Such as they are shown here, the systems and method providing an efficient edge detection and a method based on closed contours for the discovery of text in natural scenes, such as, for example, in photographic images, digital and / or electronic images and the like. The edge (for example, edges of structures or objects in the images) are connected by way of a edges detection art. The edges of text characters form closed contours, even if certain noise level are present. The linkage of the closed contours and the formation of possible text lines, are two further features of the described method. A classifier of possible text lines, is applied in order to provide further false positive text can filter out. Possible text regions for the insertion of text in the natural scene of the electronic image presented are emphasized and a user.
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