Dmitry Pozdnyakov

2papers

2 Papers

IVOct 19, 2020
Fisheye lens distortion correction

Dmitry Pozdnyakov

A new distortion correction algorithm for fisheye lens with equidistant mapping function is considered in the present study. The algorithm is much more data lossless and accurate than such a classical approach like Brown-Conrady model

CVJul 6, 2020
Determination of the most representative descriptor among a set of feature vectors for the same object

Dmitry Pozdnyakov

On an example of solution of the face recognition problem the approach for estimation of the most representative descriptor among a set of feature vectors for the same face is considered in present study. The estimation is based on robust calculation of the mode-median mixture vector for the set as the descriptor by means of Welsch/Leclerc loss function application in case of very sparse filling of the feature space with feature vectors