機械知覚&ロボティクスグループ
中部大学

Deep Learning 口頭発表

Word Recognition by Combining Outline Emphasis and Synthesize Background

Author
Yukihiro Achiha, Takayoshi Yamashita, Mitsuru Nakazawa, Soh Masuko, Yuji Yamauchi, and Hironobu Fujiyoshi
Publication
Entertainment Computing, 2017

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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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