1 code implementation • 10 Mar 2015 • Jiaming Xu, Bo Xu, Guanhua Tian, Jun Zhao, Fangyuan Wang, Hong-Wei Hao
However, topics of certain granularity are not adequate to represent the intrinsic semantic information.
no code implementations • 4 Jun 2014 • Xu-Cheng Yin, Chun Yang, Hong-Wei Hao
In this paper, we argue that diversity, not direct diversity on samples but adaptive diversity with data, is highly correlated to ensemble accuracy, and we propose a novel technology for classifier ensemble, learning to diversify, which learns to adaptively combine classifiers by considering both accuracy and diversity.
no code implementations • 11 Jan 2013 • Xu-Cheng Yin, Xuwang Yin, Kai-Zhu Huang, Hong-Wei Hao
Text detection in natural scene images is an important prerequisite for many content-based image analysis tasks.