HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection

Decoupling the sibling head has recently shown great potential in relieving the inherent task-misalignment problem in two-stage object detectors. However, existing works design similar structures for the classification and regression, ignoring task-specific characteristics and feature demands. Besid...

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Veröffentlicht in:	IEEE transactions on image processing 2021, Vol.30, p.9456-9469
Hauptverfasser:	Li, Wuyang, Chen, Zhen, Li, Baopu, Zhang, Dingwen, Yuan, Yixuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Agglomeration Classification Cognition Decoupling Feature extraction Location awareness Misalignment Modules Object detection Object recognition Representations Semantics Task analysis task-decoupled framework
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