Statistical Approach for Segmenting Unconstrained Handwritten Text lines

ثبت نشده
چکیده

The segmentation of unconstrained handwritten text lines into words is an important stage in word recognition systems. This paper addresses a methodology to overcome the challenges, which are amplified by the non-uniform spaces between words and overlapping components by using a few statistical approaches. The system was developed using Java 2 and ImageJ tool. In this approach, a text line image is scanned vertically, holding only the spatial information. A

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

Statistical Approach for Segmenting Unconstrained Handwritten Text lines

The segmentation of unconstrained handwritten text lines into words is an important stage in word recognition systems. This paper addresses a methodology to overcome the challenges, which are amplified by the non-uniform spaces between words and overlapping components by using a few statistical approaches. The system was developed using Java 2 and ImageJ tool. In this approach, a text line imag...

متن کامل

Performance of Statistics Based Line Segmentation System for Unconstrained Handwritten Text

Handwritten character recognition is a technique by which a computer system could recognize characters and other symbols written in natural handwriting. Segmentation decomposes the document image into subcomponents like lines, words and characters. To achieve greater accuracy, segmentation and recognition could not be treated independently. Most of the existing line segmentation methods have li...

متن کامل

A new scheme for unconstrained handwritten text-line segmentation

Variations in inter-line gaps and skewed or curled text-lines are some of the challenging issues in segmentation of handwritten text-lines. Moreover, overlapping and touching text-lines that frequently appear in unconstrained handwritten text documents significantly increase segmentation complexities. In this paper, we propose a novel approach for unconstrained handwritten text-line segmentatio...

متن کامل

Experiments in Unconstrained Offline Handwritten Text Recognition

A system for off-line handwritten text recognition is presented. It is characterized by a segmentation-free approach, i.e. whole lines of text are processed by the recognition module. The methods used for pre-processing, feature extraction, and statistical modelling are described, and several experiments on writer-independent, multiple writer, and single writer handwriting recognition tasks are...

متن کامل

Segmenting Arabic Handwritten Documents into Text lines and Words

In this paper, we present a method for segmenting Arabic handwritten documents into text lines and words. Text line segmentation is addressed by a well-known technique, the horizontal projection profile, in which autocorrelation is used to enhance the self similarity of this profile. This technique promotes the estimation of text line spacing. Word extraction is based on an adaptation of a know...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017