Abstract
This paper investigates the use of a binary level set-based approach for tracking vehicles in video sequences captured by camera systems. A combination of color and segmentation features including background subtraction and connected component labeling will be incorporated into the level set-based framework to achieve the tracking. Next, the retrieval task with respect to a given user's request image is achieved using a set of similarity indices constructed through MPEG-7 color features; namely, color histogram, dominant color descriptor and color layout descriptor. The performances of the system are evaluated in terms of precision and recall evaluations.
Original language | English |
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Title of host publication | Image Processing Theory, Tools and Applications (IPTA), 2012 3rd International Conference |
Pages | 105-110 |
Number of pages | 6 |
DOIs | |
Publication status | Published - Oct 2012 |
Event | 2012 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA) - Istanbul, Turkey, United Kingdom Duration: 15 Oct 2012 → 18 Oct 2012 |
Conference
Conference | 2012 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA) |
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Country/Territory | United Kingdom |
Period | 15/10/12 → 18/10/12 |