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To extract material responses from the large XDM datasets, composed of 102 103 images, we use matrix decomposition techniques such as independent component analysis.
The datasets composed of de-identified subjects and the study protocol were initially defined to support Local Administrative Authority in order to improve the development of territorial services for elderly care.
This normalized cut-based algorithm is fast and was reported to have better performance than [31] and [33] on datasets composed of hundreds of images taken by a few cameras.
The proposed method is designed in a way to be highly suitable for modern applications of image processing, which is a treatment of large datasets composed of 3D, high-resolution images and taking advantage of multi-processor execution environments.
We used two well-known public datasets composed of image sequences and their respective ground truths: Middlebury [33,41] and Sintel [42,43], which have been frequently used to evaluate different OF methods [21,33].
Many planners have compensated for the limitations of ecological classifications by using datasets composed of multiple surrogates [e.g. 2], [15].
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Scientists in forensics also ask whether it is appropriate to compare a supposed criminal's brain to a dataset composed of the brains of healthy people.
First, I construct a very large dataset composed of sketch and photo pairs.
For every iteration we name training T the dataset composed of (k-1) partitions, and test (the the dataset composed by the remaining partition.
On one benchmark dataset composed by marriage records we outperform previous results on a similar task.
For the purpose of parameter tuning, a small dataset composed of 16 pop songs are collected.
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