Foreword from the editor of this issue

A. S. Potapov

J. Opt. Technol. 82(8), 494-494 (2015)  View: PDF

Generative and probability models in image processing and computer vision

A. S. Potapov

J. Opt. Technol. 82(8), 495-498 (2015)  View: PDF

Convolutional deep-learning artificial neural networks

V. P. Lutsiv

J. Opt. Technol. 82(8), 499-508 (2015)  View: PDF

Investigation of the generalizing capabilities of convolutional neural networks in forming rotation-invariant attributes

R. O. Malashin and A. B. Kadykov

J. Opt. Technol. 82(8), 509-515 (2015)  View: PDF

Robust multi-object tracking using deep learning framework

Sh. Ch. Pang, Anan Du, and Zh. Zh. Yu

J. Opt. Technol. 82(8), 516-527 (2015)  View: PDF

A convolutional autoencoder as a generative model of images for problems of distinguishing attributes and restoring images in missing regions

O. V. Shcherbakov, I. N. Zhdanov, and Ya. A. Lushin

J. Opt. Technol. 82(8), 528-532 (2015)  View: PDF

Comparative analysis of extended Kalman filtering and the sequential Monte Carlo method, using probability models of signals in optical coherent tomography

M. A. Volynskiĭ, I. P. Gurov, P. A. Ermolaev, and P. S. Skakov

J. Opt. Technol. 82(8), 533-537 (2015)  View: PDF

Implementation of the sequential Monte Carlo method in systems with massive parallelism for processing images in optical coherent tomography

P. S. Skakov and I. P. Gurov

J. Opt. Technol. 82(8), 538-541 (2015)  View: PDF

Comparison of probabilistic programming languages, using the solution of clustering problems and the distinguishing of attributes as an example

V. I. Filatov and A. S. Potapov

J. Opt. Technol. 82(8), 542-550 (2015)  View: PDF

Investigating surface-segmentation methods when images are being compared in three-dimensional space

S. V. Ponomarev

J. Opt. Technol. 82(8), 551-556 (2015)  View: PDF

Using microelectromechanical systems when solving the problem of digital stabilization of video images

P. I. Ivanov

J. Opt. Technol. 82(8), 557-562 (2015)  View: PDF

Modifying the Hough transform by using the periodicity of the regenerated structure of objects on an image

I. N. Zhdanov and O. V. Shcherbakov

J. Opt. Technol. 82(8), 563-568 (2015)  View: PDF

Recognizing images with the help of color histograms

A. N. Maĭsheva

J. Opt. Technol. 82(8), 569-575 (2015)  View: PDF