Deep learning models have significantly improved object detection, which is essential for visual sensing. However, their increasing complexity results in higher latency and resource …
Y Liu, Z Zhou, Y Wang, C Sun - Buildings, 2024 - mdpi.com
Real-time detection of workers is crucial in construction safety management. Deep learning- based detecting methods are valuable, but always challenged by the possibility of target …
M Tao, C Zhao, J Wang, M Tang - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
Multi-modal fusion methods combine the advantages of both point clouds and RGB images to boost the performance of 3D object detection. Despite the significant progress, we find …
J Zhang, W Huang, J Zhuang, R Zhang… - Journal of Marine Science …, 2024 - mdpi.com
Lightweight detection methods are frequently utilized for unmanned system sensing; however, to tackle the challenge of low precision in detecting small targets on the water's …
In object detection, Transformer-based models such as DETR have exhibited state-of-the-art performance, capitalizing on the attention mechanism to handle spatial relations and feature …
Y Liu, Y Li, M Jiang, S Wang, S Ye… - … Journal of Imaging …, 2024 - Wiley Online Library
In the field of medical image analysis, object detection plays a crucial role by providing interpretable diagnostic information to healthcare professionals. Although current object …
X Sha, Z Guo, Z Guan, W Li, S Wang… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Successfully detecting small pedestrians through vehicle camera sensors would greatly facilitate the development of autonomous driving safety applications. However, the existing …
W Chen, G Yang, B Zhang, J Li, Y Wang, H Shi - Displays, 2024 - Elsevier
In the context of 3C assembly scenarios, characterized by numerous semi-flexible, heterogeneous, and small slender targets, traditional target detection algorithms face …
J Gao, H Han, LI Hanshan - IEEE Access, 2024 - ieeexplore.ieee.org
In order to solve the superimposed image distortion caused by explosion shock wave and shooting tilt in warhead explosion test, and the problem of small target of the fragment …