The main advantage of the ATAPES algorithm is its elimination of biased estimation exists with APES method, which is a biased peak location and corresponding problem of the biased amplitude estimation. The ATAPE
An algorithm for estimating the spectral envelope and the optimal scalings given a particular DNA sequence with alphabet S={c1,…,ck+1}, is as follows. 1. Given a DNA sequence of length n, form the k× 1 vectors Yt, t=1,…,n; namely, for j=1,…,k, Yt=ej if Xt=cj where ej...
In this paper, we propose a tens-of-megapixel handheld snapshot multi-spectral camera (THETA), which combines compact setup design and algorithm development to push the spatial resolution of snapshot spectral imaging beyond tens of megapixels. In terms of hardware engineering, we design an imagin...
For the reconstruction algorithm, we scaledL2of each cell to 1 to ensure that the circulant matrix has constant diagonal. For the gene inference algorithm, scalingL2of each gene to 1 should be applied, as the score of each gene is relative to the rest of the genes. To estimateα, represe...
(TOI) distortion measurements, and adjacent channel power ratio (ACPR) measurements. The example also shows you how to view time-varying spectra by using a spectrogram and automatic peak detection. The example includes five amplifier models, with each model representing a typical setup to perform ...
Spectral unmixing uses a mathematical algorithm that distinguishes the many fluorophore signatures within a multicolor sample, based on the unique spectral signature of each fluorophore. Through this approach, fluorophores with near-i...
Epigenomic data from ENCODE can be used to associate specific combinations of chromatin marks with regulatory elements in the human genome. Hidden Markov models and the expectation-maximization (EM) algorithm are often used to analyze epigenomic data. Ho
algorithm that distinguishes the many fluorophore signatures within a multicolor sample, based on the unique spectral signature of each fluorophore. Through this approach, fluorophores with near-identical peak emissions but different o...
It decreases computational complexity of the chronochrome [111].“Diagonal CV” [39],“Target CV”, “Weighted CV”, and “Average CV” approximations to the chronochrome algorithm provide better spectral library conversions for multi-temporal monitoring. It helps to detect objects with clutter in...
FFT algorithm is the best choice for determining the speaker’s frequency spectrum (Chen and Huang, 2021; Pepino et al., 2021). FFT transforms each frame of samples from the time domain to the frequency domain. Then Mel filters bank and frequency wrapping: The cutoff frequencies of the ...