Imbalanced defect classification for mobile phone screen glass using multifractal features and a new sampling method

Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination

(2016) Maofu Liu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Surface defect classification in large-scale strip steel image collection via hybrid chromosome genetic algorithm

(2016) Huijun Hu et al.   NEUROCOMPUTING

A new sampling method for classifying imbalanced data based on support vector machine ensemble

(2016) Chuanxia Jian et al.   NEUROCOMPUTING

Cry-based infant pathology classification using GMMs

(2016) Hesam Farsaie Alaie et al.   SPEECH COMMUNICATION

Touch screen defect inspection based on sparse representation in low resolution images

(2015) Lie-Quan Liang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Identification of surface defects on glass by parallel spectral domain optical coherence tomography

(2015) Zhiyan Chen et al.   OPTICS EXPRESS

Defect inspection and extraction of the mobile phone cover glass based on the principal components analysis

(2014) Di Li et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Application of multi-scale feature extraction to surface defect classification of hot-rolled steels

(2013) Ke Xu et al.   International Journal of Minerals Metallurgy and Materials

DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets

(2012) Mina Alibeigi et al.   DATA & KNOWLEDGE ENGINEERING

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

(2012) Sukarna Barua et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Classification of defects in steel strip surface based on multiclass support vector machine

(2012) Huijun Hu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Multiclass defect detection and classification in weld radiographic images using geometric and texture features

(2010) Ioannis Valavanis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fractal and multifractal analysis: A review

(2009) R. Lopes et al.   MEDICAL IMAGE ANALYSIS

1D-based defect detection in patterned TFT-LCD panels using characteristic fractal dimension and correlations

(2008) Du-Ming Tsai et al.   MACHINE VISION AND APPLICATIONS

Automatic inline defect detection for a thin film transistor–liquid crystal display array process using locally linear embedding and support vector data description

(2008) Yi-Hung Liu et al.   MEASUREMENT SCIENCE and TECHNOLOGY

AdaBoost with SVM-based component classifiers

(2007) Xuchun Li et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE