Scene Text Recognition Based on Deep Learning

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Abstract

Image is used everywhere in our life and can bring us abundant information. Unlike general visual elements, text contains a wealth of semantic information. Obtaining the content of the image can help us better to understand the image. Therefore, it is crucial to recognize and understand text in scene images. In recent years, deep learning technology has developed rapidly and has played a leading role in the field of traditional optical character recognition technology (OCR) and it achieved good results. Based on this, this paper combined with the deep learning method further study the scene text recognition.

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Shao, Y., & Chen, Y. (2020). Scene Text Recognition Based on Deep Learning. In Lecture Notes in Electrical Engineering (Vol. 571 LNEE, pp. 1136–1143). Springer. https://doi.org/10.1007/978-981-13-9409-6_133

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