Concept-Based Video Retrieval

Concept-Based Video Retrieval
Author :
Publisher : Now Publishers Inc
Total Pages : 123
Release :
ISBN-10 : 9781601982346
ISBN-13 : 1601982348
Rating : 4/5 (348 Downloads)

Book Synopsis Concept-Based Video Retrieval by : Cees G. M. Snoek

Download or read book Concept-Based Video Retrieval written by Cees G. M. Snoek and published by Now Publishers Inc. This book was released on 2009 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper, we review 300 references on video retrieval, indicating when text-only solutions are unsatisfactory and showing the promising alternatives which are in majority concept-based. Therefore, central to our discussion is the notion of a semantic concept: an objective linguistic description of an observable entity. Specifically, we present our view on how its automated detection, selection under uncertainty, and interactive usage might solve the major scientific problem for video retrieval: the semantic gap. To bridge the gap, we lay down the anatomy of a concept-based video search engine. We present a component-wise decomposition of such an interdisciplinary multimedia system, covering influences from information retrieval, computer vision, machine learning, and human-computer interaction. For each of the components we review state-of-the-art solutions in the literature, each having different characteristics and merits. Because of these differences, we cannot understand the progress in video retrieval without serious evaluation efforts such as carried out in the NIST TRECVID benchmark. We discuss its data, tasks, results, and the many derived community initiatives in creating annotations and baselines for repeatable experiments. We conclude with our perspective on future challenges and opportunities.


Concept-Based Video Retrieval Related Books

Concept-Based Video Retrieval
Language: en
Pages: 123
Authors: Cees G. M. Snoek
Categories: Database management
Type: BOOK - Published: 2009 - Publisher: Now Publishers Inc

DOWNLOAD EBOOK

In this paper, we review 300 references on video retrieval, indicating when text-only solutions are unsatisfactory and showing the promising alternatives which
Content-Based Video Retrieval
Language: en
Pages: 168
Authors: Milan Petković
Categories: Computers
Type: BOOK - Published: 2003-10-31 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The area of content-based video retrieval is a very hot area both for research and for commercial applications. In order to design effective video databases for
Image and Video Retrieval
Language: en
Pages: 528
Authors: Erwin M. Bakker
Categories: Computers
Type: BOOK - Published: 2003-08-02 - Publisher: Springer

DOWNLOAD EBOOK

The refereed proceedings of the Second International Conference on Image and Video Retrieval, CIVR 2003, held in Urbana-Champaign, IL, USA in July 2003. The 46
Advances in Multimedia Modeling
Language: en
Pages: 822
Authors: Susanne Boll
Categories: Computers
Type: BOOK - Published: 2009-12-21 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The 16th international conference on Multimedia Modeling (MMM2010) was held in the famous mountain city Chongqing, China, January 6–8, 2010, and hosted by Sou
Content-Based Video Retrieval
Language: en
Pages: 157
Authors: Milan Petkovic
Categories: Computers
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The area of content-based video retrieval is a very hot area both for research and for commercial applications. In order to design effective video databases for