Classification of urinary sediments image based on Bayesian classifier

被引：5

作者：

Dong, Liyan ^{[1
]}

Yuan, Senmiao ^{[1
]}

Liu, Guangyuan ^{[1
]}

Zhou, Lingyan ^{[1
]}

Li, Yongli ^{[2
]}

机构：

[1] Jilin Univ, Coll Comp Sci & Technol, Changchun 130012, Peoples R China

[2] Northeast Normal Univ, Sch Comp, Changchun 130024, Peoples R China

来源：

2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS | 2007年

基金：

中国国家自然科学基金;

关键词：

Bayesian classifier; image classification; feature extraction; feature selection;

D O I：

10.1109/ICMA.2007.4303603

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper a new method of classification of image in medical domain was introduced. Since the traditional way of diagnosis is slow, time-consuming and heavy-workload, the result is largely influenced by the experience of doctor. The new way of classification can largely improve the efficiency and accuracy in diagnosis. The method is based on Naive Bayesian classification. After distinguishing the visible compositions, feature extraction and feature selection, we can get a naive Bayesian classifier which can be used in classifying of object entities. Experiments show that the new method is suitable for image classification.

引用

页码：556 / +

页数：2

共 50 条

[1] Classification of Haematococcus pluvialis cells based on Bayesian Classifier
Cui, Shigang
Sun, Chen
Zhang, Yongli
He, Lin
Li, Xinqi
Zhang, Jingyu
2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 4017 - 4021
[2] Classification analysis for iris data sets based on simple Bayesian classifier
Ali, JMH
Hassanien, AE
7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS: INFORMATION SYSTEMS, TECHNOLOGIES AND APPLICATIONS: II, 2003, : 322 - 327
[3] Classification of Micro-blog Sentiment Based on Naive Bayesian Classifier
Ou, Xiaoheng
Cao, Yan
Mu, Xiangwei
LISS 2013, 2015, : 585 - 589
[4] Automated Textile Defect Classification by Bayesian Classifier Based on Statistical Features
Habib, Md. Tarek
Shuvo, Shaon Bhatta
Uddin, Mohammad Shorif
Ahmed, Farruk
2016 INTERNATIONAL WORKSHOP ON COMPUTATIONAL INTELLIGENCE (IWCI), 2016, : 101 - 105
[5] 3D Model Classification Based on Bayesian Classifier with AdaBoost
Gao, Xue-Yao
Li, Kai-Peng
Zhang, Chun-Xiang
Yu, Bo
DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021
[6] Classification of Sci-tech Innovative Talents Based on Bayesian Classifier
Xue Yu
Zhang Wenyu
Wu Nannan
2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, : 56 - 60
[7] Naive Bayesian classifier for hydrophobicity classification of overhead polymeric insulators using binary image features with ambient light compensation
Jayabal, Rajamohan
Karuppaiyan, Vijayarekha
Sidharthan, Rakesh Kumar
HIGH VOLTAGE, 2019, 4 (04) : 324 - 332
[8] AN EXTENDED PROBABILISTIC COLLABORATIVE REPRESENTATION BASED CLASSIFIER FOR IMAGE CLASSIFICATION
Lan, Rushi
Zhou, Yicong
2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2017, : 1392 - 1397
[9] Hybrid Bayesian Classifier for Improved Classification Accuracy
Kumar, Uttam
Raja, S. Kumar
Mukhopadhyay, Chiranjit
Ramachandra, T. V.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2011, 8 (03) : 474 - 477
[10] Trajectory tracking method based on Bayesian classifier for pulse array image sensor
Zhang, Peiwen
Xu, Jiangtao
Gao, Zhiyuan
Nie, Kaiming
Gao, Jing
OPTICAL ENGINEERING, 2023, 62 (03)

← 1 2 3 4 5 →