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Recently, PAM of deep objects in biological tissues has been extensively explored since laser in NIR region enables deep tissue penetration.
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"It is a deep object lesson — a lurid demonstration — of the relation of men to the 'meaning' of the Constitution".
We endeavor to investigate in future how textural and deep object features can be synergized together.
The method that incorporates deep object features [35] remains competitive against our proposed methods.
However, our best textural feature still falls short compared to the use of deep object features [35], which is arguably very robust against effects stemming from video compression.
In fact, the baseline performance for some of the downsampled versions (particularly SD2, TD2, TD3) is also better than that combined with deep object features.
However, for the compressed YouTube-LQ dataset, the use of deep object features performed exceedingly better than our best approach (see Table 3).
Nevertheless, our proposed usage of textural features, particularly the BSIF-TOP, still surpasses the performance of the method with deep object features when iDT is the base feature.
The BSIF-TOP feature dimension is also larger than that of the fc6+fc7 deep object features (12,288 to 8192); this will cause classifier training to take a longer time.
Take your dog to the vet to have deeper objects removed.
Students were required to take long-exposure photographs (defined by the instructors as having an exposure time of over 10 s) of previously assigned deep sky objects (nebulae, open clusters, or globular clusters) or planetary objects.
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CEO of Professional Science Editing for Scientists @ prosciediting.com