Probabilistic graphical models for computer vision (Q2421589)
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scientific article
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Probabilistic graphical models for computer vision |
scientific article |
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Probabilistic graphical models for computer vision (English)
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17 June 2019
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The book describes probabilistic graphical models in application to computer vision tasks. The theoretical concepts are accompanied by illustrative figures and algorithms in pseudocode. All the main categories of models are referred to. The applications range from image denoising and segmentation, object detection and tracking to 3D reconstruction and action recognition. It is a book that is valuable for theoreticians and practitioners alike.
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computer vision
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probabilistic graphical models
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image denoising
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image segmentation
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object detection
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object tracking
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3D reconstruction
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action recognition
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