Elena Fedorovskaya
Research Faculty
Integrated Sciences Academy
College of Science
585-475-6952
Office Location
Elena Fedorovskaya
Research Faculty
Integrated Sciences Academy
College of Science
Education
MS, Ph.D., Lomonosov Moscow State University (Russia)
585-475-6952
Areas of Expertise
Human Vision
Perception
Color Science
Human-centered Imaging
Color Management
Applied Cognitive Neuroscience
Neuroscience
Select Scholarship
Invited Paper
Fedorovskaya, Elena and Shu Chang. "future." future. (2017). Print.
Published Conference Proceedings
Fedorovskaya, Elena, et al. "Exploring the Effect of Gray Balance and Tone Reproduction on Consistent Color Appearance." Proceedings of the TAGA 2017, Houston, Texas. Ed. J. Seymour. Houston, TX: Tech Assn of Graphic Arts, 2017. Print.
Chung, Robert, et al. "Predicting Color Image Match." Proceedings of the TAGA 2017. Ed. J. Seymour. Houston, TX: TAGA, 2017. Print.
Fedorovskaya, Elena, Sanjana Kapisthalam, and Yington Bu. "Gaze Patterns in Art Viewing and Their Dependencies on Expertise and Image Characteristics." Proceedings of the Human Vision and Electronic Imaging Conference. Ed. B. Rogowitz, T. Pappas, and H. Deridder. San Francisco, CA: IS&T, 2017. Web.
Journal Paper
Fedorovskaya, Elena, et al. "The RocReadaR — A System for Transmedia News Publishing Using Augmented Reality." J. Print Media Technol. Res. 5. 2 (2016): 131—141. Print.
Fedorovskaya, Elena A. and Lufei Yu. "Investigating the Effects of Publishing Approaches Using Print, Electronic and Augmented Reality Media on User Experience." J. Print Media Technol. Res. 4. 3 (2015): 217-226. Print.
Book Chapter
Joshi, Dhiraj, et al. "Aesthetics and Emotions in Images: A Computational Perspective." Scene Vision. Ed. Kestutis Kveraga and Moshe Bar. Cambridge, MA: MIT Press, 2014. 241-273. Print.
Invited Keynote/Presentation
Fedorovskaya, E. A. and D. Lawrence. "Identifying Image Preferences Based on Demographic Classifications." Human Vision and Electronic Imaging Conference XIX, IS&T/ SPIE Electronic Imaging Symposium, February 5, 2014, San Francisco, California. SPIE. San Francisco, CA. 5 Feb. 2014. Guest Lecture.
Fedorovskaya, E. A. "Transmedia Publishing." CMIC Summit. Rochester Institute of Technology. Rochester, NY. 15 Oct. 2014. Lecture.
Fedorovskaya, E. A. and L. Yu. "Investigating the Effects of Publishing Approaches Using Print, Electronic and AR Media for Storytelling on User Experience." The International Association of Research Organizations for the Information, Media and Graphic Arts Industries Conference, September 7, Swansea, UK. IARIGAI. Swansea, UK. 7 Sep. 2014. Lecture.
Currently Teaching
CGNS-222
Introduction to Cognitive Neuroscience
3 Credits
Cognition refers to mental action or processes of acquiring knowledge through the senses and through experience or thought. Neuroscience encompasses any or all of the sciences that deal with the structure and function of the nervous system and brain. This course provides the scientific foundation for the understanding of cognitive neuroscience, including neuroanatomy, neural signaling, motor control systems, the visual pathway, and research and experimental methods. Emphasis will be on Visual Neuroscience.
CGNS-451
Cognitive Neuroscience Seminar A
1 Credits
Cognitive Neuroscience Seminar A is a weekly forum in which students will learn about and discuss historical and current topics in cognitive neuroscience. The course focuses on journal club discussions of papers selected by the students and faculty. It also includes oral presentations from students and faculty as well as visiting speakers from within and external to RIT. Students will prepare their own oral presentations and written assignments based on the course readings and independent research. Students will develop professional skills required for formal scientific presentations and writing.
CGNS-452
Cognitive Neuroscience Seminar B
1 Credits
Cognitive Neuroscience Seminar B is a weekly forum in which students will learn about and discuss historical and current topics in cognitive neuroscience. The course focuses on journal club discussions of papers selected by the students and faculty. It also includes oral presentations from students and faculty as well as visiting speakers from within and external to RIT. Students will prepare their own oral presentations and written assignments based on the course readings and independent research. Students will develop professional skills required for formal scientific presentations and writing.
CGNS-501
Neuroscience Capstone I
1 Credits
Neuroscience has played a key role in the history of artificial intelligence (AI). The development of artificial neural networks was inspired by the knowledge gained from the study of brain functioning, with neuroscientists and psychologists, such as Donald Hebb, William McCulloch, and Geoff Hinton, contributing significantly to the establishment of the field. AI researchers aim to emulate human intelligence by building models and developing biologically-inspired architectures that can make decisions and solve problems in the same way that humans do.
At the same time, artificial intelligence is increasingly used as a research tool in neuroscience to advance our understanding of how the human brain works and to accelerate neuroscience development. For example, by analyzing the massive amounts of experimental data on brain activity acquired using neuroimaging techniques, machine learning is used to uncover the patterns in brain activity and link them to specific cognitive and motor actions. This course reviews the fundamental ideas in computational neuroscience and connects the study of the brain to the concepts and research in artificial intelligence. The list of example topics includes neural coding, the biophysics of single neurons and neuron models, neural networks, biological and computational vision, adaptation and learning, machine learning, deep convolutional networks, memory, speech and language processing, and applications of computational neuroscience and artificial intelligence.
CLRS-101
Art of Science of Art
1 Credits
Art of Science of Art is a weekly forum in which students will be introduced to and discuss historical and current topics relating art and science with one another. Examples might include understanding human perception of the world in comparison with artistic renderings, the effects of lighting on the permanence and appearance of artwork, the creation of artists’ materials (e.g. the science of pigments), and art conservation/restoration in the physical and digital domains. This seminar provides an introductory and over-arching context for students in the Art of Science / Science of Art minor. It focuses on journal club discussions of readings selected by the students and faculty. It also includes oral presentations from students and faculty as well as visiting speakers from within and external to RIT. Students will complete oral presentations and written assignments based on the course readings and independent research.
CLRS-790
Research & Thesis
1 - 6 Credits
Masters-level research by the candidate on an appropriate topic as arranged between the candidate and the research advisor.
CLRS-890
Research & Thesis
1 - 6 Credits
Masters-level research by the candidate on an appropriate topic as arranged between the candidate and the research advisor.