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 ...
AlphaGalileo

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 for UAV-based remote ...
IEEE

ESPPNet: An Efficient Progressive Spatial Pyramid Pooling Network for Real-Time Traffic Object Detection

Abstract: Traffic object detection based on computer vision (CV) can usually be deployed on the embedded computing platform of autonomous vehicles or autonomous aerial vehicles (AAVs), to provide ...
IEEE

LOSA: Learnable Online Style Adaptation for Test-Time Domain Adaptive Object Detection

Abstract: Domain adaptive object detection methods for remote sensing images (RSIs) typically rely on large-scale target-domain data and multiepoch offline adaption training. However, the wide ...