Abstract
In this paper, we propose a location-based reminder system on mobile phones using image recognition technology. With this system, mobile phone users can actively capture images from their favorite product or event promotional materials. Upon recognizing the image sent to a computer server, location-based reminders will be downloaded to the phone. The mobile phone will alert the user when he/she is close to the place where the product is being sold or the event is happening. Near-duplicate image recognition is employed to identify the advertisement. Using scale-invariant features followed by Kd-tree image matching and geometric validation, near-duplicates of trained images in the database are recognized. The image recognition provides accurate and efficient retrieval of the corresponding reminders. A mobile client application is developed to capture images, conduct GPS location tracking and to pop up reminders.
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References
Silpa-Anan, C., Hartley, R.: Optimised KD-trees for fast image descriptor matching. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1–8 (2009)
Muja, M., Lowe, D.: Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration. In: International Conference on Computer Vision Theory and Application VISSAPP, pp. 331–340 (2009)
Ke, Y., Sukthankar, R., Huston, L.: Efficient near-duplicate detection and sub-image retrieval. In: ACM International Conference on Multimedia (MM), pp. 869–876 (2004)
Chum, O., Philbin, J., Isard, M., Zisserman, A.: Scalable Near Indentical Image and Shot Detection. In: ACM International Conference on Image and Video Retrieval, pp. 549–556 (2007)
Bay, H., Tuytelaars, T., Van Gool, L.: Surf: Speeded up robust features. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 404–417. Springer, Heidelberg (2006)
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Liu, S., Li, Y., Guo, A., Lim, J.H. (2011). Advertisement Image Recognition for a Location-Based Reminder System. In: Lee, KT., Tsai, WH., Liao, HY.M., Chen, T., Hsieh, JW., Tseng, CC. (eds) Advances in Multimedia Modeling. MMM 2011. Lecture Notes in Computer Science, vol 6524. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17829-0_40
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DOI: https://doi.org/10.1007/978-3-642-17829-0_40
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-17828-3
Online ISBN: 978-3-642-17829-0
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