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Opis

This book will focus on image and video techniques and algorithms for registration in addition to quality performance metrics. There is a significant number of registration methods operating in different levels and domains (e.g. block or feature based, pixel level, Fourier domain, etc.) focusing on specific applications. The book offers a state-of-the-art review of registration based on the targeted application providing an introduction to the particular problems and limitations of each application, an overview of the previous approaches and a detailed analysis of the most well-known current methodologies. Additionally, various assessment metrics for measuring the quality of registration will be presented showcasing the differences among different targeted applications. For example, the important features in a medical image (e.g. MRI data) may be different from a human face picture and therefore the quality metrics are adjusted accordingly. Metrics for quality assessment will be analysed explaining their advantages and disadvantages, and visual examples will be provided.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer science Image processing

• Pełny tytuł: Image, Video & 3D Data Registration - Medical, Satllite & Video Processing Applications with Quality Metrics
• Autor: Alexis Roche
• Język: Angielski
• Oprawa: Twarda
• Liczba stron: 256
• EAN: 9781118702468
• ISBN: 9781118702468
• ID: 09111437
• Wydawca: John Wiley & Sons Inc
• Waga: 564 g
• Wymiary: 177 × 251 × 17 mm
• Data wydania: 21. August 2015

Ulubione w innej kategorii

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