IEEE

SVM Active Learning Approach for Image Classification Using Spatial Information

Abstract: In the last few years, active learning has been gaining growing interest in the remote sensing community in optimizing the process of training sample collection for supervised image ...
IEEE

EffNet-SVM: A Hybrid Model for Diabetic Retinopathy Classification Using Retinal Fundus Images

Abstract: The manual diagnosis of diabetic retinopathy (DR) is often invasive, time-consuming, expensive, and prone to human error. Additionally, it can be subjective ...
Scientific Research Publishing

Research on PolSAR Image Classification Method Based on Vision Transformer Considering Local Information ()

In response to the problem of inadequate utilization of local information in PolSAR image classification using Vision Transformer in existing studies, this paper proposes a Vision Transformer method ...
Scientific Research Publishing

Feature Selection for Image Classification Based on a New Ranking Criterion ()

In this paper, a feature selection method combining the reliefF and SVM-RFE algorithm is proposed. This algorithm integrates the weight vector from the reliefF into SVM-RFE method. In this method, the ...