Machine learning for multimedia content analysis

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Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data items. A number of pixels in a digital image collectively conveys certain visual content to viewers. A TV video program consists of both audio and image streams that unfold the underlying story.

Author(s): Yihong Gong, Wei Xu
Series: Multimedia systems and applications series 30
Edition: 1
Publisher: Springer
Year: 2007

Language: English
Pages: 279
City: New York; London
Tags: Информатика и вычислительная техника;Искусственный интеллект;Интеллектуальный анализ данных;