IEEE

Real-Time Vehicle Detection and Instance Segmentation for ADAS Using the YOLOv11-SEG Model: A Deep Learning Approach

Abstract: This paper introduces YOLOv11-SEG, a real-time vehicle detection with instance segmentation using deep learning for Advanced Driver Assistance Systems (ADAS) and autonomous driving. The C3k2 ...
IEEE

Real-time Car Part Instance Segmentation: the Comparison of the State-of-the-Art

Abstract: This study investigates Deep Learning’s (DL) impact on car part segmentation, particularly through Convolutional Neural Networks (CNNs). While frameworks like Mask R-CNN improve object ...
Frontiers

Predicting Isocitrate Dehydrogenase Status in Glioma Using Hierarchical Attention-Based Deep 3D Multiple Instance Learning

The final, formatted version of the article will be published soon. Background: According to the 2021 WHO classification of tumors of the central nervous system, isocitrate dehydrogenase (IDH) status ...