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《Journal of Harbin University of Science and Technology》 2017-01
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Text in Video Location Based on Adaboost

YIN Fang;ZHENG Liang;CHEN Tian-tian;School of Computer Science and Technology,Harbin University of Science and Technology;Instrument Science and Technology Postdoctoral Research Station,Harbin University of Science and Technology;  
This paper proposes a new method of video text location based on Adaboost.First extracting the connected domains from the video image,we get five classes features of text after analyzing the text areas.Then we construct a strong classifier of Adaboost with CART(Classification And Regression Tree) using the five classes features.Finally,we send the candidate text regions into the strong classifier to get the correct text areas.The experimental results show that not only can this method achieve a good effect on the text location in the video images including the text of various fonts,sizes and colors but also realize rapidity and precision that the video text location requires.
【Fund】: 黑龙江省教育厅科学技术研究项目(12541119)
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 1 Hits
1 LIU Chang-yuan;ZHANG Fu-hao;WEI Qi;School of Electrical and Electronic Engineering,Harbin University of Science and Technology;;Intelligent Diagnosis and Research of Epileptic Diseases Based on EEG Signals[J];哈尔滨理工大学学报;2018-03
【Citations】
Chinese Journal Full-text Database 5 Hits
1 YIN Fang1,CHEN De-yun1,WU Rui2(1.School of Computer Science and Technology,Harbin University of Science and Technology,Harbin 150080,China;2.School of Computer Science and Technology,Harbin Institute of Technology,Harbin 150001,China);Improved Gabor Wavelet Transformation Feature Extraction Method[J];计算机工程;2012-15
2 ZHANG Jian-ming,WANG Juan,ZHANG Ju,DU Dan,FANG Fang(School of Computer Science and Telecommunication Engineering,Jiangsu University,Zhenjiang 212013,China);Video text location method based on conditional stroke density extraction[J];计算机工程与设计;2011-10
3 CHENG Hao~1 HUANG Lei~(1,2) LIU Chang-Ping~(1,2) TAN Nu-Tao~(1,2) 1.Hanwang Technology Co.Ltd.,Beijing 100193 2.Character Recognition Engineering Center,Institute of Automation,Chinese Academy of Sciences,Beijing 100190;A Two-Level Video Text Localization Algorithm Based on Strokes and Adaboost[J];自动化学报;2008-10
4 SUN Hong-xing1,ZHAO Nan-nan2,XU Xin-he1(1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.School of Electronics and Information Engineering,Liaoning University of Science and Technology,Anshan 114044,China.);Text Region Localization Using Wavelet Transform in Combination with Support Vector Machine[J];东北大学学报(自然科学版);2007-02
5 FU Guang-yuan(The Second Artillery Engineering College,Xi'an 710025 China);A Parallel Algorithm of Image Edge Extraction Based on the Sobel Decomposing Model[J];微电子学与计算机;2006-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Yuchi;School of Mechanical Engineering,Shenyang University of Technology;;Research on Gear Image Mosaic Method Based on Edge[J];机械工程师;2017-11
2 YIN Fang;ZHENG Liang;CHEN Tian-tian;School of Computer Science and Technology,Harbin University of Science and Technology;Instrument Science and Technology Postdoctoral Research Station,Harbin University of Science and Technology;;Text in Video Location Based on Adaboost[J];哈尔滨理工大学学报;2017-01
3 CAI Huajie;XIE Guangyi;Postgraduate Brigade,Engineering University of PAP;Training Department,Engineering University of PAP;;Approach for Video Text Detection Based on Discrete Wavelet Transform and SVM Classification Network[J];武警工程大学学报;2016-06
4 YIN Fang;ZHENG Liang;CHEN Tiantian;School of Computer Science and Technology, Harbin University of Science and Technology;Instrument Science and Technology Postdoctoral Research Station, Harbin University of Science and Technology;;Chinese text localization based on Adaboost algorithm in natural images[J];计算机工程与应用;2017-04
5 Tan Shenmin;Tong Qiujuan;College of Communication and Information Engineering ,Xi′an University of Posts and Telecommunications;School of Science ,Xi′an University of Posts and Telecommunications;;Reserch of shadow removal algorithm for traffic flow detection based on virtual window[J];微型机与应用;2015-06
6 REN Jing;ZHOU Hua;GUO Chao;WANG Ying;MEI Zai-huan;Key Laboratory of Advanced Textile Materials and Manufacturing Technology,Ministry of Education,Zhejiang Sci-Tech University;;A Method of Extracting Fabric Texture Feature Combined with FFT and Gabor Filter[J];浙江理工大学学报;2015-01
7 Wang Jin;Department of Electronic Engineering,Taiyuan Institute of Technology;;A Text Extraction Algorithm Based on Local Text Style Salient Region[J];太原师范学院学报(自然科学版);2014-04
8 SHI Xiao-song;HUANG Yong-jie;LIU Yong-ge;School of Computer & Information Engineering,Anyang Normal University;Oracle Information Processing Laboratory,Anyang Normal University;School of Software Engineering,Anyang Normal University;;Location method of rubbing text of oracle bone inscriptions based on threshold segmentation and morphology[J];北京信息科技大学学报(自然科学版);2014-06
9 Zhang Hongwei;Department of Electrical Engineering,Tian he College of Guangdong Normal University of Technology;;Concentric Circles' Measurement by CMOS Image Matching Sensor[J];自动化与信息工程;2014-06
