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Author:

Zhao, Tianxue (Zhao, Tianxue.) | Sun, Guangmin (Sun, Guangmin.) (Scholars:孙光民) | Zhang, Cheng (Zhang, Cheng.) | Chen, Deming (Chen, Deming.)

Indexed by:

EI Scopus

Abstract:

This paper adopts combination of DWT and neural network methods to locate the text region. After analyzing the characteristic of video text, the feature of kurtosis is first used in the field of text extraction, which improves the locating accuracy considerably. The OCR accuracy is also improved by using the Shannon interpolation method and Niblack adaptive thresholding method to enhance the video text extracted. Experiments show the methods mentioned above improve the locating accuracy to about 90.4% and the OCR accuracy to about 85.1%. © 2008 IEEE.

Keyword:

Video signal processing Text processing Higher order statistics Industrial electronics Interpolation Discrete wavelet transforms

Author Community:

  • [ 1 ] [Zhao, Tianxue]Department of Electronic Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Sun, Guangmin]Department of Electronic Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Zhang, Cheng]Department of Electronic Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 4 ] [Chen, Deming]Department of Electronic Engineering, Beijing University of Technology, Beijing 100022, China

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Year: 2008

Page: 1215-1218

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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