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Multimodal Video Characterization and Summarization (The International Series in Video Computing)

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This concerns the field of video characterization and summarization. The term “characterization” refers to methods to analyze video content or some other medium at various levels. We emphasize video content processing, which encompasses methods in image, audio, and language understanding. The term “summarization” refers to techniques for abstracting video without apparent loss in content.

This book is organized as follows: We first introduce the field of video characterization and its relation to professional production standards and research in video understanding. Second, we describe various techniques for characterizing video content. In particular, we define the video skim as one of the most important video summarization techniques. Finally, we introduce subjective user-studies as an effective means to evaluate video characterization systems.

Multimodal Video Characterization and Summarization is a valuable research tool for both professionals and academicians working in the video field.

This book describes the methodology for using multimodal audio, image, and text technology to characterize video content. This new and groundbreaking science has led to many advances in video understanding, such as the development of a video summary. Applications and methodology for creating video summaries are described, as well as user-studies for evaluation and testing.

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