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Regardless of the intricacy of the pattern, the technique of balancing the speed of the XY stage and the electrospinning deposition rate was essential for continuous operation of the NFES process.
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Unlike many methods that use only the peaks in the powder pattern, this technique uses all the measured data points in the 2θ scan with minimal data processing.
Figure 10 shows eight generated patterns using the technique above for each of the nine video sequences using the first three decoded frames.
Comparison of the ideal and measured patterns showed the technique to be quite capable of consistently creating intricate polymer structures.
Although content analysis generates quantitative patterns (counts), the technique is methodologically rich and meaningful due to its reliance on explicit coding and categorizing of the data (Stemler 2001).
However, the manual marking of a sufficient number of vertebral images to objectively measure patterns made the technique too laborious for routine use.
Since the probability of a certain input bit pattern depends on the length of the bit pattern, the coding techniques which assume equally likely bit arrival for every input bit pattern are not optimal.
Image pattern recognition is the technique to classify an input image into one of the predefined classes and also has a large research area.
Figure 9 shows the steps of the pattern generation technique using the Salesman video sequence while encoding at QP = 30 for the first-time pattern generation using decoded frames.
57– 59 Dynamic Patterning Techniques: The techniques introduced above rely on static optical properties of the resist materials; however, dynamic properties of the resist can also be manipulated to initiate unique patterning mechanisms.
Due to the relatively small number of training patterns, the regularization technique was also employed in order to improve the network generalization.
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