1. Optimization of virtual sources distribution in 3D echography
- Author
-
Marc Robini, Goulven Le Moign, Nicolas Quaegebeur, Olivier Basset, Herve Liebgott, Patrice Masson, Imagerie Ultrasonore, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM), Unité de Mécanique (UME), École Nationale Supérieure de Techniques Avancées (ENSTA Paris), Département de génie mécanique [Sherbrooke] (UdeS), Université de Sherbrooke (UdeS), and Imagerie et modélisation Vasculaires, Thoraciques et Cérébrales (MOTIVATE)
- Subjects
Computer science ,Emphasis (telecommunications) ,Contrast (statistics) ,02 engineering and technology ,Lateral resolution ,Resolution (logic) ,01 natural sciences ,[SPI]Engineering Sciences [physics] ,Distribution (mathematics) ,0103 physical sciences ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,010301 acoustics ,Image resolution ,Algorithm ,Spiral ,ComputingMilieux_MISCELLANEOUS - Abstract
Coherent compounding may be applied with diverging waves on 2D ultrasound probes to overcome the problem of small aperture probe and meet the requirement for high frame rate 3D imaging, as in transthoracic echography for example. Deterministic distributions of the virtual sources are often used in practice. The compromise between contrast and resolution has to be managed according to the application, and this will affect the distribution of the virtual sources. This study proposes to use a multi-objective optimization genetic algorithm to allow some freedom in the management of this compromise. The solutions obtained are compared to the case of a regular and a spiral distribution of sources. The results show that virtual sources distribution can produce images with the emphasis on either contrast or lateral resolution, and validate observations already reported in the literature.
- Published
- 2019
- Full Text
- View/download PDF