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

SCASNet: Spatial Context-Aware Selection Network for Small Object Detection in Aerial Imagery

Abstract: The detection of small objects within intricate backgrounds poses a significant challenge in the domain of aerial image object detection. In this manuscript, a spatial context-aware ...
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

Automatic Object Detection-and-Counting Method Using Single-Shot Self-Supervised Learning and 3D Sensing in Resource-Limited Environments

Abstract: Custom object detection systems are essential for meeting the specialized requirements of diverse applications, including manufacturing and biomedical engineering. Conventional deep-learning ...