Adaptation in statistical pattern recognition using tangent vectors

IEEE Transactions on Pattern Analysis and Machine Intelligence
Daniel KeysersJörg Dahmen

Abstract

We integrate the tangent method into a statistical framework for classification analytically and practically. The resulting consistent framework for adaptation allows us to efficiently estimate the tangent vectors representing the variability. The framework improves classification results on two real-world pattern recognition tasks from the domains handwritten character recognition and automatic speech recognition.

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Citations

Nov 9, 2011·IEEE Transactions on Pattern Analysis and Machine Intelligence·Thomas DeselaersHermann Ney
Jun 15, 2007·IEEE Transactions on Pattern Analysis and Machine Intelligence·Daniel KeysersHermann Ney
Sep 5, 2006·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Nizar Bouguila, Djemel Ziou
Nov 26, 2015·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Joel BosveldLyle Noakes
Nov 11, 2019·Brain Sciences·Lorena Vega-ZelayaJesús Pastor
Feb 14, 2019·Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada·Ambroise MarinPaul Molin
Jan 3, 2020·Animal Health Research Reviews·Lauren WisnieskiLorraine M Sordillo
Apr 11, 2019·Journal of the Royal Society, Interface·Luigi SeddaMartin J Donnelly
Apr 14, 2006·Pharmacogenomics·Olivier Delrieu, Clive Bowman
Dec 27, 2019·Geobiology·Joti RouillardMark A van Zuilen
Sep 23, 2008·Seminars in Cardiothoracic and Vascular Anesthesia·Brian H Nathanson, Thomas L Higgins
Apr 14, 2017·Plant Methods·Hsiang Sing NaikBaskar Ganapathysubramanian
Sep 2, 2017·International Journal of Computer Assisted Radiology and Surgery·Yangqin FengZhang Yi
Apr 18, 2019·Plant Disease·M L Pérez-BuenoM Barón
May 2, 2012·Developmental Neuropsychology·Daniel StahlUNKNOWN BASIS Team
May 12, 2019·Journal of the Science of Food and Agriculture·Francesca TruzziIlaria Marotti
Jan 13, 2011·Neural Computation·Romain BrasseletAngelo Arleo
Jan 27, 2015·Bioinformatics·Lei XuJin Chen

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