A UNIFIED APPROACH FOR WEAKLY SUPERVISED CRACK DETECTION VIA AFFINE TRANSFORMATION AND PSEUDO LABEL REFINEMENT

A unified approach for weakly supervised crack detection via affine transformation and pseudo label refinement

Abstract Consistent detection of cracks in engineering structures is essential for maintaining structural integrity.Deep neural networks perform well in this discipline, although their pixel-level labeling reliance increases labeling costs.Thus, weakly supervised learning methods have emerged.However, their labels are substantially worse quality th

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Kinesthetic imagery of musical performance

Musicians use different kinds of imagery.This review focuses on kinesthetic imagery, which has been shown to be an effective complement to actively playing an instrument.However, experience in actual movement performance seems to be a requirement for a recruitment of those brain areas representing movement ideation during imagery.An internal model

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