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Word Recognition by Combining Outline Emphasis and Synthesize Background

Abstract : Character recognition collects item keywords from images from e-commerce websites; however, it requires a huge amount of training data. In this paper, we propose an efficient method to collect the training data by generating synthesis images and emphasizing outlines to obtain realistic images. The proposed method improves recognition accuracy on both generated images and real images from e-commerce websites.
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Submitted on : Thursday, April 19, 2018 - 2:34:00 PM
Last modification on : Sunday, October 25, 2020 - 6:14:02 PM
Long-term archiving on: : Tuesday, September 18, 2018 - 2:20:48 PM


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Yukihiro Achiha, Takayoshi Yamashita, Mitsuru Nakazawa, Soh Masuko, Yuji Yamauchi, et al.. Word Recognition by Combining Outline Emphasis and Synthesize Background. 16th International Conference on Entertainment Computing (ICEC), Sep 2017, Tsukuba City, Japan. pp.492-496, ⟨10.1007/978-3-319-66715-7_70⟩. ⟨hal-01771238⟩



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