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Using the vector sum (total vibration value) is recommended for the evaluation of comfort and health risk assessment if the vibration in two or three axes are comparable. For an assessment of occasional shocks and short-term vibration, the running RMS is used. In this case, the maximum value...
The gained 3-D data can be of two different types: surface measurement of the visible parts of the human body at each time step of the sequence and surface tracking in the form of a vector field of 3-D trajectories (position, velocity and acceleration). The surface measurement process, ...
Histogram of oriented gradient (HOG) gives an accurate description of the contour of human body. Based on HOG and support vector machine (SVM) theory, a classifier for human is obtained. I have to evaluate the performance of pedestrian histogram of oriented gradients (HOG) and Support Vector ...
parts in the image, so that the positions of the 10 articulation points in each image are confirmed to realize tracking of human body limb movement; (2) prediction: a numerical value of a posture vector RA responding to the current image is predicted only by predictingthe numerical value of...
There are methods for vectorizing pixel art[44]and converting vectored art to pixels[45]. These could provide insights into appropriate ways to convert 3D models to these more extreme abstractions. Visualization is a field in which we may find useful parallels with what artists and illustrators ...
These features are clustered to codewords using a codebook generated by vector quantization (VQ) for the input of discrete hidden Markov models (HMMs). By applying the HMM, four kinds of human behaviors are successfully identified from the human behavior sequences. The proposed approach is, ...
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In the end, the model generates a vector of length 6+3*n for each predicted bounding box. The first six values describe the position, type, and confidence of the human region, while the subsequent 3*n values represent the position and confidence of each keypoint. This process can be summ...