Papers

 

Computer vision and robotics

Lectures presented at the VIII Summer school at MIPT- Innopolis

The given coursee was read by our company engineers at the VIII Summer school at MIPT- Innopolis on high performance computing in computer vision 2016 on August, 15-21.

Day 1.
  • Kataev, A.V., Alekseev, A.V. (2016, August). Introduction to computer vision. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Base algorithms for image processing. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Introduction to computer vision. Practice (pdf)
Day 2.
  • Kataev, A.V., Alekseev, A.V. (2016, August). Image filtration. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Methods of objects retrieval. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Base algorithms for image processing. Practice. (pdf) Source materials. (zip)
Day 3.
  • Kataev, A.V., Alekseev, A.V. (2016, August). Machine learning in computer vision. Convolutional neural networks. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). TensorFlow MNIST example. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Machine learning in OpenCV. Practice. (pdf) Source materials. (zip)
Day 4.
  • Agafonov V.Yu. (2016, August). Introdution in SLAM. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Work with 3D. (pdf)
  • Kataev, A.V., Alekseev, A.V. (2016, August). Source materials. (zip)
Day 5.
  • Kataev, A.V., Alekseev, A.V. (2016, August). Preparation for hackathon. Practice. (pdf)
Addictional materials.
  • Kataev, A.V., Alekseev, A.V. (2016, August). Android + OpenCV. Basic concepts. (pdf) Source materials. (zip)

 

Computer vision and machine learning course

The given coursee was read by our company engineers as track "Computer vision and machine learning" at the IV All-Russian youth school on robotics, embedded systems and computer vision 2015 on November, 9-13.

  • Kataev, A.V., Alekseev, A.V. (2015, November). Introduction to computer vision. (pptx pdf) Report presented at the Roboschool'2015, Volgograd, Russia.
  • Alekseev, A.V., Kataev, A.V. (2015, November). Image processing. Report presented at the Roboschool'2015, Volgograd, Russia.
  • Filimonov, A.V. (2015, November). Machine learning. Report presented at the Roboschool'2015, Volgograd, Russia.

Robotics and artificial intelligence course

The given coursee was read by our company engineers as track "Robotics and artificial intelligence" at the IV All-Russian youth school on robotics, embedded systems and computer vision 2015 on November, 9-13.

  • Kryzhanovsky, A.I. (2015, November). Talk about ROS. (7z pdf) Report presented at the Roboschool'2015, Volgograd, Russia.
  • Niklyaev, I.Y. (2015, November). Filtering sensory data. (pptx pdf) Report presented at the Roboschool'2015, Volgograd, Russia.
  • Niklyaev, I.Y. (2015, November). Navigation and localization. Report presented at the Roboschool'2015, Volgograd, Russia.

 

Machine learning and artificial intelligence

Augmented and virtual reality

  • Borodinov L.Y., Kataev, A.V., Alekseev, A.V.(2018, March). Virtual and augmented reality. Report presented at the School of Intellectual Leisure, Volgograd, Russia.

Business Development

.NET Application Development Course

The given course was created by our company engineers for students and interns. It was read in spring of 2015 as pilot lectures.
  • Pyhtin, P.S. (2015, May). Code review. (ppsx pdf) Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Kryzhanovsky, A.I.(2015, May). Problems in .NET. (ppsx pdf) Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Shapovalov, V.V. (2015, May). WCF Web services. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Kryzhanovsky, A.I.(2015, April). Parallelism in .NET (ppsx pdf) Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Shapovalov, V.V. (2015, April). N-tier dependency inversion architecture. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Pyhtin, P.S. (2015, April). ORM.NHibernate. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Pyhtin, P.S. (2015, April). ASP.Net MVC.Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Usachеva, N.K. (2015, April). SOLID principles.TDD. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Usachеva, N.K. (2015, March). Acquaintance with .NET_platform. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.
  • Kryzhanovsky, A.I., Pyhtin, P.S. (2015, March). Introductory lecture. Report presented at the open lecture in the Singularis Lab, Volgograd, Russia.

High-performance computing

The basics of programming on Intel®Xeon PhiTM coprocessor course

The given coursee was read by our company engineers as track "The basics of programming on Intel®Xeon PhiTM coprocessor" at the Summer Supercomputing Academy 2016 from 27 June to 2 July.

 

Programming coprocessor Intel®Xeon Phi™:from simple to complex course

The given course was read by our company engineers at the International Conference IXPUG/RU 2016 on June, 9-10.

 

Parallel programming using the Intel Tools course

The given coursee was read by our company engineers as track "Parallel programming using the Intel Tools" at the Summer Supercomputing Academy 2015 on June, 23-26.