10 YIN Fang;LI Quan-tong;ZHOU Xin;JIN Fei-hu;School of Computer Science and Technology,Harbin University of Science and Technology;Instrument Science and Technology Postdoctoral Research Station,Harbin University of Science and Technology;;A Connected Domain Research Method for English Word Segmentation[J];哈尔滨理工大学学报;2014-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 YIN Fang;ZHENG Liang;CHEN Tian-tian;School of Computer Science and Technology,Harbin University of Science and Technology;Instrument Science and Technology Postdoctoral Research Station,Harbin University of Science and Technology;;Text in Video Location Based on Adaboost[J];哈尔滨理工大学学报;2017-01
2 WANG Guang-ze;School of Computer Science and Technology;;Inventory Control in Supply Chain Based on Modified Particle Swarm Optimization[J];哈尔滨理工大学学报;2016-05
3 Zhang Pengbo;Wang Xue;Zhang Weihang;Dai Yixiang;Department of Precision Instrument,State Key Laboratory of Precision Measurement Technology and Instruments,Tsinghua University;;Adaptive detection method based on instantaneous bandwidth feature for seizure onset[J];仪器仪表学报;2016-06
4 WANG Peng;LI Shan-shan;SHAO Ming-lei;School of Electrical and Electronic Engineering,Harbin University of Science and Technology;;Portable Real-time EEG Signal Acquisition System[J];哈尔滨理工大学学报;2016-01
5 Zhang Tao;Chen Wan-Zhong;Li Ming-Yang;Department of Communication Engineerings, Jilin University;;Automatic seizure detection of electroencephalogram signals based on frequency slice wavelet transform and support vector machine[J];物理学报;2016-03
6 Zhang Tao;Chen Wan-Zhong;Li Ming-Yang;Department of Communication Engineerings,Jilin University;;Recognition of epilepsy electroencephalography based on Ada Boost algorithm[J];物理学报;2015-12
7 WANG Jie;LI Mu-xiao;School of Electrical Engineering,Zhengzhou University;;Research on Improved Extreme Learning Machine in Epileptic EEG Detection[J];计算机仿真;2014-06
8 Meng Qing-Fang;Chen Shan-Shan;Chen Yue-Hui;Feng Zhi-Quan;School of Information Science and Engineering,University of Jinan;Shandong Provincial Key laboratory of Network Based Intelligent Computing;;Automatic detection of epileptic EEG based on recurrence quantification analysis and SVM[J];物理学报;2014-05
9 PANG Chun-Ying;WANG Xiao-Tian;SUN Xiao-Lin;School of Life Science and Technology,Changchun University of Science and Technology;;A New Method of Epileptic EEG Identification Based on Improved EMD[J];中国生物医学工程学报;2013-06
10 Yuan Qi,Zhou Weidong,Li Shufang,Cai Dongmei(School of Information Science and Engineering,Shandong University,Jinan 250100,China);Approach of EEG detection based on ELM and approximate entropy[J];仪器仪表学报;2012-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 TIAN Po-huang,PENG Tian-qiang,LI Bi-cheng (Zhengzhou Information Science and Technology Institute,Zhengzhou,Henan 450002,China);An Approach for Video-text Extraction Based on Text Traversing Line and Stroke Connectivity[J];电子学报;2009-01
2 CHENG Hao~1 HUANG Lei~(1,2) LIU Chang-Ping~(1,2) TAN Nu-Tao~(1,2) 1.Hanwang Technology Co.Ltd.,Beijing 100193 2.Character Recognition Engineering Center,Institute of Automation,Chinese Academy of Sciences,Beijing 100190;A Two-Level Video Text Localization Algorithm Based on Strokes and Adaboost[J];自动化学报;2008-10
3 WANG Wei-qiang1,2,FU Li-bo1,GAO Wen1,HUANG Qing-ming1,2,JIANG Shu-qiang1(1.Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100080,China;2.Graduate School of Chinese Academy of Sciences,Beijing 100039,China);Text detection based on stroke features[J];通信学报;2007-12
4 Ge Shiming Cheng Yimin Li Jie Zhang Ling (Department of Electronic Science and Technology, University of Science and Technology of China, Hefei 230027);A Gradient Field-Based Seam Elimination Method[J];计算机辅助设计与图形学学报;2007-02
5 Mi Congjie, Liu Yang, and Xue Xiangyang(Department of Computer Science and Engineering, Fudan University, Shanghai 200433);Video Texts Tracking and Segmentation Based on Multiple Frames[J];计算机研究与发展;2006-09
6 Ding Yuxia Cheng Yimin Li Jie Wang Yixiao (Deptartment of Electronic Science and Technology,University of Science and Technology of China,Hefei 230026);Image Retrieval Based on Object Regions[J];计算机工程与应用;2006-17
7 ZENG Peng-xin~1, YAO Jian-shi~2, CHEN Peng~1, XU Xin-he~1 (1. School of Information Science & Engineering, Northeastern University, Shenyang 110004, China; 2. Self-Propelled Gun Department, Shenyang Artillery College, Shenyang 110162, China. );An Approach to Wavelet-Based Image Enhancement Algorithm[J];东北大学学报;2005-06
8 LIU Yang XUE Xiang-Yang LU Hong GUO Yue-Fei (Department of Computer Science and Engineering, Fudan University, Shanghai 200433);A Video Text Detecting Method Based on Edge Detection and Line Features[J];计算机学报;2005-03
9 WANG Jian, ZHOU Yuan-hua (Inst. of Image Communication & Information Processing, Shanghai Jiaotong Univ., Shanghai 200030, China);A Text Localization Algorithm Based on Texture Energy for JPEG Images[J];上海交通大学学报;2004-09
10 WANG Xue-wen,DING Xiao-qing,LIU Chang-song( State Key Laboratory of Intelligent Technology and Systems , Dept. of Electronic Engineering, Tsinghua University, Beijing 100084, China );Gabor Filters Based Feature Extraction for Robust Chinese Character Recognition[J];电子学报;2002-09
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