Author

Qiang Wang

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2026

RAG-Net: Relational-Context Auxiliary Geometric-Regression Network for Tiny Object Detection in Remote Sensing Images

Tiny object detection in remote sensing images is challenged by weak features, spatial detail loss, and extreme sensitivity to localization shifts. To tackle these issues, we propose RAG-Net, a unified detector built upon YOLOv12n. It leverages the Global Relational Context Hub module to reinforce weak features by inte...

Qiang Wang, Rui-Han Bai, Yu Zhou et al. · IEEE Signal Processing Lette... · 0 citations

Open access 2026

A Frequency-Aware and Multiscale Aligned Framework for Fine-Grained Object Detection in Remote Sensing Imagery

A frequency-aware and multiscale aligned framework for YOLO-based detectors that improves detection accuracy in most settings and generalizes across aircraft and ship targets is proposed.

Qiang Wang, Rui-Han Bai, Yan Zhang et al. · IEEE Journal of Selected Top... · 0 citations

Open access 2026

Anomaly Detection and Recognition in Complex Commercial Kitchen Environments

A complete framework that combines data construction and detection model enhancement, developed by integrating three complementary modules from prior studies, indicates that the proposed method provides a practical solution for complex kitchen anomaly detection and intelligent food-safety monitoring.

Shaoyan Yang, Qiang Wang, Yu Zhou et al. · IEEE Access · 0 citations