Abstract: Histogram of Oriented Gradients, or HOG, is an efficient method for extracting features from images that shows to be reliable in recognizing and detecting objects in a variety of conditions.

Abstract: This thesis introduces a fault feature extraction method that integrates crowned porcupine optimization (CPO)-optimized MNAD with the LCPSO-BP neural network, targeting the problems of ...