Abstract: Recently, deep neural networks have improved the performance of polarimetric synthetic aperture radar (PolSAR) image classification. Nonetheless, traditional approaches based on deep ...
Abstract: Imbalanced image classification faces critical challenges in balancing the quality and diversity of synthetic minority samples. This article proposes the improved estimation distribution ...
Integrating deep learning in optical microscopy enhances image analysis, overcoming traditional limitations and improving classification and segmentation tasks.