Verwandte Artikel zu Multimodal Location Estimation of Videos and Images

Multimodal Location Estimation of Videos and Images - Hardcover

 
9783319098609: Multimodal Location Estimation of Videos and Images
Hardcover
ISBN 10: 3319098608 ISBN 13: 9783319098609
Verlag: Springer, 2014

Inhaltsangabe

This book presents an overview of the field of multimodal location estimation. The authors' aim is to describe the research results in this field in a unified way. The book describes fundamental methods of acoustic, visual, textual, social graph, and metadata processing as well as multimodal integration methods used for location estimation. In addition, the book covers benchmark metrics and explores the limits of the technology based on a human baseline. The book also outlines privacy implications and discusses directions for future research in the area.

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Über die Autorin bzw. den Autor

Dr. Gerald Friedland is the Director at the  Audio and Multimedia Research, International Computer Science Institute
Dr. Jaeyoung Chois is a Researcher at the Audio and Multimedia Research, International Computer Science Institute

Von der hinteren Coverseite

This book presents an overview of the field of multimodal location estimation, i.e. using acoustic, visual, and/or textual cues to estimate the shown location of a video recording. The authors' sample research results in this field in a unified way integrating research work on this topic that focuses on different modalities, viewpoints, and applications. The book describes fundamental methods of acoustic, visual, textual, social graph, and metadata processing as well as multimodal integration methods used for location estimation. In addition, the text covers benchmark metrics and explores the limits of the technology based on a human baseline.

· Discusses localization of multimedia data;

· Examines fundamental methods of establishing location metadata for images and videos (other than GPS tagging);

· Covers Data-Driven as well as Semantic Location Estimation.

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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3319098608
ISBN 13 
9783319098609
Einband
Gebundene Ausgabe
Anzahl der Seiten
203
Herausgeber
Choi Jaeyoung, Friedland Gerald
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