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Author

Depeng Gao

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Open access Oct 2026

DCA-Net: Deep Context Aggregation Network for Remote Sensing Object Detection

Object detection in remote sensing scenarios faces multiple challenges, primarily manifested in multi-scale objects, class imbalance, densely packed small targets, and occlusion. To address these issues, we propose DCA-Net, an object detection method based on deep context aggregation. Built upon the YOLO architecture,...

De-Peng Gao, Chang-Ping Li, Yu-Qi Ding et al. · 0 citations
Open access Aug 2026

An Adaptive MVMD-Based Stacking Ensemble Framework for Bearing Reliability Assessment and Prediction

Rolling element bearings are critical components in rotating machinery, yet assessing and predicting their reliability under heavy industrial noise remains challenging. Existing methods suffer from three major limitations: (1) single-channel signal processing and single-scale indicators lack robustness against non-stat...

Yifan Yu, Shu-Xi Chen, Li-Ting Lei et al. · 0 citations

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