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Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras
Citation
Cuevas Rodríguez, Carlos and García Santos, Narciso (2011). Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras. In: "International Conference on Consumer Electronics, ICCE 2011", 09/01/2011 - 12/01/2011, Las Vegas, NV, EEUU. ISBN 978-1-4244-8711-0. pp. 479-480. https://doi.org/10.1109/ICCE.2011.5722693.
Description
| Title: | Moving Object Detection for Real-Time High-Quality Lightweight Applications on Smart Cameras |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | International Conference on Consumer Electronics, ICCE 2011 |
| Event Dates: | 09/01/2011 - 12/01/2011 |
| Event Location: | Las Vegas, NV, EEUU |
| Title of Book: | Proceedings of the International Conference on Consumer Electronics, ICCE 2011 |
| Date: | 2011 |
| ISBN: | 978-1-4244-8711-0 |
| Subjects: | |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Señales, Sistemas y Radiocomunicaciones |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
Here, a novel and efficient strategy for moving object detection by non-parametric modeling on smart cameras is presented. Whereas the background is modeled using only color information, the foreground model combines color and spatial information. The application of a particle filter allows the update of the spatial information and provides a priori information about the areas to analyze in the following images, enabling an important reduction in the computational requirements and improving the segmentation results
More information
| Item ID: | 12175 |
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| DC Identifier: | https://oa.upm.es/12175/ |
| OAI Identifier: | oai:oa.upm.es:12175 |
| DOI: | 10.1109/ICCE.2011.5722693 |
| Official URL: | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5722693&tag=1 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 04 Sep 2012 11:54 |
| Last Modified: | 21 Apr 2016 11:22 |
