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Head modality is affected by a number of factors such as illumination changes and pose.
The first factor is that the texture information included in the head modality is changed depending on observation view.
Similarly, we can see accuracy improvements in the case of low SR with high TR, in which case the head modality does not work but the gait modality still works.
Consequently, data with high TR can include more head features with variety of illumination and pose than data with low TR, and this leads to accuracy improvement.We also observe that recognition accuracy of head modality is different depending on view.
In the case of high SR and low TR (e.g., Q H L85), because the head modality still works well, while the gait modality does not work because of the low frame rate, the accuracy improvement when compared with the Sum is significant.
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More specifically, we consider single sensor-based multi-modal biometrics from gait, head, and height modalities and focus on the sensor-based qualities of spatial resolution (SR), temporal resolution (TR) and sample-based quality of view, which all significantly affect the scores of the individual biometric modalities.
"I have no doubt that at a certain point in time RNAi will make it to the market," said Klaus Stein, head of therapeutic modalities for Roche.
Uber Works falls under the purview of Rachel Holt, who stepped into the role of head of new modalities in June.
As head of New Modalities, Holt will be responsible for the ramp-up and onboarding of additional mobility services — be that public transit integration, scooters, car rentals, bikes and whatever else Uber has up its sleeves.
Additionally, we provide detailed analysis of the recognition accuracies associated with gait, head, and height modalities in different spatial/temporal resolutions and views.
Khosrowshahi recently appointed Rachel Holt as head of New Modalities, a position that will put her in charge of bringing on additional mobility services such as scooters, car rentals and bikes.
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