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These presented algorithms have fast convergence and accurate features. Also, we propose an innovative treatment in order to attend to one of the free parameter-rotations or scale as a sole variable and the other one as the constant value. The assignment is replaced through the iterations for both parameters. The intuition is to turn a two-variable optimization problem into a single variable one in every step. Our simulation on benchmark images by the means of Root Mean Square Error and Mutual Information as the goodness criteria, that have been extensively used in similar studies, has shown the robustness and affectivity of the proposed method. <\/jats:p>","DOI":"10.1142\/s0219467821500133","type":"journal-article","created":{"date-parts":[[2020,10,31]],"date-time":"2020-10-31T07:36:47Z","timestamp":1604129807000},"page":"2150013","source":"Crossref","is-referenced-by-count":0,"title":["A Novel Iterative Rigid Image Registration Algorithm Based on the Newton Method"],"prefix":"10.1142","volume":"21","author":[{"given":"Javanshir","family":"Khosravi","sequence":"first","affiliation":[{"name":"Faculty of Electrical Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran"}]},{"given":"Mohammad Shams Esfand","family":"Abadi","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran"}]},{"given":"Reza","family":"Ebrahimpour","sequence":"additional","affiliation":[{"name":"Faculty of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran"}]}],"member":"219","published-online":{"date-parts":[[2021,1,21]]},"reference":[{"key":"S0219467821500133BIB001","first-page":"472","volume":"6","author":"Nain R.","year":"2016","journal-title":"Int. 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