Nature

Deep Learning Techniques for Object Detection Systems

Deep learning has revolutionised object detection by automating the localisation and classification of items within images. Contemporary systems employ convolutional neural network (CNN) backbones to ...
Nature

Deep Learning Applications for Maritime Object Detection articles from across Nature Portfolio

Deep-learning-based maritime ship target detection is a key technology in fields such as ship navigation, water surface security, and military early warning. Considering the inherent limitations of ...

Umashanker Bandari presents smart surveillance research at CONIT 2026

Umashanker Bandari's co-authored IEEE Xplore paper explores a context-aware deep learning framework for accurate, efficient, real-time multi-object detection in traffic surveillance, addressing ...
BIOENGINEER

Ensemble AI Model Sharpens Night Vision Object Detection for Autonomous Vehicles

A new ensemble deep learning framework called EnPreNiNet, paired with a night image enhancement technique, achieved a reported mean Average Precision of 76.3 percent for multi-object detection in ...
BIOENGINEER

Researchers Model Drone Vision System Combining YOLO Detection and Optical Transmission

A computer vision framework combines YOLO object detection, geometric localization, and modeled visible light communication ...