AUTOMATIC SELECTION OF STRUCTURING ELEMENT FOR BENGALI NUMERAL RECOGNITION

BHABATOSH CHANDA; BIDYUT B. CHAUDHURI

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AUTOMATIC SELECTION OF STRUCTURING ELEMENT FOR BENGALI NUMERAL RECOGNITION

机译：孟加拉数字识别的结构元素的自动选择

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摘要

How to select a structuring element for a given task is one of the most frequently asked questions in morphology. The present work tries to find a solution for a restricted class of problems, in the domain of shape classification. In this work an algorithm that extracts distinctive structure of each of a given set of objects, which can be used as the structuring elements for object classification system employing the hit-and-miss transformation, is proposed. The proposed algorithm is based on a new measure of local shape property. The method is used to develop a system for Bengali numeral recognition.

机译：如何为给定任务选择结构化元素是形态学中最常见的问题之一。本工作试图在形状分类的领域中找到针对受限问题的解决方案。在这项工作中，提出了一种算法，该算法提取给定对象集合中每个对象的独特结构，可以用作采用命中和缺失变换的对象分类系统的结构化元素。所提出的算法基于一种新的局部形状特性度量。该方法用于开发孟加拉数字识别系统。

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来源
《International Journal of Pattern Recognition and Artificial Intelligence》 |2003年第2期|p.215-229|共15页
作者
BHABATOSH CHANDA; BIDYUT B. CHAUDHURI;
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作者单位

Electronics & Communication Sciences Unit, Indian Statistical Institute, 203 B.T. Road, Kolkata 700108, India;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
binary object; mathematical morphology; hit-and-miss; structuring element; shape classification; distance transforms;

机译：二元对象;数学形态;命中与缺失;结构元素;形状分类;距离变换;

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1. Convolutional Neural Network based Handwritten Bengali and Bengali-English Mixed Numeral Recognition [J] . M. A. H. Akhand, Mahtab Ahmed, M. M. Hafizur Rahman International Journal of Image, Graphics and Signal Processing . 2016,第9期

机译：基于卷积神经网络的手写孟加拉语和孟加拉-英语混合数字识别
2. Improved low-cost recognition system for handwritten Bengali numerals [J] . Md Aktaruzzaman, Tewodros Mulugeta Dagnew, Massimo Walter Rivolta, International Journal of Computer Applications in Technology . 2020,第4期

机译：提高手写孟加拉数字的低成本识别系统
3. Recognition of Spoken Bengali Numerals Using MLP, SVM, RF Based Models with PCA Based Feature Summarization [J] . Gupta Avisek, Sarkar Kamal The international arab journal of information technology . 2018,第2期

机译：使用基于MLP，SVM，RF的模型和基于PCA的特征汇总识别孟加拉语数字
4. A novel scheme for Bengali handwriting recognition based on morphological operations with adaptive auto-generated structuring elements [C] . Priyanka Das, Tanmoy Dasgupta, Samar Bhattacharya International Conference on Control, Instrumentation, Energy Communication . 2016

机译：基于形态学运算和自适应自动生成结构元素的孟加拉语手写识别新方案
5. Automatic segmentation and recognition of unconstrained handwritten numeral strings [D] . Sadri, Javad 2007

机译：自动分割和识别不受约束的手写数字字符串
6. Structural basis for the recognition of transiently structured AU-rich elements by Roquin [O] . Oliver Binas, Jan-Niklas Tants, Stephen A Peter, 2020

机译：Roquin识别瞬态结构的富AU元素的结构基础
7. BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural Networks [O] . Abu Sufian, Anirudha Ghosh, Avijit Naskar, 2020

机译：BDNET：孟加拉手写数字位数识别浓密连接的卷积神经网络
8. Multi-Hypothesis Structures, Taxonomies and Recognition of Tactical Elements for Combat Identification Fusion [R] . Schuck, T. M. , Hunter, J. B. , Wilson, D. D. 2004

机译：战斗识别融合的多假设结构，分类及战术要素识别

AUTOMATIC SELECTION OF STRUCTURING ELEMENT FOR BENGALI NUMERAL RECOGNITION

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