IEEE

Efficient Maritime Traffic Flow Analysis Using YOLOv8 and DeepSORT for Vessel Detection and Tracking

Abstract: This study presents a novel method for vessel traffic flow analysis based on video image recognition, utilizing the YOLOv8 object detection algorithm and the DeepSORT multi-object tracking ...
IEEE

GAF-TCN NILM: A Novel Approach to Non-Intrusive Load Monitoring Using Image Analysis with Gramian Angular Field and Temporal Convolutional Networks

Abstract: Accurately disaggregating household energy consumption into individual appliance usage is a vital aspect of Non-intrusive Load Monitoring (NILM), crucial for optimizing energy efficiency and ...