PointINS: Point-Based Instance Segmentation

In this paper, we explore the mask representation in instance segmentation with Point-of-Interest (PoI) features. Differentiating multiple potential instances within a single PoI feature is challenging, because learning a high-dimensional mask feature for each instance using vanilla convolution dema...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2022-10, Vol.44 (10), p.6377-6392
Hauptverfasser:	Qi, Lu, Wang, Yi, Chen, Yukang, Chen, Ying-Cong, Zhang, Xiangyu, Sun, Jian, Jia, Jiaya
Format:	Artikel
Sprache:	eng
Schlagworte:	Cognitive tasks Convolution Detectors Feature extraction Image segmentation Instance segmentation Learning Object detection Representations Semantics single-point feature Training
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