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The idea of using Local Binary Patterns for face description is motivated by the fact that faces can be seen as a composition of micro-patterns which are properly described by this operator and, consequently, it has become a very popular technique in recent years.
Table 5 contains the provided DoG-based baseline and the holistic LBP-based face description.
The number of used features for face description highly affects both the computational complexity and the accuracy of classification.
The results indicate that the proposed LBP-TOP-based face description yields best results in all configurations except under cut-photo attacks.
For face description using GRAB features, we use the same approach as LBP features because they represent the local and the global description of the face image.
The pixel level features thus obtained are combined in the form of histograms in various ways to generate the global features for the face description.
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Based on objective differences we find among task-specific representations, we test the sensitivity of the human visual system to these different face descriptions independently of one another.
If Han's in-your-face description of maimed and wounded bodies is partly a way to militate against forgetting or covering-up of the kind "the writer" discovers on a visit to Gwangju in 2013, it also has surprising local effects.
As discussed in [MADS] Chernoff face, full description of the catalog is found from XAtlas website.
This work provides an in-depth analysis on the use of dynamic texture for face liveness description.
We also showcased its wide spectrum of applications, which include mesh regularity assessment, facial surface cropping, face shape description, facial surface compression, and face surface alignment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com