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| Titre : | Biomedical Image Segmentation : Advances and Trends |
| Auteurs : | Ayman El-Baz, Auteur ; Xiaoyi Jiang, Auteur ; Jasjit S. Suri, Auteur |
| Type de document : | texte imprimé |
| Mention d'édition : | 1st Edition |
| Editeur : | Boca Raton (Florida) [U.S.A.] : CRC press, 2019 |
| ISBN/ISSN/EAN : | 978-0-367-87086-7 |
| Format : | 548 p / couv. ill. en coul. / 24 Cm. |
| Langues: | Anglais |
| Langues originales: | Anglais |
| Index. décimale : | 616.075 4 (Diagnostic par les méthodes physiques (ouvrages généraux sur le diagnostic par imagerie, thermographie)) |
| Catégories : | |
| Mots-clés: | Biomedical Image ; Segmentation Image biomédicale |
| Résumé : | As one of the most important tasks in biomedical imaging, image segmentation provides the foundation for quantitative reasoning and diagnostic techniques. A large variety of different imaging techniques, each with its own physical principle and characteristics (e.g., noise modeling), often requires modality-specific algorithmic treatment. In recent years, substantial progress has been made to biomedical image segmentation. Biomedical image segmentation is characterized by several specific factors. This book presents an overview of the advanced segmentation algorithms and their applications. |
| Note de contenu : |
Sommaire:
Chapitre 1: Brief Surveys of Segmentation Algorithm Classes. Chapitre 2: Level Set Segmentation: A Survey. Chapitre 3: Dynamic Programming Based Medical Image Segmentation. Chapitre 4: Optimal Graph-Based Surface Segmentation and Applications. Chapitre 5: Medical Image Segmentation Incorporating Physical Noise Models. Chapitre 6: Atlas-Based Medical Image Segmentation. Chapitre 7: Retinal Image Segmentation. Chapitre 8: Spine Segmentation. Chapitre 9: Arterial Wall Segmentation. Chapitre 10: Segmentation of the Left Ventricle. Chapitre 11: Multi-Atlas-Based Simultaneous Labeling of Longitudinal Dynamic Cortical Surfaces in Infants. Chapitre 12: Rotational Slice-Based Prostate Segmentation. Chapitre 13: Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells. Chapitre 14: Deformable Atlas for Multi-Structure Segmentation. Chapitre 15: A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. Chapitre 16: Incorporating Shape Variability in Image Segmentation via Implicit Template Deformation. Chapitre 17: Cell Orientation Entrophy (COrE): Predicting Biochemical Recurrence from Prostate Cancer Tissue Microarrays. Chapitre 18: Left Ventricle Segmentation from Cardiac MRI Combining Level Set Methods with Deep Belief Networks. Chapitre 19: Infrared Target Tracking, Recognition, an Segmentation Using Shape-Award Level Set. |
Exemplaires (1)
| Cote | Support | Localisation | Section | Disponibilité |
|---|---|---|---|---|
| F8/12510 | Livre | Bibliothèque de la Faculté de Technologie | Salle des livres | Disponible |
