目标检测是计算机视觉领域的重要研究任务, 在机器人, 自动驾驶, 工业检测等方面应用广泛.
在深度学习理论的基础上, 系统性总结了目标检测算法的发展与研究现状, 对两类算法的特点 …

Detecting and characterizing spikes from wheat field images is essential in wheat growth
monitoring for precision farming. Along with various technological developments, deep …

The most significant technical challenges of current aerial image object-detection tasks are
the extremely low accuracy for detecting small objects that are densely distributed within a …

In the practical application scenarios of safety helmet detection, the lightweight algorithm
You Only Look Once (YOLO) v3-tiny is easy to be deployed in embedded devices because …

The maturity level of tomato is a key factor of tomato picking, which directly determines the
transportation distance, storage time, and market freshness of postharvest tomato. In view of …

Vision-based target detection and segmentation has been an important research content for
environment perception in autonomous driving, but the mainstream target detection and …

The detection of lithium battery shell defects is an important aspect of lithium battery
production. The presence of pits, R-angle injuries, hard printing, and other defects on the …

Counting steel bars is a routine daily task for steel manufacturers and most building
construction sites. Currently, counting is usually performed manually, which is laborious …

Fire-detection technology is of great importance for successful fire-prevention measures.
Image-based fire detection is one effective method. At present, object-detection algorithms …

Online quality monitoring is important in liquid rocket engine nozzle (LREN) welding
procedures. Convolutional neural networks (CNNs) are widely applied in welding quality …