Search Results for author: Hong-Wei Hao

Found 6 papers, 3 papers with code

Learning to Diversify via Weighted Kernels for Classifier Ensemble

no code implementations4 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.

Ensemble Learning Ensemble Pruning

Robust Text Detection in Natural Scene Images

no code implementations11 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.

Metric Learning Scene Text Detection

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