Research
Publications
Check Google Scholar for an up-to-date list
J. Brogan, A. Bharati, D. Moreira, K. W. Bowyer, P. J. Flynn, A. Rocha and W. Scheirer. Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets.
A. Bharati, D. Moreira, P. J. Flynn, A. Rocha, K. W. Bowyer, and W. Scheirer. Learning Transformation-Aware Embeddings for Image Forensics. To appear in IEEE Transactions on Information Forensics and Security (TIFS), 2021.
A. Bharati, D. Moreira, J. Brogan, P. Hale, K. W. Bowyer, P. J. Flynn, A. Rocha and W. J. Scheirer. Beyond Pixels: Image Provenance Analysis Leveraging Metadata. IEEE Winter Conference on Applications in Computer Vision (WACV), 2019.
S. Banerjee*, J. Brogan*, J. Krizaj, A. Bharati, B. RichardWebster, V. Struc, P. J. Flynn and W. J. Scheirer. To Frontalize or Not To Frontalize: A Study of Face Pre-Processing Techniques and Their Impact on Recognition. IEEE Winter Conference on Applications in Computer Vision (WACV), 2018.
N. Blanchard, D. Moreira, A. Bharati, and W. J. Scheirer. Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities. In Proceedings of Grand Challenge and Workshop on Human Multimodal Language at ACL Meeting (ACL-Challenge-HML), pp. 1-10. 2018.
D. Moreira, A. Bharati, J. Brogan, A. Pinto, M. Parowski, K. W. Bowyer, P. J. Flynn, A. Rocha and W. J. Scheirer. Image Provenance Analysis at Scale. IEEE Transactions on Image Processing (TIP), 2018.
A. Bharati, M. Vatsa, R. Singh, K. W. Bowyer and X. Tong. Demography-based Facial Retouching Detection using Sub-class Supervised Sparse Autoencoder. IEEE International Joint Conference on Biometrics (IJCB), 2017. (Oral)
A. Pinto, D. Moreira, A. Bharati, J. Brogan, K. W. Bowyer, P. J. Flynn, W. J. Scheirer and A. Rocha. Provenance Filtering for Multimedia Phylogeny. IEEE International Conference on Image Processing (ICIP), 2017. (Oral)
A. Bharati, D. Moreira, A. Pinto, J. Brogan, K. W. Bowyer, P. J. Flynn, W. J. Scheirer and A. Rocha. U-Phylogeny: Undirected Provenance Graph Construction in the Wild. IEEE International Conference on Image Processing (ICIP), 2017. (Oral)
J. Brogan, P. Bestagini, A. Bharati, A. Pinto, D. Moreira, K. W. Bowyer, P. J. Flynn, A. Rocha and W. J. Scheirer. Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization. IEEE International Conference on Image Processing (ICIP), 2017. (Poster)
W. J. Scheirer, P. J. Flynn, C. Ding, G. Guo, V. Struc, M. Al Jazaery, K. Grm, S. Dobrisek, D. Tao, Y. Zhu, J. Brogan, S. Banerjee, A. Bharati, B. RichardWebster. Report on the BTAS 2016 video person recognition challenge. IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), 2016.
A. Bharati, R. Singh, M. Vatsa and K. W. Bowyer. Detecting Facial Retouching Using Supervised Deep Learning. IEEE Transactions on Information Forensics and Security (TIFS), 2016.
K. Yadav, A. Kumar, A. Bharati and V. Naik. Characterizing Mobility Patterns of People In Developing Countries using Their Mobile Phone Data. IEEE International Conference on Communication Systems and Networks (COMSNETS), 2014.
Research Mentoring
Present:
Alan Bettis, Doctoral Student, CSE, Lehigh University
Chaitanya Roygaga, Doctoral Student, CSE, Lehigh University
Joshua Krinsky, Senior, CSE, Lehigh University
Kenny Kwock, Senior, CSE, Lehigh University
Thesis Reviewing:
Patrick Skeba, PhD Candidate, CSE, Lehigh University
Shuyu Qin, Doctoral Student, CSE, Lehigh University
Joohi Chauhan, Doctoral Student, IIT Ropar
Past:
Theo Olsen, Senior, CSE, Lehigh University
Pavithra Govardhanan, Masters' Student, Colorado State University (Co-advising with Nathaniel Blanchard)
Pooja Bindal, Masters' Student, IIT-Jodhpur (Co-advising with Richa Singh)
Olivia Wang, Junior, Dept. of Computer Science and Engineering, University of Notre Dame, IN
Joel Castro, Junior, Dept. of Computer Science and Engineering, University of Notre Dame, IN
Jillian Ybanez, Sophomore, Dept. of Computer Science and Engineering, University of Notre Dame, IN
Patricia Hale, Senior, Dept. of Computer Science and Engineering, St. Mary’s College, IN
Michael Parowski, Senior, Dept. of Computer Science and Engineering, University of Notre Dame, IN
Xin Tong, Sophomore, Dept. of Computer Science and Engineering, University of Notre Dame, IN
Emma Connors, High school senior, ND Vision Participant, Now at University of Notre Dame, IN