Semantic Image Matting
5 papers with code • 1 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Semantic Image Matting
| Trend | Dataset | Best Model | Paper | Code | Compare |
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Most implemented papers
Deep Image Matting
PaddlePaddle/PaddleSeg
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CVPR 2017
We evaluate our algorithm on the image matting benchmark, our testing set, and a wide variety of real images.
Instance Segmentation based Semantic Matting for Compositing Applications
p0ete/Image-Segmentation-With-Trimap
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In order to achieve automatic compositing in natural scenes, we propose a fully automated method that integrates instance segmentation and image matting processes to generate high-quality semantic mattes that can be used for image editing task.
Indices Matter: Learning to Index for Deep Image Matting
poppinace/indexnet_matting
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ICCV 2019
We show that existing upsampling operators can be unified with the notion of the index function.
Natural Image Matting via Guided Contextual Attention
Inspired by affinity-based method and the successes of contextual attention in inpainting, we develop a novel end-to-end approach for natural image matting with a guided contextual attention module, which is specifically designed for image matting.
Semantic Image Matting
nowsyn/SIM
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CVPR 2021
Specifically, we consider and learn 20 classes of matting patterns, and propose to extend the conventional trimap to semantic trimap.
