2022
DOI: 10.1007/978-3-031-18050-7_33
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Image Classification Applied to the Problem of Conformity Check in Industry

Abstract: This paper shows the application of several learning-based image classification techniques to conformity check, which is a common problem in industrial visual inspection. The approaches are based on processing 2D images. First, a classification pipeline has been developed. An effort has been invested into choosing an appropriate classifier. First experiment was performed with HoG features (Histogram Of Gradient) and Support Vector Machine (SVM). Further, to improve accuracy, we employed a bag of visual words (… Show more

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