Cascade Image Matting with Deformable Graph Refinement

Yu, Zijian; Li, Xuhui; Huang, Huijuan; Zheng, Wen; Chen, Li

doi:10.1109/iccv48922.2021.00708

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Learning-based Matting Methods2

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2022

2023

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Cited by 10 publications

(2 citation statements)

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“…Automatic matting methods [7,[37][38][39][40][41][42][43] automatically predict the alpha matte of the foreground object (usually human) in the image. SHM [37] proposes the usage of neural networks for estimating trimaps followed by human matting.…”

Section: Learning-based Matting Methodsmentioning

confidence: 99%

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DCACNet: Dual context aggregation and attention-guided cross deconvolution network for medical image segmentation

Tian

et al. 2022

Computer Methods and Programs in Biomedicine

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Section: Learning-based Matting Methodsmentioning

confidence: 99%

“…HAttMatting [39] proposes the use of hierarchical attention modules to learn multi-scale context features, thereby improving the alpha matte estimation. CasDGR [41] refining the features extracted by residual U-Net, and then estimates the alpha matte.…”

Section: Learning-based Matting Methodsmentioning

confidence: 99%