ABSTRACT
This paper proposes an application for real-time object recognition using mobile devices that runs locally without the need to communicate with a server. Both object detection and identification algorithms are performed by the mobile device avoiding the communication with the server. The paper presents results that show the effectiveness of the proposal.
- Collomosse, J. P., Al Mosawi, K. and O'Neill, E. Viewpoint invariant image retrieval for context in urban environments, 3rd European Conference on Visual Media Production, (2006). 177--177.Google ScholarCross Ref
- Föckler, P., Zeidler, T., Brombach, B., Bruns, E. and Bimber, O.. PhoneGuide: museum guidance supported by on-device object recognition on mobile phones, Proc. International Conference on Mobile and Ubiquitous Multimedia, Vol. 154, (2005), 3--10. Google ScholarDigital Library
- Fritz, G., Seifert, C. and Paletta, L. A Mobile Vision System for Urban Object Detection with Informative Local Descriptors. In Proc. IEEE 4th International Conference on Computer Vision Systems, (2006). Google ScholarDigital Library
- Grangeiro, F., Jesus, R. and Correia N. Face recognition and gender classification in personal memories, Proc. IEEE ICASSP, (2009), 1945--1948. Google ScholarDigital Library
- Heikkila, M., Pietikainen, M. and Schmid, C. Description of interest regions with local binary patterns, Pattern Recognition, Vol. 42, No. 3, (2009), 425--436. Google ScholarDigital Library
- Liu, X. A. Camera phone based currency reader for the visually impaired, Proc. International ACM SIGACCESS Conference on Computers and Accessibility, (2008), 305--306. Google ScholarDigital Library
- Luley, P. M., Paletta, L. and Almer, A. Visual object detection from mobile phone imagery for context awareness, Proc. International Conference on Human-Computer Interaction with Mobile Devices and Services, Vol. 111, (2005), 385--386. Google ScholarDigital Library
Index Terms
- Real-time object recognition using mobile devices
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