A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term

Cristina Darolti; Alfred Mertins; Ulrich G. Hofmann

doi:10.1007/978-3-540-74607-2_75

A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term

Cristina Darolti, Alfred Mertins, Ulrich G. Hofmann

Institut für Signalverarbeitung

Abstract

This paper presents a novel binary speed term for tracking objects with the help of active contours. The speed, which can be 0 or 1, is determined by local nonlinear filters, and not by the strength of the gradient as is common for active contours. The speed has been designed to match the nature of a recent fast level-set evolution algorithm. The resulting active contour method is used to track objects for which probability distributions of pixel intensities for the background and for the object cannot be reliably estimated.

Originalsprache	Englisch
Titel	Advanced Concepts for Intelligent Vision Systems
Redakteure/-innen	Jacques Blanc-Talon, Wilfried Philips, Dan Popescu, Paul Scheunders
Seitenumfang	12
Band	4678 LNCS
Erscheinungsort	Berlin, Heidelberg
Herausgeber (Verlag)	Springer Berlin Heidelberg
Erscheinungsdatum	01.08.2007
Seiten	828-839
ISBN (Print)	978-3-540-74606-5
ISBN (elektronisch)	978-3-540-74607-2
DOIs	https://doi.org/10.1007/978-3-540-74607-2_75
Publikationsstatus	Veröffentlicht - 01.08.2007
Veranstaltung	9th International Conference on Advanced Concepts for Intelligent Vision Systems - Delft, Niederlande Dauer: 28.08.2007 → 31.08.2007 Konferenznummer: 70959

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10.1007/978-3-540-74607-2_75

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Darolti, C., Mertins, A., & Hofmann, U. G. (2007). A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. in J. Blanc-Talon, W. Philips, D. Popescu, & P. Scheunders (Hrsg.), Advanced Concepts for Intelligent Vision Systems (Band 4678 LNCS, S. 828-839). ( Lecture Notes in Computer Science; Band 4678 LNCS). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-74607-2_75

Darolti, Cristina ; Mertins, Alfred ; Hofmann, Ulrich G. / A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. Advanced Concepts for Intelligent Vision Systems. Hrsg. / Jacques Blanc-Talon ; Wilfried Philips ; Dan Popescu ; Paul Scheunders. Band 4678 LNCS Berlin, Heidelberg : Springer Berlin Heidelberg, 2007. S. 828-839 ( Lecture Notes in Computer Science).

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title = "A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term",

abstract = "This paper presents a novel binary speed term for tracking objects with the help of active contours. The speed, which can be 0 or 1, is determined by local nonlinear filters, and not by the strength of the gradient as is common for active contours. The speed has been designed to match the nature of a recent fast level-set evolution algorithm. The resulting active contour method is used to track objects for which probability distributions of pixel intensities for the background and for the object cannot be reliably estimated.",

author = "Cristina Darolti and Alfred Mertins and Hofmann, {Ulrich G.}",

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editor = "Jacques Blanc-Talon and Wilfried Philips and Dan Popescu and Paul Scheunders",

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Darolti, C, Mertins, A & Hofmann, UG 2007, A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. in J Blanc-Talon, W Philips, D Popescu & P Scheunders (Hrsg.), Advanced Concepts for Intelligent Vision Systems. Bd. 4678 LNCS, Lecture Notes in Computer Science, Bd. 4678 LNCS, Springer Berlin Heidelberg, Berlin, Heidelberg, S. 828-839, 9th International Conference on Advanced Concepts for Intelligent Vision Systems, Delft, Niederlande, 28.08.07. https://doi.org/10.1007/978-3-540-74607-2_75

A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. / Darolti, Cristina; Mertins, Alfred; Hofmann, Ulrich G.
Advanced Concepts for Intelligent Vision Systems. Hrsg. / Jacques Blanc-Talon; Wilfried Philips; Dan Popescu; Paul Scheunders. Band 4678 LNCS Berlin, Heidelberg: Springer Berlin Heidelberg, 2007. S. 828-839 ( Lecture Notes in Computer Science; Band 4678 LNCS).

Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

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AU - Darolti, Cristina

AU - Mertins, Alfred

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N1 - Conference code: 70959

PY - 2007/8/1

Y1 - 2007/8/1

N2 - This paper presents a novel binary speed term for tracking objects with the help of active contours. The speed, which can be 0 or 1, is determined by local nonlinear filters, and not by the strength of the gradient as is common for active contours. The speed has been designed to match the nature of a recent fast level-set evolution algorithm. The resulting active contour method is used to track objects for which probability distributions of pixel intensities for the background and for the object cannot be reliably estimated.

AB - This paper presents a novel binary speed term for tracking objects with the help of active contours. The speed, which can be 0 or 1, is determined by local nonlinear filters, and not by the strength of the gradient as is common for active contours. The speed has been designed to match the nature of a recent fast level-set evolution algorithm. The resulting active contour method is used to track objects for which probability distributions of pixel intensities for the background and for the object cannot be reliably estimated.

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U2 - 10.1007/978-3-540-74607-2_75

DO - 10.1007/978-3-540-74607-2_75

M3 - Conference contribution

SN - 978-3-540-74606-5

VL - 4678 LNCS

T3 - Lecture Notes in Computer Science

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BT - Advanced Concepts for Intelligent Vision Systems

A2 - Blanc-Talon, Jacques

A2 - Philips, Wilfried

A2 - Popescu, Dan

A2 - Scheunders, Paul

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CY - Berlin, Heidelberg

T2 - 9th International Conference on Advanced Concepts for Intelligent Vision Systems

Y2 - 28 August 2007 through 31 August 2007

ER -

Darolti C, Mertins A, Hofmann UG. A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. in Blanc-Talon J, Philips W, Popescu D, Scheunders P, Hrsg., Advanced Concepts for Intelligent Vision Systems. Band 4678 LNCS. Berlin, Heidelberg: Springer Berlin Heidelberg. 2007. S. 828-839. ( Lecture Notes in Computer Science). doi: 10.1007/978-3-540-74607-2_75

A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term

Abstract

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