Document image binarization based on topographic analysis using a water flow model

نویسندگان

  • In Kwon Kim
  • Dong-Wook Jung
  • Rae-Hong Park
چکیده

This paper proposes a local adaptive thresholding method based on a water #ow model, in which an image surface is considered as a three-dimensional (3-D) terrain. To extract characters from backgrounds, we pour water onto the terrain surface.Water #ows down to the lower regions of the terrain and "lls valleys. Then, the thresholding process is applied to the amount of "lled water for character extraction, in which the proposed thresholding method is applied to gray level document images consisting of characters and backgrounds. The proposed method based on a water #ow model shows the property of locally adaptive thresholding. Computer simulation with synthetic and real document images shows that the proposed method yields e!ective adaptive thresholding results for binarization of document images. 2001 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Document Analysis And Classification Based On Passing Window

In this paper we present Document analysis and classification system to segment and classify contents of Arabic document images. This system includes preprocessing, document segmentation, feature extraction and document classification. A document image is enhanced in the preprocessing by removing noise, binarization, and detecting and correcting image skew. In document segmentation, an algorith...

متن کامل

Ancient Document Images Enhancement Using Phase Based Binarization

In this paper, we present a phase-based binarization model for degraded document images, also a post processing method that can improve any binarization method and a ground truth generation tool. Usually, many binarization techniques are implemented in the literature for different types of binarization problems. It include an adaptive image contrast based document image binarization technique t...

متن کامل

Improved Degraded Document images Using Phase Based Binarization

Image binarization plays major role for document image binarization. Scanning and printing of documents can degrades their visibility that makes difficult to understand them. This paper has proposed a new technique which has ability to binarized documents in efficient manner. In the proposed method, a phase-based binarization model for document images is proposed, as well as a post processing m...

متن کامل

Document Image Binarization

Principal stage of the document image analysis procedure is the binarization, according to which the pixels are classified into text and background. It is a crucial stage that can affect further stages including the final character recognition stage. This thesis is focused on document image binarization, including both binarization techniques and evaluation methodologies. Specifically, accordin...

متن کامل

Improving Degraded Ancient Document Images Using Phase-based Binarization Model

Here presenting a phase-based binarization model for ancient document images, and also a post processing method which can improve any binarization method and a ground truth generation tool. Three feature maps derived from the phase information of an input document image form the core of this binarization model. These features are the maximum moment of phase corresponding to covariance, a locall...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Pattern Recognition

دوره 35  شماره 

صفحات  -

تاریخ انتشار 2002