Hybrid Task Cascade for Instance Segmentation

Cascade is a classic yet powerful architecture that has boosted performance on various tasks. However, how to introduce cascade to instance segmentation remains an open question. A simple combination of Cascade R-CNN and Mask R-CNN only brings limited gain. In exploring a more effective approach, we...

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Veröffentlicht in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) S. 4969 - 4978
Hauptverfasser:	Chen, Kai, Pang, Jiangmiao, Wang, Jiaqi, Xiong, Yu, Li, Xiaoxiao, Sun, Shuyang, Feng, Wansen, Liu, Ziwei, Shi, Jianping, Ouyang, Wanli, Loy, Chen Change, Lin, Dahua
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2019
Schlagworte:	Categorization Computer architecture Computer vision Convolutional codes Instance segmentation Object detection Pattern recognition Recognition: Detection Retrieval Semantic segmentation
ISSN:	1063-6919
Online-Zugang:	Volltext
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