• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

Development of Face Recognition Module for the "Digital University" Project

Student: Bakhtizin Iskandar

Supervisor: Denis Korolev

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Information Science and Computation Technology (Bachelor)

Year of Graduation: 2019

Final qualifying work consists of 49 pages, contains 22 figures, 2 tables Keywords: face recognition; machine learning; data mining; neural networks The object of development is a facial recognition system integrated with other parts of the “Digital University” project. The goal of the project is to develop an automated system for face recognition in video streams with an interaction interface in the form of a REST API. During the work, software was obtained that meets all the functional requirements laid down in the terms of reference. And it implements a method of searching for cameras in the network where you can start tracking and recognition, a method of starting and stopping tracking and recognition, as well as a method of displaying the results about a person currently in the frame. The integration with the tracking module was also carried out, since it makes sense to run recognition software only in conjunction with cracking. The results of the work can be used for video recording of diploma protection and generating metadata for files with the names of speakers.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses