IEEE

HSN-Net: A Hybrid Segmentation Neural Network for High-Resolution Road Extraction

Abstract: Road network information is a core component of online maps and plays a crucial role in navigation, urban planning, and traffic management. Convolutional neural networks (CNNs) have ...
IEEE

Single Image Super-Resolution Through Image Pixel Information Clustering and Generative ...

Abstract: Recent advances in Super-Resolution (SR) image reconstruction using Convolutional Neural Networks (CNNs) have encountered significant challenges in effectively modeling the complex mapping ...