Multimodal Location Estimation of Videos and Images

  • Jaeyoung Choi
  • Gerald Friedland

Table of contents

  1. Front Matter
    Pages i-xii
  2. Jaeyoung Choi, Gerald Friedland
    Pages 1-4
  3. Martha Larson, Pascal Kelm, Adam Rae, Claudia Hauff, Bart Thomee, Michele Trevisiol et al.
    Pages 5-40
  4. James Hays, Alexei A. Efros
    Pages 41-62
  5. Heng Liu, Tao Mei, Houqiang Li, Jiebo Luo
    Pages 63-83
  6. Jason Zhi Liang, Nicholas Corso, Eric Turner, Avideh Zakhor
    Pages 85-99
  7. Venkatesan Ekambaram, Kannan Ramchandran, Jaeyoung Choi, Gerald Friedland
    Pages 115-126
  8. Pascal Kelm, Sebastian Schmiedeke, Steven Schockaert, Thomas Sikora, Michele Trevisiol, Olivier Van Laere
    Pages 127-152
  9. Jaeyoung Choi, Howard Lei, Venkatesan Ekambaram, Pascal Kelm, Luke Gottlieb, Thomas Sikora et al.
    Pages 153-171
  10. T. Yamasaki, A. Gallagher, T. Chen, K. Aizawa
    Pages 173-191

About this book

Introduction

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.

Keywords

Consumer Produced-videos GPS-equipped Handheld Devices Geo-tagged Videos Localization Privacy Location Text Multimedia Audio Multimodal Estimation Social Media Location Textual Metadata

Editors and affiliations

  • Jaeyoung Choi
    • 1
  • Gerald Friedland
    • 2
  1. 1.International Computer Science InstituteBerkeleyUSA
  2. 2.International Computer Science InstituteBerkeleyUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-09861-6
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-09860-9
  • Online ISBN 978-3-319-09861-6
  • About this book