Nevertheless, both methods only allow the quantification of growth and viability on the culture level, giving an average over all cells, but not a quantification of the viable cells.
In terms of SSIM the proposed algorithm gives an average raise of 0.0750 over the bicubic technique, 0.0189 over the algorithm of [11], and 0.0190 over the algorithm of [12].
This gives an average quality of life over the month of 0.56.
No matter what the initial dictionary is, the PSNR value obtained by the ALM-DL gives an average advantage of 0.2 dB over K-SVD for all the noise levels lower than σ = 25, but as the noise increases, the advantages of our approach is gradually weakened, and this will be a future research direction.
Fluorescence microscopy (FM) gives an average increase of 10% sensitivity over the ZN method, while retaining specificity [ 4], a finding which has had little relevance in disease endemic countries until the recent development of inexpensive fluorescence microscopes illuminated by light emitting diodes (LEDs).
Table 3 shows the comparison of the noisy natural images in terms of PSNR and SSIM for scale up factor 2. From Table 3, one can clearly observe that the proposed algorithm gives an average PSNR raise of 2.56 dB over the bicubic technique, 1.01 dB over the algorithm of [11], and 1.04 dB over the algorithm of [12].
An analysis of over 40 sublayers gives an average thickness of 2.9 nm with a standard deviation of 0.73 nm.
While still being a recursive algorithm, the MMMvII algorithm efficiently culls the remaining search space at every recursion level, and thus gave an average speedup of over 600 times for the dataset we used.
That gave an average depth over the annotations of 15.4.
The parameters of UCHIME were trained on SIM2; the score threshold h was set to a value giving an average error rate over the whole SIM2 dataset lower than the error rate of ChimeraSlayer on the same data.
