Go to the top

Alireza Tavakkoli

Computer Science and Engineering


Associate Professor of Computer Science

Ph.D., University of Nevada, Reno (2009)
M.Sc., University of Nevada, Reno (2006)
M.Sc., Sharif University of Technology, Iran (2004)
B.Sc., Sharif University of Technology, Iran (2001)

Research


Overview

research interests

My primary research interest is in Artificial Intelligence with an emphasis on Computer and Robot Vision, Visual Computing and Graphics, Modeling, and Animation. The main applications for my research activities focus on enhancing traditional fields of telerobotics, assistive technology, and intelligent environments by leveraging visual computing. I am generally interested in investigating the applications of basic imagery in conjunction with artificial intelligence tools to implement efficient communication frameworks for human-computer-robot interaction, interactive gaming, and virtual reality.

Interested Students

I am currently looking for motivated graduate students (both Masters and Doctoral levels) who are interested in the areas of my research. Please browse my research activities, projects, and publications, and contact me if you are interested in joining my research team.


Projects


loading...





Research Team

PHD STUDENTS

Alt Tag Here
Sharif Kamran
Ph.D. Candidate (August. 2019 - Present)
Project
Volumetric Analysis of Calcium Imaging Data
Collaborator
Dr. Sal Baker from the UNR School of Medicine
Alt Tag Here
Nasif Zaman
Ph.D. Candidate (August. 2019 - Present)
Project
Perceptual Deficit Modeling and Compensation
Collaborator
Alt Tag Here
Chenxing Wang
Ph.D. Candidate (Aug. 2020 - Present)
Project
Multi-domain Anomaly Detection
Collaborator
Alt Tag Here
Prithul Sarker A
Ph.D. Student (August. 2020 - Present)
Project
Relative Afferent Pupilary Defect
Collaborator
Alt Tag Here
Fariha Hossain
Ph.D. Student (August. 2021 - Present)
Project
Concussion Detection
Collaborator
Alt Tag Here
Chase Carten
Ph.D. Student (Jan. 2022 - Present)
Project
Collaborator
Dr. Frederick C. Harris, Jr.
Alt Tag Here
Gunner Stone
Ph.D. Student (Jan. 2022 - Present)
Project
Collaborator
Dr. Jonathan Greenber's GEARS Lab.
Alt Tag Here
Ryan Gorman
Ph.D. Student (Jan. 2022 - Present)
Project
Collaborator

MSc STUDENTS

Current
Alt Tag Here
Sushmita Sarker
M.Sc. Student (Aug. 2021 - Present)
Project
Visual Computing for Remote Sensing and Mining
Collaborator
Graduated
Alt Tag Here
Nasif Zaman
M.Sc. Student (May 2021)
Project
Compensation for Neuronal Visual Loss using Extended Reality
Collaborator
Alt Tag Here
Sharif Kamran
M.Sc. Student (Dec. 2020)
Project
Deep Learning for Medical Image Computation
Collaborator
Dr. Sal Baker at the UNR School of Medicine.
Alt Tag Here
Lee Eason
M.Sc. Student (May 2020)
Project
Visual Computing for Remote Sensing
Collaborator
Dr. Jonathan Greenber's GEARS Lab.
Alt Tag Here
Hafsah Humma Billah
M.Sc. Student (May 2020)
Project
Concrete Damage Detection
Collaborator

UNDERGRADUATE STUDENTS

Alt Tag Here

Garu Situ

Alt Tag Here

Enzo Arata

Alt Tag Here

Sohail Ahmed

Alt Tag Here

Zachary McIlwain

Publications

2022 2021 2020 2019 2018 Older

Conference Paper
Journal Article
Book Chapter
Book

loading...

2022

2021

2020

2019

2018

Older

Books

Journals

Proceedings

Chapters

Teaching

Current Older

Overview

My teaching is mainly focused on visual computing, interactive gaming, machine learning, and robotics. In the past, I have taught classes in parallel computing, computer architecture, and microprocessors.

Current Courses

CS 687/487 - Fundamentals of Deep Learning (Spring Semesters)

Deep Learning Logo Principles, design and implementation of deep learning systems. Topics include statistical machine learning, multi-layer perceptron (MLP) and neural networks, deep neural networks, optimization and learning, convolutional neural networks (CNN), CNN architectures, CNN applications in classification, detection, segmentation, and advanced topics in recurrent networks and generative adversarial networks (GAN).
This course requires some basic programming skills and a very strong background in basic math and linear algebra. Enough background on the required mathematical theories and applications will be provided.

CS 328 - Fundamentals of Game Design (Fall Semesters)

Game Design Logo Fundamental topics related to game design. Topics include: game design requirements, game design principles, evaluation, peer review, prototyping.
This course requires some basic programming skills and a reasonable background in basic math and linear algebra. Enough background on the required mathematical theories and applications will be provided. Therefore, students should not have major problems understanding the content of the course as long as they follow the book, nd online reading materials.

CS 685/485: Computer Vision (Spring 2019)

Computer Vison Logo Principles, design and implementation of vision systems. Camera models and image formation, feature detection, segmentation. Camera calibration, 3-D reconstruction, stereo vision.
Computer Vision focuses on the development of a theoretic and algorithmic foundation by which useful information about the 3-D world can be automatically extracted and analyzed from a single image or a video sequence of images.
Computer Vision systems have many potential applications. Robots who can understand what they see are more likely to interact with the real world in a satisfactory manner Vision methods can be used to track the trajectory of people and vehicles for traffic monitoring; they can help in the identification of faces for security applications; they can be used for obtaining 3-D models from images, with applications in architecture, medicine, virtual reality, or computer-aided design.

Older Courses

Alt Tag Here

2018

  • Advanced Level Design
Alt Tag Here

2017

  • Automata and Formal Languages
  • Parallel Programming
  • Senior Projects in Gaming
Alt Tag Here

2016

  • AI and Behavioral Modeling
  • Advanced Level Design
  • Gaming Networks Architecture
Alt Tag Here

Other

  • Game Engines Architecture
  • Multimedia Programming
  • 3D Modeling
  • Advanced Animation
  • Internet Programming
  • Fundamentals of Programmin I, II

Calendar

News

Current News

January 2020:
I am currently looking for doctoral or masters students.
August, 27, 2018:
UNR Fall Semester Start.
July 2018:
I just joined the Computer Science and Engineering Department at the University of Nevada, Reno.

Contact

Have questions about my research or how to get involved?

I am looking for motivated and intelligent graduate students. If you have any questions about my research or wish to join my team, please contact me.

Dr. Alireza Tavakkoli
1664 North Virginia Street (M.S. 171)
Reno, NV 89557
Office
William Pennington Engineering Building 417
Phone
775-682-8426
Email
tavakkol [at] unr [dot] edu