Name: Graph Based Multimedia Analysis (en Inglés)
Price: 154.83 USD
Availability: InStock
Author: Ananda S Chowdhury; Abhimanyu Sahu
ISBN: 9780443214950

portada Graph Based Multimedia Analysis (en Inglés)

Graph Based Multimedia Analysis (en Inglés)

Formato

Libro Físico

Editorial

Morgan Kaufmann

Autor

Ananda S Chowdhury; Abhimanyu Sahu

Idioma

Inglés

N° páginas

366

Encuadernación

Tapa Blanda

ISBN13

9780443214950

N° edición

Graph Based Multimedia Analysis (en Inglés)

Ananda S Chowdhury; Abhimanyu Sahu (Autor) · Morgan Kaufmann · Tapa Blanda

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Reseña del libro "Graph Based Multimedia Analysis (en Inglés)"

Graph Based Multimedia Analysis applies concepts from graph theory to the problems of analyzing overabundant video data. Video data can be quite diverse: exocentric (captured by a standard camera) or egocentric (captured by a wearable device like Google Glass); of various durations (ranging from a few seconds to several hours); and could be from a single source or multiple sources. Efficient extraction of important information from such a large class of diverse video data can be overwhelming. The book, with its rich repertoire of theoretically elegant solutions, from graph theory in conjunction with deep learning, constrained optimization, and game theory, empowers the audience to achieve tasks like obtaining concise yet useful summaries and precisely recognizing single as well as multiple actions in a computationally efficient manner. The book provides a unique treatise on topics like egocentric video analysis and scalable video processing.