Nafaâ Nacereddine

Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters

Nafaâ Nacereddine, Aïcha Baya Goumeidane, Djemel Ziou · Computers in Industry · 2019 · 65 citations

Mixture Distribution, Image Analysis, Machine Learning +14

Weld Defect Detection In Industrial Radiography Based Digital Image Processing

Nafaâ Nacereddine, M. Zelmat, S. S. Belaïfa et al. · Zenodo (CERN European Organization for Nuclear Research) · 2007 · 53 citations · Full text

Multiclass Classification of Weld Defects in Radiographic Images Based on Support Vector Machines

Faiza Mekhalfa, Nafaâ Nacereddine · 2014 · 37 citations

Engineering, Machine Learning, Diagnosis +19

Computer-aided shape analysis and classification of weld defects in industrial radiography based invariant attributes and neural networks

Nafaâ Nacereddine, M. Tridi · International symposium on image and signal processing and analysis/ISPA ... · 2005 · 35 citations

Engineering, Industrial Engineering, Mechanical Engineering +21

Fusion-based shape descriptor for weld defect radiographic image retrieval

Nafaâ Nacereddine, Djemel Ziou, Latifa Hamami · The International Journal of Advanced Manufacturing Technology · 2013 · 29 citations

Geometric Modeling, Machine Vision, Image Analysis +10