Publications 2020

Lakshminarayana, Nagashri N; Mohan, Deen Dayal; Sankaran, Nishant; Setlur, Srirangaraj; Govindaraju, Venu. Multi-modal Conditional Feature Enhancement for Facial Action Unit Recognition. Domain Adaptation for Visual Understanding. pp. 95 to 109, 2020.

Sankaran, Nishant; Mohan, Deen Dayal; Lakshminarayana, Nagashri N; Setlur, Srirangaraj; Govindaraju, Venu. Domain Adaptive Representation Learning for Facial Action Unit Recognition. Pattern Recognition. vol. 102, pp. 107 to 127, 2020.

Mohan, Deen Dayal; Sankaran, Nishant; Fedorishin, Dennis; Setlur, Srirangaraj; Govindaraju, Venu. Moving in the Right Direction: A Regularization for Deep Metric Learning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 14591 to 14599, 2020.

Ayotte, Blaine; Banavar, Mahesh; Hou, Daqing; Schuckers, Stephanie. Fast Free-text Authentication via Instance-based Keystroke Dynamics. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 2, no. 4, pp. 377 to 387, 2020.

Purnapatra, Sandip; Das, Priyanka; Holsopple, Laura; Schuckers, Stephanie. Longitudinal Study of Voice Recognition in Children. International Conference of the Biometrics Special Interest Group. pp. 438 to 448, 2020.

Das, Priyanka; McGrath, Joseph; Fang, Zhaoyuan; Boyd, Aidan; Jang, Ganghee; Mohammadi, Amir; Purnapatra, Sandip; Yambay, David; Marcel, Sébastien; Trokielewicz, Mateusz. Iris Liveness Detection Competition. arXiv preprint arXiv:2009.00749. 2020.

Das, Priyanka; Holsopple, Laura; Schuckers, Michael; Schuckers, Stephanie. Analysis of Dilation in Children and its Impact on Iris Recognition. arXiv preprint arXiv:2009.00777. 2020.

Qia, Xuan; Liub, Chen. Compression Artifact Mitigation for Face in Video Recognition. Society of Photo-Optical Instrumentation Engineers Conference Series. vol. 11419, pp. 114190M. 2020.

Qi, Xuan; Liu, Chen. Mitigate compression artifacts for face in video recognition. Disruptive Technologies in Information Sciences. vol. 11419, pp. 114190M. 2020.

Qi, Xuan. A Deep Dive Into Face in Video Recognition: Approaches and Applications. 2020.

Engelsma, Joshua J; Jain, Anil K; Boddeti, Vishnu Naresh. Homomorphically Encrypted Representation Search. arXiv preprint arXiv:2003.12197. 2020.

Talreja, Veeru; Valenti, Matthew; Nasrabadi, Nasser. Deep Hashing for Secure Multimodal Biometrics. IEEE Transactions on Information Forensics and Security. 2020.

Taherkhani, Fariborz; Talreja, Veeru; Dawson, Jeremy; Valenti, Matthew C; Nasrabadi, Nasser M. Profile to Frontal Coupled GAN for Face Recognition in the Wild. arXiv preprint arXiv:2005.02166. 2020.

Taherkhani, Fariborz; Talreja, Veeru; Valenti, Matthew C; Nasrabadi, Nasser M. Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval. IEEE Transactions on Biometrics, Behavior, and Identity Science. 2020.

Osahor, Uche; Kazemi, Hadi; Dabouei, Ali; Nasrabadi, Nasser. Quality Guided Sketch-to-Photo Image Synthesis. Conference on Computer Vision and Pattern Recognition Workshops. pp. 820 to 821. 2020.

Ferdous, Syeda Nyma; Mostofa, Moktari; Osahor, Uche; Nasrabadi, Nasser M. Target classification in infrared imagery by cross-spectral synthesis using GAN. Automatic Target Recognition. vol. 11394, pp. 113940B. 2020.

Nasrabadi, Nasser M; Dawson, Jeremy M; Dabouei, Ali. Fingerprint distortion rectification using deep convolutional neural networks. 2020.

Arisoy, Sertac; Nasrabadi, Nasser M; Kayabol, Koray. GAN-based Hyperspectral Anomaly Detection. arXiv preprint arXiv:2007.02441. 2020.

Iranmanesh, Seyed Mehdi; Riggan, Benjamin; Hu, Shuowen; Nasrabadi, Nasser M. Coupled generative adversarial network for heterogeneous face recognition. Image and Vision Computing. vol. 94, pp. 103861. 2020.

Mostofa, Moktari; Taherkhani, Fariborz; Dawson, Jeremy; Nasrabadi, Nasser M. Cross-Spectral Iris Matching Using Conditional Coupled GAN. arXiv preprint arXiv:2010.11689. 2020.

Iranmanesh, Seyed Mehdi; Dabouei, Ali; Soleymani, Sobhan; Kazemi, Hadi; Nasrabadi, Nasser. Robust facial landmark detection via aggregation on geometrically manipulated faces. IEEE Winter Conference on Applications of Computer Vision. pp. 330 to 340. 2020.

Kazemi, Hadi; Iranmanesh, Seyed Mehdi; Nasrabadi, Nasser M. INCORPORATING FACIAL ATTRIBUTES IN CROSS-MODAL FACE VERIFICATION AND SYNTHESIS. Handbook Of Pattern Recognition And Computer Vision. pp. 343. 2020.

Dabouei, Ali; Taherkhani, Fariborz; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser. Boosting Deep Face Recognition via Disentangling Appearance and Geometry. IEEE Winter Conference on Applications of Computer Vision. pp. 320 to 329. 2020.

Taherkhani, Fariborz; Dawson, Jeremy; Nasrabadi, Nasser M. Deep Sparse Band Selection for Hyperspectral Face Recognition. Hyperspectral Image Analysis. pp. 319 to 350. 2020.

Dabouei, Ali; Soleymani, Sobhan; Taherkhani, Fariborz; Dawson, Jeremy; Nasrabadi, Nasser M. Exploiting Joint Robustness to Adversarial Perturbations. Conference on Computer Vision and Pattern Recognition. pp. 1122 to 1131. 2020.

Dabouei, Ali; Soleymani, Sobhan; Taherkhani, Fariborz; Dawson, Jeremy; Nasrabadi, Nasser. Smoothfool: An efficient framework for computing smooth adversarial perturbations. IEEE Winter Conference on Applications of Computer Vision. pp. 2665 to 2674. 2020.

Wang, Qiangchang; Wu, Tianyi; Zheng, He; Guo, Guodong. Hierarchical Pyramid Diverse Attention Networks for Face Recognition. Conference on Computer Vision and Pattern Recognition. pp. 8326 to 8335. 2020.

Jia, Shan; Guo, Guodong; Xu, Zhengquan. A survey on 3D mask presentation attack detection and countermeasures. Pattern Recognition. vol. 98, pp. 107032. 2020.

Jiang, Min; Guo, Guodong; Mu, Guowang. Visual BMI estimation from face images using a label distribution based method. Computer Vision and Image Understanding. pp. 102985. 2020.

Jia, Shan; Li, Xin; Hu, Chuanbo; Guo, Guodong; Xu, Zhengquan. 3D Face Anti-spoofing with Factorized Bilinear Coding. arXiv preprint arXiv:2005.06514. 2020.
Valenti, Matteo; Rode, Elisabeth Lea. Systems and methods for performing biometric registration and authentication of a user to provide access to a secure network. 2020.