Kushnir.jpg

Olesia A. Kushnir

Tula State University 
Lenin Ave. 92, 300012 Tula 
Russia 

 
Phone: +7 487 2 257940 
FAX: +7 487 2 358181 
E-mail:
 kushnir-olesya@rambler.ru

Кушнир Олеся Александровна

Date of Birth: November 2, 1978

Citizenship: The Russian Federation

Scientific Interests:

Computer Vision, Shape Analysis, Signal and Image Analysis, Pattern Recognition, Machine Learning, Data Mining

Academic History:

2018 

Ph.D. Thesis:
Methods and Algorithms for Binary Images Matching Based on Skeletonization

2014 

M.S. Degree in Engineering and Technologies,
Tula State University, Department of Cybernetics

M.S. Thesis:
The Pair-wise Comparison Function of Binary Images Based on Skeletonization

Scientific History:

2014 - Present

Teaching Assistant, then Assistant Professor
Laboratory of Data Analysis (http://lda.tsu.tula.ru/)
Tula State University, Department of Cybernetics (from 2014 Institute of Applied Mathematics and Computer Science)

Lecture Courses:
    Fundamentals of Programming (Delphi)
    Fundamentals of Computer Vision
 

2014 - 2018

Ph.D. Student,
Tula State University, Department of Cybernetics (from 2014 Institute of Applied Mathematics and Computer Science)

2014, 2016 (July)

Student
in International Computer Vision Summer School (ICVSS 2014, 2016), Sicily, Italy

2014 (February)

Internship
in National Taipei University of Technology, Taipei, Taiwan

2013 (November – December)

Internship
in Institute of Computer Vision and applied Computer Sciences
(Institut für Bildverarbeitung und angewandte Informatik (IBaI)), Leipzig, Germany

2012 - Present

Research Assistant,
Laboratory of Data Analysis (http://lda.tsu.tula.ru/)
Tula State University, Department of Cybernetics (from 2014 Institute of Applied Mathematics and Computer Science)

2012 - 2014

M.S. Student,
Tula State University, Department of Cybernetics

Awards:

Scholarship of the President of the Russian Federation in 2013–2014

Participation in Scientific Grants:

2018-2020

Grants of the Russian Foundation for Basic Research:

“Methods and algorithms for constructing mathematically correct comparison functions of binary images based on skeletons” (Tula State University, Principal Investigator Prof. O. Seredin)

“Methods and algorithms of high-performance intellectual dependency estimation in big data sets” (Tula State University, Principal Investigator Prof. V. Sulimova)

2016-2018

Grant of the Russian Foundation for Basic Research:

Emergency Event Detection and Recognition in Video Monitoring of Elderly Individuals for a Wireless Alert System” (Tula State University, Principal Investigator Prof. O. Seredin)

2015-2017

Grant of the Russian Foundation for Basic Research:

Metric methods of featureless dependency estimation for intellectual analysis of signals and symbolic sequences of different lengths” (Tula State University, Principal Investigator Prof. V. Sulimova)

2014-2016

Grant of the Russian Foundation for Basic Research:

“Methods of detectors combining in tasks of signal and image analysis” (Tula State University, Principal Investigator Prof. O. Seredin)

2014-2015

Grant of the Russian Foundation for Basic Research:

“Methods and algorithms of featureless analysis of binary images skeletons” (Tula State University, Principal Investigator O. Kushnir)

2013-2014

Grant of the Russian Foundation for Basic Research:

“Enhanced Traffic Flow Video Analysis design of Transport Monitoring Systems” (Tula State University, Principal Investigator Prof. A. Kopylov)

Actual Participation in Scientific Conferences:

7th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018)
(Madeira, Portugal, 2018)

2nd International ISPRS Workshop “Photogrammetric and computer vision techniques for video surveillance, biometrics and biomedicine” (PSBB 2017)
(Moscow, Russia, 2017)

3-th International Conference on Information Technology and Nanotechnology (ITNT-2017)
(Samara, Russia, 2017)

4-th International Conference on Analysis of Images, Social Networks, and Texts 2015 (AIST 2015)
(Yekaterinburg, Russia, 2015)

6-th International Conference on Image and Signal Processing 2014 (ICISP 2014)
(Cherbourg, Normandy, France, 2014)

4-th and 5-th Conference on Technical Vision in Control Systems
(Moscow, Russia, 2013, 2014)

16-th and 17-th Conference on Mathematical Methods in Pattern Recognition
(Kazan, Russia, 2013; Svetlogorsk, Kaliningrad region, Russia, 2015)

International Federation of Classification Societies Conference – IFCS 2013
(Tilburg, the Netherlands, 2013)

9, 10 and 11-th International Conference on Intelligent Information Processing
(Budva, Montenegro, 2012; Crete, Greece, 2014; Barcelona, Spain, 2016)

Publications in Russian:

About 20 publications

 

 

Recent Publications in English:

Profile at Google Scholar     Profile at ResearchGate     Profile at ORCID     Profile at Scopus Author

 

 Kopylov, A., Seredin, O., Kushnir, O., Gracheva, I. and Larin, A. Background-Invariant Robust Hand Detection Based on Probabilistic One-Class Color Segmentation and Skeleton Matching // Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018), pp. 503-510 (2018) ISBN: 978-989-758-276-9  doi:10.5220/0006649805030510 http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0006649805030510  

 

 S. Fedotova, O. Seredin, and O. Kushnir. The Parallel Implementation of Algorithms for Finding the Reflection Symmetry of the Binary Images // Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W4, pp. 179-184 (2017) doi:10.5194/isprs-archives-XLII-2-W4-179-2017 https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W4/179/2017/ 

 

 Kushnir O., Fedotova S., Seredin O., Karkishchenko A. Reflection Symmetry of Shapes Based on Skeleton Primitive Chains // Fifth International Conference, AIST 2016, Yekaterinburg, Russia, April 7–9, 2016, Revised Selected Papers, CCIS, Vol. 661, pp. 293–304, Springer International Publishing Switzerland (2017).

 

 Kushnir O., Seredin O. Shape Matching Based on Skeletonization and Alignment of Primitive Chains // M.Yu. Khachay et al. (Eds.): AIST 2015, Communications in Computer and Information Science, Vol. 542, pp. 123–136. Springer International Publishing (2015)

 

 Kushnir O., Seredin O. Parametric Description of Skeleton Radial Function by Legendre Polynomials for Binary Images Comparison // A. Elmoataz et al. (Eds.): ICISP 2014, LNCS 8509, pp. 520–530. Springer International Publishing Switzerland (2014)