Statistical Methods of Digital Signal and Image Processing.
Main publications:
Vasyukov V. N. Processing and Analysis of Digital Images on the Basis of the Gibbs Distribution // Pattern Recognition and Image Analysis, Vol. 15, No. 2, 2005, pp. 343–345.
Vasyukov V. N. A method of the unique description of finite-state Gibbs models // 5 IEEE-Russia Conference -Microwave Electronics: Measurements, Identification, Applications (MEMIA-2005), Dec. 13-15, Russia, Novosibirsk. P. 214–215.
Vasyukov V. N., Goleshchikhin D. V. Estimating Parameters of Gibbs Models for Image Processing and Analysis // Proceedings of the Second IASTED International Multi-Conference on Automation, Control, and Information Technology - Signal and Image Processing, ACIT-SIP 2005, June 20-24, 2005, p. 88–93.
V. N. Vasyukov, D. V. Goleshchikhin, “A Gibbs model of a fragment of a stationary random field defined by an autoregression equation”, Sib. Zh. Ind. Mat., 5:1 (2002), 20–28
2001
2.
V. N. Vasyukov, “Making stationary a Gibbs model of a finite Markov chain”, Sib. Zh. Ind. Mat., 4:1 (2001), 14–21