کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
529098 | 869630 | 2010 | 14 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: A two-stage scheme for text detection in video images A two-stage scheme for text detection in video images](/preview/png/529098.png)
This paper proposes a two-stage system for text detection in video images. In the first stage, text lines are detected based on the edge map of the image leading in a high recall rate with low computational time expenses. In the second stage, the result is refined using a sliding window and an SVM classifier trained on features obtained by a new Local Binary Pattern-based operator (eLBP) that describes the local edge distribution. The whole algorithm is used in a multiresolution fashion enabling detection of characters for a broad size range. Experimental results, based on a new evaluation methodology, show the promising overall performance of the system on a challenging corpus, and prove the superior discriminating ability of the proposed feature set against the best features reported in the literature.
Journal: Image and Vision Computing - Volume 28, Issue 9, September 2010, Pages 1413–1426