Kushnir.jpg

Inessa A. Gracheva

Ph.D.

Tula State University 
Lenin Ave. 92, 300012 Tula 
Russia 

 
Phone: +7 487 2 257940 
FAX: +7 487 2 358181 
E-mail:
 gia1509@mail.ru

Date of Birth: September 15, 1992

Citizenship: The Russian Federation

Scientific Interests:

Computer Vision, Image Processing, Machine Learning

Academic History:

2019 

Ph.D. Degree in Engineering and Technologies,
Tula State University, Institute of Applied Mathematics and Computer Science

Ph.D. Thesis:
Image processing algorithms on the basis of the probabilistic gamma-normal model

2015 

M.S. Degree in Engineering and Technologies,
Tula State University, Institute of Applied Mathematics and Computer Science

M.S. Thesis:
Fast global image denoising algorithm on the basis of nonstationary gamma-normal statistical model

2013 

Engineer Degree in Information Technologies,
Tula State University, Institute of Applied Mathematics and Computer Science

Thesis:
Adaptive Parametrical Algorithm of Image Processing

Scientific History:

2020 - Present

Researcher
Tula State University, Research Department

2016 - Present

Assistant Professor, Associate Professor
Laboratory of Data Analysis (http://lda.tsu.tula.ru/)
Tula State University, Institute of Applied Mathematics and Computer Science

2015 - 2019

Ph.D. Student,
Tula State University, Institute of Applied Mathematics and Computer Science

2013 - 2015

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

2009 - 2013

Student
Tula State University, Department of Cybernetics

Awards:

2021 (February)

Certificate of the Ministry of Industry and Science of Tula Region

2019 (December)

The Best Young Researcher and Teacher of Tula Region Government

2018 (May)

The programming competition "BizHack"
Award for best work "Smart stadium"

2017 2018

The Best Young Lecturer of Tula State University

2017 (September)

The competition of scientific works within the Russian student forum "Science of Future is Science of young people"
Award for best science work "Hand detection algorithm in real-time"

2016 (December)

The Best Young Scientist of Tula State University

2016 (May)

The competition of M.S. Degree thesis within Southwest State University
Award for best science work "Fast image denoising algorithm on the basis of the nonstationary gamma-normal model"

2016 (April)

5th International conference on Analysis of Images, Social Networks and Texts
Award for the best paper "Image processing algorithms on the basis of the gamma-normal model"

2015 (September)

The competition of scientific works within the Russian student forum "Science of Future is Science of young people"
Award for best science work "Fast image processing algorithms is basis of the statistical model"

2015 (May)

Regional conference of Masters
Award for the best paper "Fast algorithm of HDR compression"

2015(April)

The competition of scientific works within Russian Economic University
Award for best science work "Adaptive Parametrical Algorithm of Image Processing"

Participation in Scientific Grants:

2020 - Present

Grants of the Russian Foundation for Basic Research:

Methods and high-speed algorithms for improving images quality obtained in real weather conditions at different day-times, in presence of fog, fine particles and localized light sources (Tula State University, Principal Investigator Prof. A. Kopylov)

2020

Grant of the Tula State University:

Medical Image Enhancement Algorithm Based on the Probabilistic Gamma-Normal Model (Tula State University, Principal Investigator I. Gracheva)

2016-2018

Grant of the Russian Foundation for Basic Research:

Development of methods and algorithms for processing images and other types of ordered data on the basis of Trained Markov Models (Tula State University, Principal Investigator Prof. A. Kopylov)

2016-2017

Grant of the Foundation for Assistance to Small Innovative Enterprises:

Image Denoising Algorithms on the Basis of the Probabilistic Gamma-Normal Model (Tula State University, Principal Investigator I. Gracheva)

2012-2015

Grant of the Russian Foundation for Basic Research:

Methods and algorithms development for estimating Markov models parameters in ordered data arrays processing problems (Tula State University, Principal Investigator Prof. A. Kopylov)

Actual Participation in Scientific Conferences:

International Workshop Photogrammetric and Computer Vision Techniques for Video Surveillance, Biometrics and Biomedicine (online, 2021)

13-th International Conference on Intelligent Data Processing (online, 2020)

1st International workshop on Recent Advances in Machine Learning, Data Science, Intelligent Systems & Networking (online, 2020)

25th Azerbaijan International Telecommunications, Innovations and High Technologies Exhibition (Baku, Azerbaijan, 2019)

International Workshop Photogrammetric and Computer Vision Techniques for Video Surveillance, Biometrics and Biomedicine (Moscow, Russia, 2019)

Youth Global Forum Worldwide Impact Investing: the Role of Entrepreneurs (Paris, France, 2018)

12-th International Conference on Intelligent Data Processing (Gaeta, Italy, 2018)

International Youth Summer School The Smart Revolution: The Interconnection between City and Society (Shanghai, China, 2018)

18-th Conference on Mathematical Methods in Pattern Recognition (Taganrog, Russia, 2017)

3-th Russian student forum "Science of Future is Science of young people" (Nizhny Novgorod, Russia, 2017)

11-th International Conference on Intelligent Data Processing (Barcelona, Spain, 2016)

International Computer Vision Summer School (Sicily, Italy, 2016)

5-th International Conference on Analysis of Images, Social Networks, and Texts (Yekaterinburg, Russia, 2016)

1-th Russian student forum "Science of Future is Science of young people" (Sevastopol, Russia, 2015)

17-th Conference on Mathematical Methods in Pattern Recognition (Svetlogorsk, Russia, 2015)

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

10-th International Conference on Intelligent Data Processing (Crete, Greece, 2014)

16-th Conference on Mathematical Methods in Pattern Recognition (Kazan, Russia, 2013)

Publications in Russian:

About 10 publications

Recent Publications in English:

Profile at ResearchGate     Science Index     Profile at Scopus Author

Gracheva, I.A., Kopylov, A.V. Medical images fusion algorithm based on probabilistic gamma-normal model with structure-transferring properties. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2021, 54(2/W1), pp. 7983

 

Filin, A.I., Gracheva, I.A., Kopylov, A.V. Haze removal method based on joint transmission map estimation and atmospheric-light extraction. ACM International Conference Proceeding Series, 2020, 3442663

 

Gracheva I., Kopylov A.: Tone Compression Algorithm for High Dynamic Range Medical Images. Proceedings of International Workshop Photogrammetric and Computer Vision Techniques for Video Surveillance, Biometrics and Biomedicine Moscow, Russia, 2019, 42(2/W12), pp. 8795

 

Kopylov, A., Seredin, O., Kushnir, O., Gracheva, I., Larin, A. Background-invariant robust hand detection based on probabilistic one-class color segmentation and skeleton matching. ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018, 2018-January, pp. 503510

 

Gracheva, I., Kopylov, A. Image processing algorithms with structure transferring properties on the basis of gamma-normal model. Communications in Computer and Information Science, 2017, 661, pp. 257268

 

Gracheva, I., Kopylov, A., Krasotkina, O. Fast global image denoising algorithm on the basis of nonstationary gamma-normal statistical model. Communications in Computer and Information Science, 2015, 542, pp. 7182