Hello, world!
My name is Austin and welcome to my GitHub site. From here you can learn a little more about me, my repositories and check out some projects I've done.
Facial Expression Recognition System
This project is an automated system to detect facial emotions in images. I developed this project as a student at Towson University and will be submitting it as my graduation project. This work is currently in progress so check back for more updates.
Literature Review: Facial Expression Recognition
This project is a literature review of techniques related to automatic facial expression recognition. The paper, which you can read here, is separated into three main sections that correspond with the three sub-systems in the system I am currently building; face detection, feature extraction, and classification. The paper reviews various techniques described in prior research for accomplishing each of these tasks.
Machine Learning: Feature Selection
In this project I analyzed methods for better understanding the relative importance of an input feature to a Machine Learning classification algorithm's classification decision. Spesifically, I compared realtive feature predictive power between Support Vector Machines and Neural Networks on the same dataset
Client Server Messaging: Socket Simulation
This project shows how messages can be passed from client to server as bytes over a Datagram Socket.
Data Structures
This project is a collection of Java implementations of advanced data structures. I have implemented Binary Search Trees, AVL Trees Trees, and some sorting algorithms. (I apologize for the lack of documentation.)
Image Processing
This project was a precursor to my above facial expression recognition work. For this one, the image processing was done using CVIP Tools and C++ and the classification using scikit-learn.
CPU Process Scheduling
This project allows you to run a simulation of Round Robin style CPU scheduling.
