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Książka Graph Based Multimedia Analysis Ananda S Chowdhury

Graph Based Multimedia Analysis

Autor: Ananda S Chowdhury, Abhimanyu Sahu
Język: Angielski
Oprawa: Miękka
Wydawca: Elsevier Inc
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
649.65 zł
Graph Based Multimedia Analysis applies graph theory to the problems of analyzing an over-abundance...

Informacje o książce

Autor
Ananda S Chowdhury, Abhimanyu Sahu
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2024
strony
370
EAN
9780443214950
ISBN
0443214956
Enbook ID
44671460
Wydawca
Elsevier Inc
Waga
489

Pełny opis

Graph Based Multimedia Analysis applies graph theory to the problems of analyzing an over-abundance of video data. Video data can be diverse: exocentric (captured by standard camera) or egocentric (captured by a wearable device like Google glass); of various durations; from multiple sources. Efficient extraction of important/useful information from such a large class of diverse inputs can be overwhelming. The book, with its rich repertoire of theoretically elegant solutions, empowers the audience to achieve tasks like obtaining concise yet useful summary and precisely recognizing single as well as multiple actions in a computationally efficient manner. Addresses a number of challenging state-of-the-art problems in multimedia analysis like summarization, co-summarization, recognitionHandles a wide class of video with different genres, durations and numbersApplies a class of theoretically rich algorithms, mostly from the discipline of graph theory in conjunction with deep learning and game theory for solutions

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