Resume Computer Vision

RESUME

*********** Nikolay

email:

***************** (mailto:*****************)

Contact phone Show contacts (Viber and Telegram)
Graduate of the Moscow State Technical University Bauman, Moscow
Associate Professor (Ph.D.). For the last 20 years I have read at the Department of

Informatics and Information Technologies of Khmelnitsky National University (Ukraine)
disciplines:

• Object-oriented programming languages;
• Computer graphics;
• Geometric modeling.
There is a website

https://api-2d3d-cad.com/ (https://api-2d3d-cad.com/)

, which contains my courses and the direction

of scientific topics

I have been dealing with problems of Computer Vision, Image processing, Geometric

modeling and have scientific publications on this topic. I program in C ++ / Python (and other
languages) with OpenCV and OpenGL connections. There are developments for Web and
Android.

I carried out orders, as a freelancer, for the development of algorithms and programs:



Identification of images by color, texture and shape ( (https://api-2d3d-cad.com/ident_by_color_texture/)

https://api-2d3d- (https://api-2d3d-cad.com/ident_by_color_texture/)

cad.com/ident_by_color_texture/ (https://api-2d3d-cad.com/ident_by_color_texture/)

)



Face recognition from IP cameras ( (https://api-2d3d-cad.com/face-recognition-webcam/)

https://api-2d3d-cad.com/face-recognition- (https://api-2d3d-cad.com/face-recognition-webcam/)

webcam/ (https://api-2d3d-cad.com/face-recognition-webcam/)

)

Recently I have been working on the problems of 3D reconstruction, Point Cloud

Processing and Machine learning:



3D reconstruction from two images (https://api-2d3d-cad.com/3d_reconstruction_android/)



Camera Calibration (https://api-2d3d-cad.com/calibration-camera/)



Coordinate transformation when calibrating robots (https://api-2d3d-cad.com/calibration_robot/)



From point cloud to surface (https://api-2d3d-cad.com/mesh/)



Semantic segmentation, panorama and photogrammetry (https://api-2d3d-cad.com/segmentation-panoram-photogrammetry/)



Compliance-Assessed Point Cloud Registration. The basics (https://api-2d3d-cad.com/assessment-cloud-points/)

. (https://api-2d3d-cad.com/assessment-cloud-points/)



Point cloud registration algorithms (https://api-2d3d-cad.com/point-cloud-registration/)



Machine learning basics by example (https://api-2d3d-cad.com/quick-start-machine-learning/)

I see my main advantages:



Fundamental knowledge in the field of geometric modeling.



The ability to set a problem – to analyze information and choose the best

approaches to solving it.

Additional Information:

By myself, I'm a workaholic if the work is interesting. And everything related to Computer
Vision is interesting to me. My site

https://api-2d3d-cad.com/ (https://api-2d3d-cad.com/)

was created in 3 years, and

there are already about 100 articles in it, half of them are of a research nature in the direction of
Computer Vision and Machine Learning.

I have no experience working on a project in a team. But I can independently investigate

possible algorithms for solving the problem. At the same time, I can implement the research
results and algorithms in almost any programming language or platform.

One of the examples of my cooperation with the customer is reflected in the article of my 

site "Identification of images by color, texture and shape" – 

https://api-2d3d- (https://api-2d3d-cad.com/ident_by_color_texture/)

cad.com/ident_by_color_texture/ (https://api-2d3d-cad.com/ident_by_color_texture/)

. At an exhibition in Germany, this work proved to be one of 

the best.