Title :
Chinese text extraction for video scene by multiframe corner matching and heuristic rules
Author :
Zhe Guo;Mengkai Hu;Peitao Chen;Xianfeng Han;Guanping He
Author_Institution :
School of Electronics and Information, Northwestern Polytechnical University, Xi´an, China,710072
Abstract :
A Chinese text extraction method for video scene is proposed in this paper. Multi-frame corner matching and heuristic rules are combined to detect the text region candidates roughly, which not only solves the issue of Harris corner filtration for complex background video scene, but also improves the detection accuracy using multi-frame fusion. Local texture description is then used for similarity evaluation judged by SVM. Experimental results for 4 different types of 312-frame video images show the effectiveness of the proposed method compared with 5 existing text extraction methods.
Keywords :
"Feature extraction","Support vector machines","Image segmentation","Signal processing algorithms","Image color analysis","Motion pictures","Gray-scale"
Conference_Titel :
Orange Technologies (ICOT), 2015 International Conference on
DOI :
10.1109/ICOT.2015.7498482