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Robust Text Detection in Natural Scene Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
By Xu-Cheng Yin,Xuwang Yin,Kaizhu Huang,Hong-Wei Hao
Issue Date:May 2014
Text detection in natural scene images is an important prerequisite for many content-based image analysis tasks. In this paper, we propose an accurate and robust method for detecting texts in natural scene images. A fast and effective pruning algorithm is ...
Sorting-Based Dynamic Classifier Ensemble Selection
2013 12th International Conference on Document Analysis and Recognition (ICDAR)
By Yan Yan,Xu-Cheng Yin,Zhi-Bin Wang,Xuwang Yin,Chun Yang,Hong-Wei Hao
Issue Date:August 2013
In ensemble learning, a higher accuracy can be achieved by integrating some classifiers instead of all the classifiers. But, it is very difficult to select the best classifier combination which can be seen as an optimization problem, from a pool of classif...
Accurate and robust text detection: a step-in for text retrieval in natural scene images
Found in: Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval (SIGIR '13)
By Hong-Wei Hao, Kaizhu Huang, Xu-Cheng Yin, Xuwang Yin
Issue Date:July 2013
We propose and implement a robust text detection system, which is a prominent step-in for text retrieval in natural scene images or videos. Our system includes several key components: (1) A fast and effective pruning algorithm is designed to extract Maxima...
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