An unsupervised-learning-based approach for automated defect inspection on textured surfaces
S Mei, H Yang, Z Yin - IEEE transactions on instrumentation …, 2018 - ieeexplore.ieee.org
Automated defect inspection has long been a challenging task especially in industrial
applications, where collecting and labeling large amounts of defective samples are usually …
applications, where collecting and labeling large amounts of defective samples are usually …
Brain asymmetry detection and machine learning classification for diagnosis of early dementia
NJ Herzog, GD Magoulas - Sensors, 2021 - mdpi.com
Early identification of degenerative processes in the human brain is considered essential for
providing proper care and treatment. This may involve detecting structural and functional …
providing proper care and treatment. This may involve detecting structural and functional …
An autonomous technique for weld defects detection and classification using multi-class support vector machine in X-radiography image
M Malarvel, H Singh - Optik, 2021 - Elsevier
Non-destructive tests are a major evaluation process in the metal, oil, and gas industries. In
these industries, weld defect inspection is one of the important parts of testing. Manual …
these industries, weld defect inspection is one of the important parts of testing. Manual …
Automated oral squamous cell carcinoma identification using shape, texture and color features of whole image strips
Despite profound knowledge of the incidence of oral cancers and a large body of research
beyond it, it continues to beat diagnosis and treatment management. Post physical …
beyond it, it continues to beat diagnosis and treatment management. Post physical …
Study of morphological and textural features for classification of oral squamous cell carcinoma by traditional machine learning techniques
Background Oral squamous cell carcinoma (OSCC) is the most prevalent form of oral
cancer. Very few researches have been carried out for the automatic diagnosis of OSCC …
cancer. Very few researches have been carried out for the automatic diagnosis of OSCC …
Textural pattern classification for oral squamous cell carcinoma
Despite being an area of cancer with highest worldwide incidence, oral cancer yet remains
to be widely researched. Studies on computer‐aided analysis of pathological slides of oral …
to be widely researched. Studies on computer‐aided analysis of pathological slides of oral …
Automatic classification of flying bird species using computer vision techniques
Bird populations are identified as important biodiversity indicators, so collecting reliable
population data is important to ecologists and scientists. However, existing manual …
population data is important to ecologists and scientists. However, existing manual …
Comparison of Support Vector Machine (SVM), K-Nearest Neighbor (K-NN), and Stochastic Gradient Descent (SGD) for Classifying Corn Leaf Disease based on …
F Solihin, M Syarief, EMS Rochman… - Elinvo (Electronics …, 2023 - journal.uny.ac.id
Image classification involves categorizing an image's pixels into specific classes based on
their unique characteristics. It has diverse applications in everyday life. One such application …
their unique characteristics. It has diverse applications in everyday life. One such application …
A hybrid model of PSO algorithm and artificial neural network for automatic follicle classification
Polycystic Ovarian Syndrome (PCOS) is one of the leading causes of infertility in the world,
but is a preventable disease when detected early. Detection of follicles in ultrasound images …
but is a preventable disease when detected early. Detection of follicles in ultrasound images …
Dynamic weights equations for converting grayscale image to RGB image
SAH Alrubaie, AH Hameed - … of University of Babylon for Pure …, 2018 - journalofbabylon.com
The method of converting color images from the RGB color system to grayscale images is a
simple operation by using the fixed weights method of conversion, but using the same …
simple operation by using the fixed weights method of conversion, but using the same …