Image based view localization system retrieving from a panorama database by SURF

Naoyuki Yazawa, Hideaki Uchiyama, Hideo Saito, Myriam Servières, Guillaume Moreau

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Abstract

We propose a system for estimating a user's view direction with its location of a captured image by retrieving its corresponding region from panoramas in a database. In our database, 104 panoramas captured within a local area are stored. For retrieving a user's location, the query image captured by the user's planarprojection camera is compared with all the panoramas in the database. SURF is used for finding corresponding points between the query and each panorama. The panorama which gets maximum number of corresponding points is selected as the location. In addition, a user's view direction is also estimated by reprojecting the center of the query onto the selected panorama. As a result, image based view localization with panoramas can be achieved.

Original languageEnglish
Title of host publicationProceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009
Pages118-121
Number of pages4
Publication statusPublished - 2009 Dec 1
Event11th IAPR Conference on Machine Vision Applications, MVA 2009 - Yokohama, Japan
Duration: 2009 May 202009 May 22

Publication series

NameProceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009

Other

Other11th IAPR Conference on Machine Vision Applications, MVA 2009
CountryJapan
CityYokohama
Period09/5/2009/5/22

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ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

Cite this

Yazawa, N., Uchiyama, H., Saito, H., Servières, M., & Moreau, G. (2009). Image based view localization system retrieving from a panorama database by SURF. In Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009 (pp. 118-121). (Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009).