Alpha matting for portraits using encoder-decoder models

Image matting is a technique used to extract the foreground and background from a given image. In the past, classical algorithms based on sampling, propagation, or a combination of the two were used to perform image matting; however, most of these have produced poor results when applied to images wi...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 81; no. 10; pp. 14517 - 14528
Main Authors:	Srivastava, Akshat, Raghu, Srivatsav, Thyagarajan, Abitha K, Vaidyaraman, Jayasri, Kothandaraman, Mohanaprasad, Sudheendra, Pavan, Goel, Avinav
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2022 Springer Nature B.V
Subjects:	Algorithms Coders Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Encoders-Decoders Industry standards Machine learning Model accuracy Multimedia Information Systems Object recognition Special Purpose and Application-Based Systems Deep learning Alpha matting Image segmentation Encoder-decoder models
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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