28 citations · 80 across the 14 of their papers we have counts for
18 papers
Fighter Jet Navigation and Combat using Deep Reinforcement Learning with Explainable AI
Swati Kar, Soumyabrata Dey, Mahesh K Banavar +1
This paper presents the development of an Artificial Intelligence (AI) based fighter jet agent within a customized Pygame simulation environment, designed to solve multi-objective…
User Authentication and Vital Signs Extraction from Low-Frame-Rate and Monochrome No-contact Fingerprint Captures
Olaoluwayimika Olugbenle, Logan Drake, Naveenkumar G. Venkataswamy +4
We present our work on leveraging low-frame-rate monochrome (blue light) videos of fingertips, captured with an off-the-shelf fingerprint capture device, to extract vital signs and…
Generalizability and Application of the Skin Reflectance Estimate Based on Dichromatic Separation (SREDS)
Joseph Drahos, Richard Plesh, Keivan Bahmani +2
Face recognition (FR) systems have become widely used and readily available in recent history. However, differential performance between certain demographics has been identified wi…
Data-Driven Nonlinear TDOA for Accurate Source Localization in Complex Signal Dynamics
Chinmay Sahu, Mahesh Banavar, Jie Sun
The complex and dynamic propagation of oscillations and waves is often triggered by sources at unknown locations. Accurate source localization enables the elimination of the rotor…
Integrating machine learning concepts into undergraduate classes
Chinmay Sahu, Blaine Ayotte, Mahesh K. Banavar
In this innovative practice work-in-progress paper, we compare two different methods to teach machine learning concepts to undergraduate students in Electrical Engineering. While m…
A novel non-linear transformation based multi-user identification algorithm for fixed text keystroke behavioral dynamics
Chinmay Sahu, Mahesh Banavar, Stephanie Schuckers
In this paper, we propose a new technique to uniquely classify and identify multiple users accessing a single application using keystroke dynamics. This problem is usually encounte…