Research on Improved Attentional Video Instance Segmentation Algorithm

Video instance segmentation extends the concept of image instance segmentation through incorporating tracking approaches to address problems faced during object detection tasks, such as dense occlusion. Traditional Transformer-based methods, such as segmentation tracking, have a number of drawbacks,...

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Veröffentlicht in:	International Conference on Industrial Mechatronics and Automation (Online) S. 2128 - 2133
Hauptverfasser:	Zhang, Wen, Mei, Konghao, Sun, Zhexuan, Chen, Guangkun, Lv, Shengrong
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 06.08.2023
Schlagworte:	Deformable attention Image coding Image segmentation Measurement Mechatronics Object detection Relative position encoding Training Transformer Transformers Video instance segmentation
ISSN:	2152-744X
Online-Zugang:	Volltext
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