Fast Text Registration and Enhancement in Digital Video

被引:0
|
作者
Hui, Ding [1 ]
Xiao-Qing, Ding [1 ]
Sheng-Jin, Wang [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Tsinghua Natl Lab Informat Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
关键词
D O I
10.1109/ICCSIT.2008.150
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses a fast and reliable video text registration and enhancement algorithm suitable to tracking text and Optical Character Recognition (OCR). The fast registration algorithm based on the normalized cross-correlation and pyramid structure in a coarse-to-fine scheme. After extracting reference text block, we use the text registration method to find the corresponding text blocks in next consecutive frames. By using intensity-hue-saturation (IHS) fusion method to enhance text block. This proposed algorithm working with rectangular sub-images, which obtained by down-sampling the frames at different levels of the pyramid, the speed of the algorithm can be increased We have tested our match algorithm in a large set of experiments with video clips recorded from television and achieved good matching results.
引用
收藏
页码:884 / 888
页数:5
相关论文
共 50 条
  • [21] Fast object tracking in digital video
    Park, DK
    Yoon, HS
    Won, CS
    IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - 2000 DIGEST OF TECHNICAL PAPERS, 2000, : 356 - 357
  • [22] Fast Digital Image Contrast Enhancement
    Thomas, Gabriel
    Flores-Tapia, Daniel
    Pistorius, Stephen
    2010 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE I2MTC 2010, PROCEEDINGS, 2010,
  • [23] Fast Video Quality Enhancement using GANs
    Galteri, Leonardo
    Seidenari, Lorenzo
    Bertini, Marco
    Uricchio, Tiberio
    Del Bimbo, Alberto
    PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, : 1065 - 1067
  • [24] Fast and robust text detection in images and video frames
    Ye, QX
    Huang, QM
    Gao, W
    Zhao, DB
    IMAGE AND VISION COMPUTING, 2005, 23 (06) : 565 - 576
  • [25] A Robust and Fast Text Extraction in Images and Video Frames
    Kumar, Anubhav
    Kaushik, Awanish Kr.
    Yadav, R. L.
    Anuradha
    ADVANCES IN COMPUTING, COMMUNICATION AND CONTROL, 2011, 125 : 342 - +
  • [26] Video enhancement through image registration based on structural similarity
    Amintoosi, M.
    Fathy, M.
    Mozayani, N.
    IMAGING SCIENCE JOURNAL, 2011, 59 (04): : 238 - 251
  • [27] Super-resolution enhancement of digital video
    Hardie, Russell C.
    Schultz, Richard R.
    Barner, Kenneth E.
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
  • [28] Caption location, tracking and enhancement in digital video
    Xu, JF
    Li, SF
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 700 - 703
  • [29] Temporal Consistency Enhancement for Digital Holographic Video
    Oh, Kwan-Jung
    Choo, Hyon-Gon
    Kim, Jinwoong
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2015, PT II, 2015, 9315 : 616 - 622
  • [30] New enhancement method for digital video applications
    Yang, YB
    Boroczky, L
    2002 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS, 2002, : 64 - 65