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This paper proposes a fully automatic model (GVTI-AE) to manipulate the transformation into different types of vibrant, realistic images using the AutoEncoder method, which requires neither pre-nor post-processing or any user input. The experiments carried out using the GVTI-AE model showed that the perceptually realistic results produced in the widely available datasets (Tecnocampus Hand Image Database, Carl dataset, and IRIS Thermal\/Visible Face Database). <\/jats:p>","DOI":"10.1142\/s021946782250005x","type":"journal-article","created":{"date-parts":[[2021,4,12]],"date-time":"2021-04-12T14:57:32Z","timestamp":1618239452000},"source":"Crossref","is-referenced-by-count":7,"title":["Generating Spectrum Images from Different Types \u2014 Visible, Thermal, and Infrared Based on Autoencoder Architecture (GVTI-AE)"],"prefix":"10.1142","volume":"22","author":[{"given":"Samer Kais","family":"Jameel","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Raparin, Rania, Iraq"}]},{"given":"Jafar","family":"Majidpour","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Raparin, Rania, Iraq"}]}],"member":"219","published-online":{"date-parts":[[2021,4,10]]},"reference":[{"key":"S021946782250005XBIB001","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-013-0570-5"},{"key":"S021946782250005XBIB002","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/33\/3\/R33"},{"key":"S021946782250005XBIB003","first-page":"W1","volume":"5","author":"Brumana R.","year":"2013","journal-title":"ISPRS Ann. 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