Emily R. Bartusiak


PhD Candidate in Electrical and Computer Engineering
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I am a Doctoral Candidate in the VIPER lab at Purdue University advised by Professor Edward J. Delp.

Address:
Video and Image Processing Laboratory (VIPER)
School of Electrical and Computer Engineering
Purdue University

Research Interests

My research focuses on applying deep learning and machine learning techniques to signals, images, and videos for forensic, defense, and biomedical research.

Experience

Previous, I conducted internships at:

Honor Societies

  • Eta Kappa Nu Electrical and Computer Engineering Honor Society (IEEE-HKN)
  • Tau Beta Pi Engineering Honor Society (TBP)

Publications

“Detecting and Using Deepfakes”, H. Hao, E. R. Bartusiak, D. Güera, D. Mas, S. Baireddy, Z. Xiang, S. K. Yarlagadda, R. Shao, J. Horváth, J. Yang, F. Zhu, and E. J. Delp, in Handbook of Digital Face Manipulation and Detection - From DeepFakes to Morphing Attacks, Series on Advances in Computer Vision and Pattern Recognition, 1st ed., Springer, March 2022.

“Open-Set Source Attribution for Panchromatic Satellite Imagery”, E.D. Cannas, S. Baireddy, E. R. Bartusiak, S.K. Yarlagadda, D. Mas Montserrat, P. Bestagini, S. Tubaro, E.J. Delp, in Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2021.

“An Attention-Based System for Damage Assessment Using Satellite Imagery”, H. Hao, S. Baireddy, E. R. Bartusiak, L. Konz, K. LaTourette, M. Gribbons, M. Chan, M. Comer, and E. J. Delp, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brussels, Belgium (Virtual), July 2021.

“Building Height Estimation via Satellite Metadata and Shadow Instance Detection”, H. Hao, S. Baireddy, E. R. Bartusiak, M. Gupta, K. LaTourette, L. Konz, M. Gribbons, M. Chan, M. Comer, and E. J. Delp, Proceedings of the SPIE Automatic Target Recognition Conference (ATR), Orlando, FL (Virtual), April 2021.

“A Machine Learning Approach to Classify Hypersonic Vehicle Trajectories”, E. R. Bartusiak, N. X. Nguyen, M. W. Chan, M. L. Comer, and E. J. Delp, Proceedings of the IEEE Aerospace Conference (Aerospace), Big Sky, MT (Virtual), March 2021.

“Frequency Domain-Based Detection of Generated Audio”, E. R. Bartusiak and E. J. Delp, Proceedings of the Media Watermarking, Security, and Forensics Conference, IS&T Electronic Imaging Symposium (EI), Burlingame, CA (Virtual), January 2021.

“Deepfakes Detection with Automatic Face Weighting”, D. Mas, H. Hao, S. K. Yarlagadda, S. Baireddy, R. Shao, J. Horváth, J. Yang, E. R. Bartusiak, D. Güera, F. Zhu, and E. J. Delp, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Media Forensics, Seattle, WA (Virtual), June 2020.

“Splicing Detection And Localization In Satellite Imagery Using Conditional GANs”, E. R. Bartusiak, S. K. Yarlagadda, D. Güera, F. Zhu, P. Bestagini, S. Tubaro, E. J. Delp, IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), March 2019, San Jose, CA.

M.S. Thesis

"An Adversarial Approach to Spliced Forgery Detection and Localization in Satellite Imagery", E. R. Bartusiak, Purdue University, West Lafayette, IN, May 2019.

Degrees Earned

PhD in Electrical and Computer Engineering, Purdue University (in progress)

Master of Science in Electrical Engineering, Purdue University

Bachelor of Science Electrical Engineering with a Minor in Management, Purdue University