Multimedia Data Engineering Applications and Processing

Multimedia Data Engineering Applications and Processing

Shu-Ching Chen, Mei-Ling Shyu

Copyright: © 2013 |Pages: 350

ISBN13: 9781466629400|ISBN10: 1466629401|EISBN13: 9781466629417

DOI: 10.4018/978-1-4666-2940-0

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MLA

Chen, Shu-Ching, and Mei-Ling Shyu, editors. Multimedia Data Engineering Applications and Processing. IGI Global, 2013. https://doi.org/10.4018/978-1-4666-2940-0

APA

Chen, S. & Shyu, M. (Eds.). (2013). Multimedia Data Engineering Applications and Processing. IGI Global. https://doi.org/10.4018/978-1-4666-2940-0

Chicago

Chen, Shu-Ching, and Mei-Ling Shyu, eds. Multimedia Data Engineering Applications and Processing. Hershey, PA: IGI Global, 2013. https://doi.org/10.4018/978-1-4666-2940-0

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With a variety of media types, multimedia data engineering has emerged as a new opportunity to create techniques and tools that empower the development of the next generation of multimedia databases and information systems.

Multimedia Data Engineering Applications and Processing presents different aspects of multimedia data engineering and management research. This collection of recent theories, technologies and algorithms brings together a detailed understanding of multimedia engineering and its applications. This reference source will be of essential use for researchers, scientists, professionals and software engineers in the field of multimedia.

Table of Contents

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Front Materials

Title Page

Copyright Page

Associate Editors and List of Reviewers

Preface

Chapters

Multimedia Content Analysis

Chapter 1

Content-Based Keyframe Clustering Using Near Duplicate Keyframe Identification (pages 1-19)

Ehsan Younessian, Deepu Rajan

In this paper, the authors propose an effective content-based clustering method for keyframes of news video stories using the Near Duplicate Keyframe (NDK) identification concept. Initially, the authors investigate the near-duplicate...

Chapter 2

Authorship Detection and Encoding for eBay Images (pages 20-34)

Liping Zhou, Wei-Bang Chen, Chengcui Zhang

This paper describes a framework to detect authorship of eBay images. It contains three modules: editing style summarization, classification and multi-account linking detection. For editing style summarization, three approaches...

Chapter 3

Multimodal Information Integration and Fusion for Histology Image Classification (pages 35-50)

Tao Meng, Mei-Ling Shyu, Lin Lin

Biomedical imaging technology has become an important tool for medical research and clinical practice. A large amount of imaging data is generated and collected every day. Managing and analyzing these data sets require the...

Chapter 4

Default Reasoning for Forensic Visual Surveillance Based on Subjective Logic and its Comparison with L-Fuzzy Set Based Approaches (pages 51-94)

Seunghan Han, Walter Stechele

Default reasoning can provide a means of deriving plausible semantic conclusion under imprecise and contradictory information in forensic visual surveillance. In such reasoning under uncertainty, proper uncertainty handling formalism...

Multimodal Content Retrieval

Chapter 5

Navigating through Video Stories Using Clustering Sets (pages 96-113)

Sheila M. Pinto-Cáceres, Jurandy Almeida, Vânia P. A. Neris, M. Cecília C. Baranauskas, Neucimar J. Leite, Ricardo da S. Torres

The fast evolution of technology has led to a growing demand for video data, increasing the amount of research into efficient systems to manage those materials. Making efficient use of video information requires that data be accessed...

Chapter 6

Utilizing Context Information to Enhance Content-Based Image Classification (pages 114-130)

Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Dianting Liu

Traditional image classification relies on text information such as tags, which requires a lot of human effort to annotate them. Therefore, recent work focuses more on training the classifiers directly on visual features extracted...

Chapter 7

Hybrid Query Refinement: A Strategy for a Distance Based Index Structure to Refine Multimedia Queries (pages 131-150)

Kasturi Chatterjee, Shu-Ching Chen

This paper proposes a hybrid query refinement model for distance-based index structures supporting content-based image retrievals. The framework refines a query by considering both the low-level feature space as well as the...

Chapter 8

3D Model-Based Semantic Categorization of Still Image 2D Objects (pages 151-169)

Raluca-Diana Petre, Titus Zaharia

Automatic classification and interpretation of objects present in 2D images is a key issue for various computer vision applications. In particular, when considering image/video, indexing, and retrieval applications, automatically...

Multimodal Content Retrieval

Chapter 9

Building Multi-Modal Relational Graphs for Multimedia Retrieval (pages 171-192)

Jyh-Ren Shieh, Ching-Yung Lin, Shun-Xuan Wang, Ja-Ling Wu

The abundance of Web 2.0 social media in various media formats calls for integration that takes into account tags associated with these resources. The authors present a new approach to multi-modal media search, based on novel...

Chapter 10

Client-Side Relevance Feedback Approach for Image Retrieval in Mobile Environment (pages 193-204)

Ning Yu, Kien A. Hua, Danzhou Liu

During the last decade, high quality (i.e. over 1 megapixel) built-in cameras have become standard features of handheld devices. Users can take high-resolution pictures and share with friends via the internet. At the same time, the...

Chapter 11

Video Segmentation and Structuring for Indexing Applications (pages 205-225)

Ruxandra Tapu, Titus Zaharia

This paper introduces a complete framework for temporal video segmentation. First, a computationally efficient shot extraction method is introduced, which adopts the normalized graph partition approach, enriched with a non-linear...

Chapter 12

Constructing and Utilizing Video Ontology for Accurate and Fast Retrieval (pages 226-242)

Kimiaki Shirahama, Kuniaki Uehara

This paper examines video retrieval based on Query-By-Example (QBE) approach, where shots relevant to a query are retrieved from large-scale video data based on their similarity to example shots. This involves two crucial problems...

Multimedia Delivery and Applications

Chapter 13

A Real-Time 3D Visualization Framework for Multimedia Data Management, Simulation, and Prediction: Case Study in Geospatial-Temporal Biomedical Disease Surveillance Networks (pages 244-260)

Nathaniel Rossol, Irene Cheng, Iqbal Jamal, John Berezowski, Anup Basu

Geographic Information Systems (GISs), which map spatiotemporal event data on geographical maps, have proven to be useful in many applications. Time-based Geographic Information Systems (GISs) allow practitioners to visualize...

Chapter 14

A Cross-Layer Design for Video Streaming Over 802.11e HCCA Wireless Network (pages 261-273)

Hongli Luo

Video transmission over wireless networks has quality of service (QoS) requirements and the time-varying characteristics of wireless channels make it a challenging task. IEEE 802.11 Wireless LAN has been widely used for the last mile...

Chapter 15

A Novel Strategy for Recommending Multimedia Objects and its Application in the Cultural Heritage Domain (pages 274-290)

Massimiliano Albanese, Antonio d’Acierno, Vincenzo Moscato, Fabio Persia, Antonio Picariello

One of the most important challenges in the information access field, especially for multimedia repositories, is information overload. To cope with this problem, in this paper, the authors present a strategy for a recommender system...

Back Materials

Compilation of References

About the Contributors

Index

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