Yuri Bekhtin, Petr Krug, Alexey Lupachev, Andrey Ostroukh, Sergey Pavelyev, Igor Zhelbakov, Identification of Barriers to the Movement of the Train, International Journal of System Signal Control and Engineering Application, Volume 7,Issue 3, 2014, Pages 52-60, ISSN 1997-5422, ijssceapp.2014.52.60, (https://makhillpublications.co/view-article.php?doi=ijssceapp.2014.52.60) Abstract: The problems of wavelet-based data and image fusion design for on-board control equipment of the locomotiveare highlighted. The fusion scheme using matching pursuit of coherent structures and the fusion scheme using spatial oriented trees are described. The results of modeling and comparison are presented. Keywords: Train;identification of barriers;video cameras;locators;infrared scanning devices;wavelet-transform;image fusion