Editors: Xian-S. Hua, Marcel Worring, Tat-S. Chua

Internet Multimedia Search and Mining

eBook: US $44 Special Offer (PDF + Printed Copy): US $171
Printed Copy: US $149
Library License: US $176
ISBN: 978-1-60805-766-5 (Print)
ISBN: 978-1-60805-215-8 (Online)
Year of Publication: 2013
DOI: 10.2174/97816080521581130101

Introduction

With the explosion of video and image data available on the Internet, desktops and mobile devices, multimedia search has gained immense importance. Moreover, mining semantics and other useful information from large-scale multimedia data to facilitate online and local multimedia content analysis, search, and other related applications has also gained an increasing attention from the academia and industry. The rapid increase of multimedia data has brought new challenges to multimedia content analysis and multimedia retrieval, especially in terms of scalability. While on the other hand, large-scale multimedia data has also provided new opportunities to address these challenges and other conventional problems in multimedia analysis. The massive associated metadata, context and social information available on the Internet, desktops and mobile devices, and the large number of grassroots users, are a valuable resource that could be leveraged to solve the these difficulties. This is the first reference book on the subject of internet multimedia search and mining and it will be extremely useful for graduates, researchers and working professionals in the field of information technology and multimedia content analysis.

Foreword

- Pp. i-ii (2)
Ramesh Jain
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Preface

- Pp. iii-v (3)
Xian-Sheng Hua, Marcel Worring and Tat-Seng Chua
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List of Contributors

- Pp. vi-ix (4)
Xian-Sheng Hua, Marcel Worring and Tat-Seng Chua
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An Image Decomposition Approach to Large-scale Image Retrieval

- Pp. 3-25 (23)
Xiao Zhang, Zhiwei Li, Lei Zhang, Wei-Ying Ma and Heung-Yeung Shum

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Near-Duplicate Web Video Detection

- Pp. 26-57 (32)
Xiao Wu, Wan-Lei Zhao, Chong-Wah Ngo and Alexander G. Hauptmann

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An Efficient Visual Representation and Indexing Scheme for Large Scale Video Retrieval

- Pp. 58-79 (22)
Xiao Zhang, Gang Hua and Lei Zhang

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Large-Scale Online Multi-Labeled Annotation for Multimedia Search and Mining

- Pp. 80-110 (31)
Guo-Jun Qi and Hong-Jiang Zhang

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(Un)Tagged Social Image Retrieval

- Pp. 111-129 (19)
Xirong Li, Cees G.M. Snoek and Marcel Worring

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Adapting Web-based Video Concept Detectors for Different Target Domains

- Pp. 130-167 (38)
Damian Borth, Adrian Ulges and Thomas M. Breuel

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Social Tag Processing for Internet Images

- Pp. 168-203 (36)
Dong Liu, Xian-Sheng Hua and Hong-Jiang Zhang

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Flickr Groups: Multimedia Communities for Multimedia Analysis

- Pp. 204-222 (19)
Radu-Andrei Negoescu and Daniel Gatica-Perez

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Word2Image: A System for Visual Interpretation of Concepts

- Pp. 223-239 (17)
Haojie Li, Jinhui Tang, Guangda Li and Tat-Seng Chua

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Flickr Distance for Internet Multimedia Search and Mining

- Pp. 240-272 (33)
Lei Wu and Xian-Sheng Hua

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Geospatial Web Image Mining

- Pp. 273-305 (33)
Dirk Ahlers, Susanne Boll and Philipp Sandhaus

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Weighted Data Fusion for CBMIR

- Pp. 306-352 (47)
Peter Wilkins and Alan F. Smeaton

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Cross-modality Indexing, Browsing and Search of Distance Learning Media on the Web

- Pp. 353-366 (14)
Alon Efrat, Arnon Amir, Kobus Barnard and Quanfu Fan

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Web Music Indexing and Search

- Pp. 367-396 (30)
Lie Lu and Zhiwei Li

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Video Recommendation

- Pp. 397-414 (18)
Tao Mei and Kiyoharu Aizawa

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Visual Query Suggestion for Internet Image Search

- Pp. 415-433 (19)
Zheng-Jun Zha, Linjun Yang and Meng Wang

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Image Search by Color Sketch

- Pp. 434-455 (22)
Jingdong Wang, Yinghai Zhao and Xian-Sheng Hua

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Index

- Pp. 456-471 (16)
Xian-Sheng Hua, Marcel Worring and Tat-Seng Chua
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