An Improved Method of Video Text Detection

被引:0
|
作者
Liu, Hua-ying [1 ]
Yuan, Wei [2 ]
机构
[1] Hebei Univ, Coll Math & Comp Sci, Baoding, Peoples R China
[2] Hebei Godsend High Tech Co Ltd, Baoding, Peoples R China
基金
中国国家自然科学基金;
关键词
video classification; text detection; Harris corners detection; multi feature threshold values;
D O I
10.1117/12.913502
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an improved video text detection method. At first, Harris corners detection is fulfilled to the original region. After confirming the former three text frames, this algorithm gets a suitable candidate text region according to the characteristics of these text frames and only processes candidate text region in later corner detection in order to improve detection efficiency. Then, the obtained corners are calculated by row and a local threshold is gotten based on height and density of continuous corners rows to eliminate non-text corners rows. Finally, the center location feature is employed to make sure text region further and confirm the text frames. The experiment indicates that this method has relative high detection accuracy.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] A framework for improved video text detection and recognition
    Haojin Yang
    Bernhard Quehl
    Harald Sack
    [J]. Multimedia Tools and Applications, 2014, 69 : 217 - 245
  • [2] A framework for improved video text detection and recognition
    Yang, Haojin
    Quehl, Bernhard
    Sack, Harald
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 69 (01) : 217 - 245
  • [3] The Improved Corner Detection for Video Text Positioning Algorithm
    Wu, Yanhai
    Li, Jiaxin
    Zhang, Fangni
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 1523 - +
  • [4] A Video Text Detection Method Based on Key Text Points
    Li, Zhi
    Liu, Guizhong
    Qian, Xueming
    Wang, Chen
    Ma, Yana
    Yang, Yang
    [J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING-PCM 2010, PT I, 2010, 6297 : 284 - 295
  • [5] A Novel Video Image Text Detection Method
    Zhou, Lin
    Ping, Xijian
    Gao, Haolin
    Xu, Sen
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2012, 6 (04): : 1140 - 1152
  • [6] A Novel Video Image Text Detection Method
    Zhou, Lin
    Ping, Xijian
    Gao, Haolin
    Xu, Sen
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2012, 6 (03): : 941 - 953
  • [7] A Unified Video Text Detection Method with Network Flow
    Yang, Xue-Hang
    He, Wenhao
    Yin, Fei
    Liu, Cheng-Lin
    [J]. 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, : 331 - 336
  • [8] Method for text detection in video based on homogeneity mapping
    Huang, Jianhua
    Wu, Rui
    Liu, Jiafeng
    Tang, Xianglong
    [J]. Gaojishu Tongxin/Chinese High Technology Letters, 2007, 17 (03): : 249 - 254
  • [9] A comprehensive method for multilingual video text detection, localization, and extraction
    Lyu, MR
    Song, JQ
    Cai, M
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (02) : 243 - 255
  • [10] Detection of Curved Text in Video: Quad Tree based Method
    Shivakumara, P.
    Basavaraju, H. T.
    Guru, D. S.
    Tan, C. L.
    [J]. 2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, : 594 - 598