Editing Singular value decomposition (section)

===Signal processing===
The SVD and pseudoinverse have been successfully applied to [[signal processing]],<ref>{{cite journal |last=Sahidullah |first=Md. |author2=Kinnunen, Tomi |title=Local spectral variability features for speaker verification |journal=Digital Signal Processing |date=March 2016 |volume=50 |pages=1–11 |doi=10.1016/j.dsp.2015.10.011 |bibcode=2016DSP....50....1S |url= https://erepo.uef.fi/handle/123456789/4375}}<!--https://erepo.uef.fi/handle/123456789/4375--></ref> [[image processing]]<ref name="Mademlis2018">{{cite book |last1=Mademlis |first1=Ioannis |last2=Tefas |first2=Anastasios |last3=Pitas |first3=Ioannis |title=2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) |chapter=Regularized SVD-Based Video Frame Saliency for Unsupervised Activity Video Summarization |url=https://ieeexplore.ieee.org/document/8462274  |year=2018 |pages=2691–2695 |publisher=IEEE |doi=10.1109/ICASSP.2018.8462274 |isbn=978-1-5386-4658-8 |s2cid=52286352 |access-date=19 January 2023}}</ref> and [[big data]] (e.g., in genomic signal processing).<ref>
{{Cite journal
 | author = O. Alter, P. O. Brown and D. Botstein
 | title = Singular Value Decomposition for Genome-Wide Expression Data Processing and Modeling
 | journal = PNAS
 | volume = 97
 | issue = 18
 | pages = 10101–10106
 | date = September 2000
 | doi = 10.1073/pnas.97.18.10101
 | pmid = 10963673
 | pmc = 27718
 | bibcode = 2000PNAS...9710101A
| doi-access = free
 }}</ref><ref>{{Cite journal
 | author1 = O. Alter | author2 = G. H. Golub
 | title = Integrative Analysis of Genome-Scale Data by Using Pseudoinverse Projection Predicts Novel Correlation Between DNA Replication and RNA Transcription
 | journal = PNAS
 | volume = 101
 | issue = 47
 | pages = 16577–16582
 | date = November 2004
 | doi = 10.1073/pnas.0406767101
 | pmid = 15545604
 | pmc = 534520
 | bibcode = 2004PNAS..10116577A
| doi-access = free
 }}</ref><ref>{{Cite journal
 | author1 = O. Alter | author2 = G. H. Golub
 | title = Singular Value Decomposition of Genome-Scale mRNA Lengths Distribution Reveals Asymmetry in RNA Gel Electrophoresis Band Broadening
 | journal = PNAS
 | volume = 103
 | issue = 32
 | pages = 11828–11833
 | date = August 2006
 | doi = 10.1073/pnas.0604756103
 | pmid = 16877539
 | pmc = 1524674
 | bibcode = 2006PNAS..10311828A
| doi-access = free
 }}</ref><ref>{{Cite journal
 | first1 = N. M.
 | last1 = Bertagnolli
 | first2 = J. A.
 | last2 = Drake
 | first3 = J. M.
 | last3 = Tennessen
 | first4 = O.
 | last4 = Alter
 | title = SVD Identifies Transcript Length Distribution Functions from DNA Microarray Data and Reveals Evolutionary Forces Globally Affecting GBM Metabolism
 | journal = PLOS ONE
 | volume = 8
 | issue = 11
 | pages = e78913
 | date = November 2013
 | doi = 10.1371/journal.pone.0078913
 | id = [http://www.alterlab.org/research/highlights/pone.0078913_Highlight.pdf Highlight]
 | pmid = 24282503
 | pmc = 3839928
 | bibcode = 2013PLoSO...878913B
| doi-access = free
 }}</ref>