Multi-task feature-aligned head in one-stage object detection

Existing one-stage detectors usually use two decoupled branches to optimize two subtasks, i.e., object localization and classification. However, this design paradigm will lead to misalignment of spatial features due to inconsistency in localization and classification. To mitigate this problem, we pr...

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Veröffentlicht in:	Signal, image and video processing image and video processing, 2023-06, Vol.17 (4), p.1345-1353
Hauptverfasser:	Liu, Zeting, Shao, Mingwen, Sun, Yuantao, Peng, Zilu
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computer Imaging Computer Science Detectors Image Processing and Computer Vision Localization Misalignment Modules Multimedia Information Systems Object recognition Original Paper Pattern Recognition and Graphics Signal,Image and Speech Processing Vision
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