no code implementations • 30 Nov 2015 • Cong Yao, Jia-Nan Wu, Xinyu Zhou, Chi Zhang, Shuchang Zhou, Zhimin Cao, Qi Yin
Different from focused texts present in natural images, which are captured with user's intention and intervention, incidental texts usually exhibit much more diversity, variability and complexity, thus posing significant difficulties and challenges for scene text detection and recognition algorithms.
no code implementations • 10 Jun 2015 • Xinyu Zhou, Shuchang Zhou, Cong Yao, Zhimin Cao, Qi Yin
Recently, text detection and recognition in natural scenes are becoming increasing popular in the computer vision community as well as the document analysis community.
no code implementations • 20 Jan 2015 • Erjin Zhou, Zhimin Cao, Qi Yin
In this paper, we report our observations on how big data impacts the recognition performance.
no code implementations • 12 Mar 2014 • Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin, Chinchilla Doudou
Our basic network is capable of achieving high recognition accuracy ($85. 8\%$ on LFW benchmark) with only 8 dimension representation.