Feature Alignment in Anchor-Free Object Detection

Most anchor-free methods perform object detection using dense recommendation, which assumes that one point can simultaneously conduct accurate category prediction and regression estimation. However, due to different task drivers, valid features for classification and regression may locate at distinc...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2023-08, Vol.33 (8), p.1-1
Hauptverfasser:	Gao, Feng, Cai, Yeyun, Deng, Fang, Yu, Chengpu, Chen, Jie
Format:	Artikel
Sprache:	eng
Schlagworte:	Alignment Anchor-Free Models Classification Convolution Detectors Feature Alignment Feature extraction Formability Misalignment Multilayers Object detection Object recognition Proposals Regression Task analysis Training
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