Name: Less-Supervised Segmentation With Cnns: Scenarios, Models and Optimization (en Inglés)
Price: 128.31 USD
Availability: InStock
Author: Dolz Jose,Ben Ayed Ismail,Desrosiers Christian
ISBN: 9780323956741

portada Less-Supervised Segmentation With Cnns: Scenarios, Models and Optimization (en Inglés)

Less-Supervised Segmentation With Cnns: Scenarios, Models and Optimization (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Dolz Jose,Ben Ayed Ismail,Desrosiers Christian

Idioma

Inglés

Encuadernación

Tapa Blanda

ISBN13

9780323956741

Less-Supervised Segmentation With Cnns: Scenarios, Models and Optimization (en Inglés)

Dolz Jose,Ben Ayed Ismail,Desrosiers Christian (Autor) · Academic Press · Tapa Blanda

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Reseña del libro "Less-Supervised Segmentation With Cnns: Scenarios, Models and Optimization (en Inglés)"

Less-Supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main approaches and state-of-the-art models and includes a broad array of applications in medical image segmentation, including healthcare, oncology, cardiology and neuroimaging. A key objective is to make this mathematical subject accessible to a broad engineering and computing audience by using a large number of intuitive graphical illustrations. The emphasis is on giving conceptual understanding of the methods to foster easier learning. This book is highly suitable for researchers and graduate students in computer vision, machine learning and medical imaging.