In this paper, we propose an algorithm for extracting characters from text regions of natural scene images with complex backgrounds. Our method first clusters ...
Character extraction and recognition in natural scene images - IEEE Xplore
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The Smart Camera is a machine that can automatically perform text region location, character extraction and recognition in the natural scene images captured, ...
Step 1: Extract HOG feature from the images. Step 2: Train a random fern classifier using HOG features.
In this paper, we propose an algorithm for extracting characters from text regions of natural scene images with complex background. Our method first clusters ...
Traditional segmentation methods in Object Character Recognition (OCR) are divided into adaptive and non-adaptive approaches. Non-adaptive approaches estimate a ...
This paper proposes to use a deep learning method based on the convolutional neural networks to recognize this kind of characters and word in the scene images.
With the proposal of the concept of a "smart camera", character recognition in natural scene images has become an interesting but difficult task nowadays.
In this paper, we propose a novel algorithm to detect text information from natural scene images. Scene text classification and detection are still open ...
Text information extracted from scene images is often the key clue for better performance of scene understanding and image retrieval.