M-HDAF multiresolution deformable models

L. A. Kakadiaris; M. Papadakis; L. Shen; D. Knurri; D. Hoffman

doi:10.1109/ICDSP.2002.1028138

M-HDAF multiresolution deformable models

L. A. Kakadiaris, M. Papadakis, L. Shen, D. Knurri, D. Hoffman

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

5 Scopus citations

Abstract

In this paper, we construct a new class of deformable models using new orthogonal wavelets, named Modified Hermite Distributed Approximating Functional (m-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimi ze 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 2D and 3D 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	2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002
Editors	A.N. Skodras, A.G. Constantinides
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	505-508
Number of pages	4
ISBN (Electronic)	0780375033
DOIs	https://doi.org/10.1109/ICDSP.2002.1028138
State	Published - 2002
Externally published	Yes
Event	14th International Conference on Digital Signal Processing, DSP 2002 - Santorini, Hellas, Greece Duration: Jul 1 2002 → Jul 3 2002

Publication series

Name	International Conference on Digital Signal Processing, DSP
Volume	2

Other

Other	14th International Conference on Digital Signal Processing, DSP 2002
Country/Territory	Greece
City	Santorini, Hellas
Period	7/1/02 → 7/3/02

ASJC Scopus subject areas

Signal Processing

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10.1109/ICDSP.2002.1028138

Cite this

Kakadiaris, L. A., Papadakis, M., Shen, L., Knurri, D., & Hoffman, D. (2002). M-HDAF multiresolution deformable models. In A. N. Skodras, & A. G. Constantinides (Eds.), 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002 (pp. 505-508). Article 1028138 (International Conference on Digital Signal Processing, DSP; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDSP.2002.1028138

M-HDAF multiresolution deformable models. / Kakadiaris, L. A.; Papadakis, M.; Shen, L. et al.
2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002. ed. / A.N. Skodras; A.G. Constantinides. Institute of Electrical and Electronics Engineers Inc., 2002. p. 505-508 1028138 (International Conference on Digital Signal Processing, DSP; Vol. 2).

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

Kakadiaris, LA, Papadakis, M, Shen, L, Knurri, D & Hoffman, D 2002, M-HDAF multiresolution deformable models. in AN Skodras & AG Constantinides (eds), 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002., 1028138, International Conference on Digital Signal Processing, DSP, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 505-508, 14th International Conference on Digital Signal Processing, DSP 2002, Santorini, Hellas, Greece, 7/1/02. https://doi.org/10.1109/ICDSP.2002.1028138

Kakadiaris LA, Papadakis M, Shen L, Knurri D, Hoffman D. M-HDAF multiresolution deformable models. In Skodras AN, Constantinides AG, editors, 2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002. Institute of Electrical and Electronics Engineers Inc. 2002. p. 505-508. 1028138. (International Conference on Digital Signal Processing, DSP). doi: 10.1109/ICDSP.2002.1028138

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AB - In this paper, we construct a new class of deformable models using new orthogonal wavelets, named Modified Hermite Distributed Approximating Functional (m-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimi ze 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 2D and 3D data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

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M-HDAF multiresolution deformable models

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