Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI

Jean-Pascal Jacob; Corinne Vachier; Jean-Michel Morel; Jean-Luc Daire; Jean-Noel Hyacinthe; Jean-Paul Vallée

doi:10.1007/11864349_82

Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI

Jean-Pascal Jacob
, Corinne Vachier
, Jean-Michel Morel
, Jean-Luc Daire
, Jean-Noel Hyacinthe
, Jean-Paul Vallée

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

7 Citations (Scopus)

Abstract

This work takes is part of a medical research project which intends to induce and study cardiac hibernation in rats. The underlying goal is to understand the physiology of heart disease. We present here a novel method to compute the 2D-deformation field of the heart (rat or human) from tagged MRI. Previous work is not suitable for wide clinical use for different reasons, including important computing time and lack of robustness. We propose an original description of tags as local minima of 1D signals. This leads us to a new formulation of the tag tracking problem as an Extrema Temporal Chaining (ETC) and a 2D-rendering. 2D-displacements are then interpolated on a dense field. The developed method is fast and robust. Its performances are compared to those of HARP, a leading method in this field. © Springer-Verlag Berlin Heidelberg 2006.

Original language	English
Title of host publication	Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings
Publisher	Springer Verlag
Pages	897-908
Volume	4179 LNCS
ISBN (Print)	3540446303, 9783540446309
DOIs	https://doi.org/10.1007/11864349_82
Publication status	Published - 2006
Externally published	Yes
Event	8th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2006 - Antwerp, Belgium Duration: 18 Sept 2006 → 21 Sept 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4179 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	8th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2006
Place	Belgium
City	Antwerp
Period	18/09/06 → 21/09/06

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

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10.1007/11864349_82

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Jacob, J.-P., Vachier, C., Morel, J.-M., Daire, J.-L., Hyacinthe, J.-N., & Vallée, J.-P. (2006). Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI. In Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings (Vol. 4179 LNCS, pp. 897-908). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4179 LNCS). Springer Verlag. https://doi.org/10.1007/11864349_82

Jacob, Jean-Pascal ; Vachier, Corinne ; Morel, Jean-Michel et al. / Extrema temporal chaining : A new method for computing the 2D-displacement field of the heart from tagged MRI. Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings. Vol. 4179 LNCS Springer Verlag, 2006. pp. 897-908 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This work takes is part of a medical research project which intends to induce and study cardiac hibernation in rats. The underlying goal is to understand the physiology of heart disease. We present here a novel method to compute the 2D-deformation field of the heart (rat or human) from tagged MRI. Previous work is not suitable for wide clinical use for different reasons, including important computing time and lack of robustness. We propose an original description of tags as local minima of 1D signals. This leads us to a new formulation of the tag tracking problem as an Extrema Temporal Chaining (ETC) and a 2D-rendering. 2D-displacements are then interpolated on a dense field. The developed method is fast and robust. Its performances are compared to those of HARP, a leading method in this field. {\textcopyright} Springer-Verlag Berlin Heidelberg 2006.",

author = "Jean-Pascal Jacob and Corinne Vachier and Jean-Michel Morel and Jean-Luc Daire and Jean-Noel Hyacinthe and Jean-Paul Vall{\'e}e",

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Jacob, J-P, Vachier, C, Morel, J-M, Daire, J-L, Hyacinthe, J-N & Vallée, J-P 2006, Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI. in Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings. vol. 4179 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4179 LNCS, Springer Verlag, pp. 897-908, 8th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2006, Antwerp, Belgium, 18/09/06. https://doi.org/10.1007/11864349_82

Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI. / Jacob, Jean-Pascal; Vachier, Corinne; Morel, Jean-Michel et al.
Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings. Vol. 4179 LNCS Springer Verlag, 2006. p. 897-908 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4179 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Extrema temporal chaining

T2 - 8th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2006

AU - Jacob, Jean-Pascal

AU - Vachier, Corinne

AU - Morel, Jean-Michel

AU - Daire, Jean-Luc

AU - Hyacinthe, Jean-Noel

AU - Vallée, Jean-Paul

N1 - Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

PY - 2006

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N2 - This work takes is part of a medical research project which intends to induce and study cardiac hibernation in rats. The underlying goal is to understand the physiology of heart disease. We present here a novel method to compute the 2D-deformation field of the heart (rat or human) from tagged MRI. Previous work is not suitable for wide clinical use for different reasons, including important computing time and lack of robustness. We propose an original description of tags as local minima of 1D signals. This leads us to a new formulation of the tag tracking problem as an Extrema Temporal Chaining (ETC) and a 2D-rendering. 2D-displacements are then interpolated on a dense field. The developed method is fast and robust. Its performances are compared to those of HARP, a leading method in this field. © Springer-Verlag Berlin Heidelberg 2006.

AB - This work takes is part of a medical research project which intends to induce and study cardiac hibernation in rats. The underlying goal is to understand the physiology of heart disease. We present here a novel method to compute the 2D-deformation field of the heart (rat or human) from tagged MRI. Previous work is not suitable for wide clinical use for different reasons, including important computing time and lack of robustness. We propose an original description of tags as local minima of 1D signals. This leads us to a new formulation of the tag tracking problem as an Extrema Temporal Chaining (ETC) and a 2D-rendering. 2D-displacements are then interpolated on a dense field. The developed method is fast and robust. Its performances are compared to those of HARP, a leading method in this field. © Springer-Verlag Berlin Heidelberg 2006.

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U2 - 10.1007/11864349_82

DO - 10.1007/11864349_82

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 3540446303

SN - 9783540446309

VL - 4179 LNCS

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

SP - 897

EP - 908

BT - Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings

PB - Springer Verlag

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ER -

Jacob JP, Vachier C, Morel JM, Daire JL, Hyacinthe JN, Vallée JP. Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI. In Advanced Concepts for Intelligent Vision Systems - 8th International Conference, ACIVS 2006, Proceedings. Vol. 4179 LNCS. Springer Verlag. 2006. p. 897-908. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11864349_82

Extrema temporal chaining: A new method for computing the 2D-displacement field of the heart from tagged MRI

Abstract

Publication series

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Bibliographical note

UN SDGs

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