Recovery of motion parameters and point correspondences is a fundamental problem in computer vision. Although a great deal of research has been done in solving rigid motion, nonrigid motion analysis has only recently been addressed, and is gaining interest due to its wide range of applications. This paper introduces a novel method for estimating motion parameters and point correspondences between surfaces under small nonrigid deformations. It uses the changes in differential geometric properties of surface under motion, using the initial derivations from [1]. Simulations are performed by generating nonrigid motion on an ellipsoidal data to illustrate performance and accuracy of derived algorithms. Then, the algorithm is tested on the sequence of facial range images. The motion parameters generated by the algorithm has also been used to detect the abnormality in cardiac images.

AB - Recovery of motion parameters and point correspondences is a fundamental problem in computer vision. Although a great deal of research has been done in solving rigid motion, nonrigid motion analysis has only recently been addressed, and is gaining interest due to its wide range of applications. This paper introduces a novel method for estimating motion parameters and point correspondences between surfaces under small nonrigid deformations. It uses the changes in differential geometric properties of surface under motion, using the initial derivations from [1]. Simulations are performed by generating nonrigid motion on an ellipsoidal data to illustrate performance and accuracy of derived algorithms. Then, the algorithm is tested on the sequence of facial range images. The motion parameters generated by the algorithm has also been used to detect the abnormality in cardiac images.

UR - https://www.scopus.com/pages/publications/0027961417

UR - https://www.scopus.com/pages/publications/0027961417#tab=citedBy

U2 - 10.1109/cvpr.1994.323930

DO - 10.1109/cvpr.1994.323930

M3 - Conference contribution

AN - SCOPUS:0027961417

SN - 0818658274

SN - 9780818658273

T3 - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

SP - 943

EP - 946

BT - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

PB - Publ by IEEE

T2 - Proceedings of the 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Y2 - 21 June 1994 through 23 June 1994

ER -

Determination of motion parameters and estimation of point correspondences in small nonrigid deformations

Abstract

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

Other files and links

Fingerprint

Cite this