Comparison of intelligent classification techniques applied to marble classification

被引：0
|
作者：
Sousa, JMC [1 ]
Pinto, JRC [1 ]
机构：
[1] Univ Tecn Lisboa, Inst Super Tecn, Dept Mech Engn, GCAR,IDMEC, P-1049001 Lisbon, Portugal
来源：
IMAGE ANALYSIS AND RECOGNITION, PT 2, PROCEEDINGS | 2004年 / 3212卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Automatic marbles classification based on their visual appearance is an important industrial issue. However, there is no definitive solution to the problem, mainly due to the presence of randomly distributed high number of different colors and due to the subjective evaluation made by human experts. In this paper, we present a study of soft computing classification algorithms, which proved to be a valuable tool to be applied in this type of problems. Fuzzy, neural, simulated annealing, genetic and combinations of these approaches are compared. Color and vein classification of marbles are compared. The combination of fuzzy classifiers optimized by genetic algorithms revealed to be the best classifier for this application.
引用
收藏
页码：802 / 809
页数：8
相关论文
共 50 条
  • [21] Web-services classification using intelligent techniques
    Mohanty, Ramakanta
    Ravi, V.
    Patra, M. R.
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (07) : 5484 - 5490
  • [22] Artificial intelligent techniques for palm date varieties classification
    Khriji L.
    Ammari A.C.
    Awadalla M.
    International Journal of Advanced Computer Science and Applications, 2020, 11 (09): : 489 - 495
  • [23] Computational Intelligent Techniques and Similarity Measures for Malware Classification
    Shankarpani, M. K.
    Kancherla, K.
    Movva, R.
    Mukkamala, S.
    COMPUTATIONAL INTELLIGENCE FOR PRIVACY AND SECURITY, 2012, 394 : 215 - 236
  • [24] Web Services Classification Based on Intelligent Clustering Techniques
    Gao, Huiying
    Stucky, Wolffried
    Liu, Lei
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 3, PROCEEDINGS, 2009, : 242 - +
  • [25] Hybrid intelligent techniques for MRI brain images classification
    El-Dahshan, El-Sayed Ahmed
    Hosny, Tamer
    Salem, Abdel-Badeeh M.
    DIGITAL SIGNAL PROCESSING, 2010, 20 (02) : 433 - 441
  • [26] Beach hydromorphological classification through image classification techniques applied to remotely sensed data
    Teodoro, A. C.
    Pais-Barbosa, J.
    Veloso-Gomes, F.
    Taveira-Pinto, F.
    REMOTE SENSING FOR ENVIRONMENTAL MONITORING, GIS APPLICATIONS, AND GEOLOGY IX, 2009, 7478
  • [27] Imbalance Reduction Techniques Applied to ECG Classification Problem
    Kozal, Jedrzej
    Ksieniewicz, Pawel
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING (IDEAL 2019), PT II, 2019, 11872 : 323 - 331
  • [28] Comparison of multivariate preprocessing techniques as applied to electronic tongue based pattern classification for black tea
    Palit, Mousumi
    Tudu, Bipan
    Bhattacharyya, Nabarun
    Dutta, Ankur
    Dutta, Pallab Kumar
    Jana, Arun
    Bandyopadhyay, Rajib
    Chatterjee, Anutosh
    ANALYTICA CHIMICA ACTA, 2010, 675 (01) : 8 - 15
  • [29] Comparison of Multivariate Normalization Techniques as Applied to Electronic Nose Based Pattern Classification for Black Tea
    Tudu, Bipan
    Bhattacharyya, Nabarun
    Kow, Bikram
    Bandyopadhyay, Rajib
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY, 2008, : 254 - +
  • [30] NUMERICAL CLASSIFICATION TECHNIQUES APPLIED TO FOREST TREE DISTRIBUTION DATA .1. COMPARISON OF METHODS
    BOOTH, TH
    AUSTRALIAN JOURNAL OF ECOLOGY, 1978, 3 (03): : 297 - 306
12345