Independent Study Presentation

CS7387 RESEARCH IN COMPUTER SCIENCE

 

Title:  The Study of an Extensive Set of Chaos Inspired Features Derived from the Eye Fixations


Presenter
:  Kate Melnyk


Advisor
:  Dr. Oleg Komogortsev


Date/Time:
  Thursday, December 2 @4:00 – 4:30 p.m.

 

Location:  ZOOM:  https://txstate.zoom.us/j/91243653692

 

Abstract:

This work presents a study of chaos inspired features set derived from the eye fixations. It is present the Matlab framework of different methods for the extraction of chaos related features that describe the fixation phase-space and its hidden attractor by various characteristics. Additionally, the statistical analysis of features is also performed to quantify their reliability. Such types of characteristics can be found by applying the mathematical structures and methods which reach the randomness level of time series and allow to talk about its predictability. And as a result, the chaos analysis is one of the popular methods for the physical signal analysis that can help to recognize the difference between subjects.

Deadline: Dec. 3, 2021, midnight