Publications by authors named "Yuyong Cui"
A Refined and Efficient CNN Algorithm for Remote Sensing Object Detection.
Sensors (Basel)
November 2024
Article Synopsis
- Remote sensing object detection (RSOD) is key for applications like resource management, disaster risk assessment, and urban planning, but detecting small, dense, and complexly arranged objects remains challenging.
- The paper introduces RE-YOLO, a refined object-detection algorithm that uses a specially designed module (REM) to balance computational efficiency and feature extraction, along with a RE_CSP block for better handling of multi-scale information.
- Additionally, the algorithm employs a three-branch path aggregation network (TBPAN) for integrating various information levels and has shown superior performance in extensive tests on large remote sensing datasets compared to existing algorithms.