Abstract: Class imbalance significantly hampers recognition accuracy in image classification, which is particularly prevalent in special field datasets. Traditional methodologies addressing imbalance, ...

Abstract: Deep convolutional neural networks (CNNs) have proven their effectiveness and are widely acknowledged as the dominant method for image classification. However, their lack of explainability ...