19 July 2013 A visual saliency based method for vehicle logo detection
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Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 887833 (2013) https://doi.org/10.1117/12.2030883
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China
Abstract
This paper presents a novel method based on visual saliency and template matching for detecting vehicle logo from images captured by cross-road cameras. To detect the logo, such method first generates a saliency map based on the modified Itti’s saliency model, and then obtains regions of interest (ROI) by thresholding the saliency map, at last performs an edge-based template matching to locate the logo. Experiments on more than 2400 images validate both high accuracy and efficiency of the proposed method, and demonstrates our method suitable for real-time application.
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Fan Zhang, Fan Zhang, Yiping Shen, Yiping Shen, Hongxing Chang, Hongxing Chang, } "A visual saliency based method for vehicle logo detection", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 887833 (19 July 2013); doi: 10.1117/12.2030883; https://doi.org/10.1117/12.2030883
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