MusicGuide:
Album Reviews on the Go
Serdar Sali sali@soe.ucsc.edu
Final
Documentation:
MusicGuide is an application that can be used to provide
the user information on a music album on the go by simply using a photo of the
album cover as the input utilizing David Lowe’s SIFT [6]. Relevant data on the
album such as reviews and track samples are then collected from various sources
on the web and presented to the user.

The architecture works with a
matching accuracy above 90%. The matching process is robust
against various transforms and
artifacts in input images.

Previous
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Related Work(pdf)
Intro Draft(pdf)
Figures Draft (pdf)
References
[1] S. Ballard, “Color Indexing”, International Journal of Computer Vision,
Vol. 7, No. 1, pp. 11-32, 1991.
[2] G.Pass, and R. Zabith, "Comparing images using joint
histograms," Multimedia Systems, Vol.7, pp.234-240, 1999.
[3] G. Pass, and R. Zabith, "Histogram refinement for content-based
image retrieval," IEEE Workshop on Applications of Computer Vision, pp.
96-102, 1996.
[4] H. Tamura, S. Mori, and T. Yamawaki, "Texture features
corresponding to visual perception", IEEE Trans. On Systems, Man, and
Cybernetics, Vol. Smc-8, No. 6, 1978.
[5] C. Harris and M. Stephens, “A combined corner and edge detector”, ALVEY
Vision Conference, pages 147-151, 1988.
[6] D. G. Lowe, "Distinctive image features from scale-invariant
keypoints", International Journal of Computer Vision, Vol. 60, No. 2, pp.
91-110, 2004.
[7] M. Merler, C. Galleguillos, and S. Belongie. “Recognizing Groceries in
situ Using in vitro Training Data”, to appear, SLAM 2007, Minneapolis, MN,
retrieved from http://grozi.calit2.net/files/grozi_slam.pdf.
[8] N. Davies, K. Cheverst, A. Dix, and A. Hesse, “Understanding the role
of image recognition in mobile tour guides”, Proceedings of the 7th
international Conference on Human Computer interaction with Mobile Devices
& Services, pp. 191-198, 2005.
[9] T. Yeh, K. Tollmar, and T. Darrell, "Searching the Web with Mobile
Images for Location Recognition", 2004 IEEE Computer Society Conference on
Computer Vision and Pattern Recognition (CVPR'04), Vol. 2, pp. 76-81, 2004.
[10] P. Föckler, T. Zeidler, B. Brombach, E. Bruns, and O. Bimber,
“PhoneGuide: museum guidance supported by on-device object recognition on
mobile phones”, Proceedings of the 4th international Conference on Mobile and
Ubiquitous Multimedia, MUM '05, Vol. 154, pp. 3-10, 2005.
[11] C. Seifert, L. Paletta, A.
Jeitler, E. Hödl, J.. Andreu, P. Luley and A. Almer, “Visual Object Detection
for Mobile Road Sign Inventory”, Lecture Notes in Computer Science, MobileHCI
2004, pp. 491-495, Springer, 2004.
[12] M. Jia, X. Fan, X. Xie, M. Li, W. Ma, “Photo-to-Search: Using Camera
Phones to Inquire of the Surrounding World”, The 7th International Conference
on Mobile Data Management (MDM'06), p.46, 2006.
[13] M. Noda, H. Sonobe, S. Takagi, et al., "Cosmos: Convenient Image
Retrieval System of Flowers for Mobile Computing Situations", Proceedings
of the IASTED Conf. on Information Systems and Databases 2002, pp. 25-30, 2002.
[14] H. Sonobe, S. Takagi, and F. Yoshimoto, "Image Retrieval System
of Fishes Using a Mobile Device", Proceedings of International Workshop on
Advanced Image Technology 2004, pp. 33-37, 2004.