Tech Xplore

Lightweight framework enables faster, more accurate object detection for UAV remote sensing

Remote sensing object detection is a rapidly growing field in artificial intelligence, playing a critical role in advancing ...
IEEE

SOE-YOLO: A Small-Object Enhancement Detection Network

Abstract: With the development of deep convolutional neural networks, significant progress has been made in object detection over the past few years. Current detection algorithms demonstrate high ...
EurekAlert!

Lightweight UAV object detection with reparameterized convolutions and shallow fusion networks

Researchers at Osaka Metropolitan University have developed SORA-DET, a lightweight and high-performance deep learning model ...
IEEE

Memory-Augmented Detection Transformer for Few-Shot Object Detection in Remote Sensing Imagery

Abstract: The few-shot object detection (FSOD) in remote sensing (RS) faces a fundamental challenge in balancing contextual feature learning with the representation stability. Current approaches ...