3 papers
eess.SP2026
Radar Intelligent Detection with Coarse-Grained Labels
Chuanfei Zang, Yumiao Wang, Xingyu Chen +3
Many deep learning based radar target detectors rely on range-cell level labels for training, which are expensive to obtain. To reduce the labeling burden, this paper presents a tr…
eess.SP2026
A Robust Learning Framework for Deep-Learning-Based Radar Target Detection With Partially Mislabeled Training Data
Chuanfei Zang, Yiru Lin, Yumiao Wang +3
Deep-learning-based radar target detection has substantially improved detection performance, but its effectiveness depends critically on the correctness of the training labels assi…
eess.SP2025
LCB-CV-UNet: Enhanced Detector for High Dynamic Range Radar Signals
Yanbin Wang, Xingyu Chen, Yumiao Wang +4
We propose the LCB-CV-UNet to tackle performance degradation caused by High Dynamic Range (HDR) radar signals. Initially, a hardware-efficient, plug-and-play module named Logarithm…