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In this work, both categorical evaluation and emotion primitive estimation were performed.
Existing structural modeling worked with all the input point cloud available before primitive estimation.
First, we assumed perfect primitive estimation and used true labels as a feature set for training and testing the classifier.
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Support vector regression (ε-SVR) with the radial basis kernel function [42] is used in this paper as it has shown promising results in performing emotion primitives estimation [19].
A nonverbal primitive number sense allows approximate estimation and mental manipulations on numerical quantities without the use of numerical symbols.
We performed classification of four basic emotion classes (neutral, sad, happy, and angry) and estimation of emotion primitives using acoustic features.
Since the estimation of geometric primitives on sparse point clouds is sensitive to noisy reconstruction, both precision and stability can be improved by using the generating process.
IEEE 802.15.4a provides mechanisms for precision ranging using TOA by means of an Ultra-Wide band (UWB) PHY layer and location primitives, while RSSI-based range estimation methods are also possible with IEEE 802.15.4.
The user performs a sequence of 6 pre-defined motion primitives with the IMU during coarse estimation.
The velocity primitive stage implements the modulus and phase estimation with separate expressions.
According to Hypothesis 1, when the estimation of code length and primitive polynomial is incorrect, p i could be considered uniformly distributed, and p i ≈ 1/(2 m − 1) (1 ≤ i ≤ 2 m − 1).
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