g-HDAF multiresolution deformable models

Ioannis A. Kakadiaris; Emmanuel Papadakis; Lixin Shen; Donald Kouri; David Hoffman

doi:10.1007/3-540-36138-3_2

g-HDAF multiresolution deformable models

Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald Kouri, David Hoffman

Research output: Chapter in Book/Entry/Poem › Conference contribution

Abstract

In this paper, we construct a new class of deformable models using a new family of biorthogonal wavelets, named generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimize their smoothness for a given number of vanishing moments. In addition, we embed these multiresolution deformable models to the physics-based deformable model framework and use them for fitting 3D range data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

Original language	English (US)
Title of host publication	Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings
Editors	Francisco Jose Perales, Edwin R. Hancock
Publisher	Springer Verlag
Pages	21-31
Number of pages	11
ISBN (Print)	9783540001492
DOIs	https://doi.org/10.1007/3-540-36138-3_2
State	Published - 2002
Externally published	Yes
Event	2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002 - Palma de Mallorca, Spain Duration: Nov 21 2002 → Nov 23 2002

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2492
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002
Country/Territory	Spain
City	Palma de Mallorca
Period	11/21/02 → 11/23/02

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/3-540-36138-3_2

Cite this

Kakadiaris, I. A., Papadakis, E., Shen, L., Kouri, D., & Hoffman, D. (2002). g-HDAF multiresolution deformable models. In F. J. Perales, & E. R. Hancock (Eds.), Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings (pp. 21-31). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2492). Springer Verlag. https://doi.org/10.1007/3-540-36138-3_2

g-HDAF multiresolution deformable models. / Kakadiaris, Ioannis A.; Papadakis, Emmanuel; Shen, Lixin et al.
Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. ed. / Francisco Jose Perales; Edwin R. Hancock. Springer Verlag, 2002. p. 21-31 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2492).

Research output: Chapter in Book/Entry/Poem › Conference contribution

Kakadiaris, IA, Papadakis, E, Shen, L, Kouri, D & Hoffman, D 2002, g-HDAF multiresolution deformable models. in FJ Perales & ER Hancock (eds), Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2492, Springer Verlag, pp. 21-31, 2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002, Palma de Mallorca, Spain, 11/21/02. https://doi.org/10.1007/3-540-36138-3_2

Kakadiaris IA, Papadakis E, Shen L, Kouri D, Hoffman D. g-HDAF multiresolution deformable models. In Perales FJ, Hancock ER, editors, Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. Springer Verlag. 2002. p. 21-31. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-36138-3_2

Kakadiaris, Ioannis A. ; Papadakis, Emmanuel ; Shen, Lixin et al. / g-HDAF multiresolution deformable models. Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. editor / Francisco Jose Perales ; Edwin R. Hancock. Springer Verlag, 2002. pp. 21-31 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{5d99ba5cb02644d2aa9b0e83c6086a7b,

title = "g-HDAF multiresolution deformable models",

abstract = "In this paper, we construct a new class of deformable models using a new family of biorthogonal wavelets, named generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimize their smoothness for a given number of vanishing moments. In addition, we embed these multiresolution deformable models to the physics-based deformable model framework and use them for fitting 3D range data. We have performed a number of experiments with both synthetic and real data with very encouraging results.",

author = "Kakadiaris, {Ioannis A.} and Emmanuel Papadakis and Lixin Shen and Donald Kouri and David Hoffman",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2002.; 2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002 ; Conference date: 21-11-2002 Through 23-11-2002",

year = "2002",

doi = "10.1007/3-540-36138-3_2",

language = "English (US)",

isbn = "9783540001492",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "21--31",

editor = "Perales, {Francisco Jose} and Hancock, {Edwin R.}",

booktitle = "Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings",

}

TY - GEN

T1 - g-HDAF multiresolution deformable models

AU - Kakadiaris, Ioannis A.

AU - Papadakis, Emmanuel

AU - Shen, Lixin

AU - Kouri, Donald

AU - Hoffman, David

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2002.

PY - 2002

Y1 - 2002

N2 - In this paper, we construct a new class of deformable models using a new family of biorthogonal wavelets, named generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimize their smoothness for a given number of vanishing moments. In addition, we embed these multiresolution deformable models to the physics-based deformable model framework and use them for fitting 3D range data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

AB - In this paper, we construct a new class of deformable models using a new family of biorthogonal wavelets, named generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimize their smoothness for a given number of vanishing moments. In addition, we embed these multiresolution deformable models to the physics-based deformable model framework and use them for fitting 3D range data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

UR - http://www.scopus.com/inward/record.url?scp=84974678245&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84974678245&partnerID=8YFLogxK

U2 - 10.1007/3-540-36138-3_2

DO - 10.1007/3-540-36138-3_2

M3 - Conference contribution

AN - SCOPUS:84974678245

SN - 9783540001492

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 21

EP - 31

BT - Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings

A2 - Perales, Francisco Jose

A2 - Hancock, Edwin R.

PB - Springer Verlag

T2 - 2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002

Y2 - 21 November 2002 through 23 November 2002

ER -

g-HDAF multiresolution deformable models

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this