Research

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.

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