– Publications 2021

Arisoy, Sertac; Nasrabadi, Nasser M; Kayabol, Koray. GAN-based hyperspectral anomaly detection. 2020 28th European Signal Processing Conference (EUSIPCO). pp. 1891 to 1895, 2021.

Soleymani, Sobhan; Dabouei, Ali; Taherkhani, Fariborz; Dawson, Jeremy; Nasrabadi, Nasser M. Mutual information maximization on disentangled representations for differential morph detection. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 1731 to 1741, 2021.

Soleymani, Sobhan; Chaudhary, Baaria; Dabouei, Ali; Dawson, Jeremy; Nasrabadi, Nasser M. Differential morphed face detection using deep siamese networks. International Conference on Pattern Recognition. pp. 560 to 572, 2021.

 Ferdous, Syeda Nyma; Dabouei, Ali; Dawson, Jeremy; Nasrabadi, Nasser M. Super-resolution Guided Pore Detection for Fingerprint Recognition. 2020 25th International Conference on Pattern Recognition (ICPR). pp. 8085 to 8092, 2021.

Taherkhani, Fariborz; Dabouei, Ali; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Self-supervised wasserstein pseudo-labeling for semi-supervised image classification. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 12267 to 12277, 2021.

Joshi, Amol S; Dabouei, Ali; Dawson, Jeremy; Nasrabadi, Nasser M. FDeblur-GAN: Fingerprint deblurring using generative adversarial network. 2021 IEEE International Joint Conference on Biometrics (IJCB). 2021.

Dabouei, Ali; Soleymani, Sobhan; Taherkhani, Fariborz; Nasrabadi, Nasser M. Supermix: Supervising the mixing data augmentation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 13794 to 13803, 2021

Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie. Face liveness detection competition (livdet-face)-2021. 2021 IEEE International Joint Conference on Biometrics (IJCB). 2021.

Taherkhani, Fariborz; Dabouei, Ali; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Tasks structure regularization in multi-task learning for improving facial attribute prediction. arXiv preprint arXiv:2108.04353. 2021.

Taherkhani, Fariborz; Dabouei, Ali; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Attribute Guided Sparse Tensor-Based Model for Person Re-Identification. arXiv preprint arXiv:2108.04352. 2021.

Soleymani, Sobhan; Dabouei, Ali; Taherkhani, Fariborz; Iranmanesh, Seyed Mehdi; Dawson, Jeremy; Nasrabadi, Nasser M. Quality-aware multimodal biometric recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 4, num. 1, pp. 97 to 116, 2021.

Das, Priyanka; Holsopple, Laura; Rissacher, Dan; Schuckers, Michael; Schuckers, Stephanie. Iris Recognition Performance in Children: A Longitudinal Study. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 3, num. 1, 138 to 151, 2021.

Sarwar Murshed, MG; Kline, Robert; Bahmani, Keivan; Hussain, Faraz; Schuckers, Stephanie. Deep Slap Fingerprint Segmentation for Juveniles and Adults. arXiv e-prints:2110.04067. 2021.

Ayotte, Blaine; Banavar, Mahesh K; Hou, Daqing; Schuckers, Stephanie. Group leakage overestimates performance: A case study in keystroke dynamics. Proceedings of the ieee/cvf conference on computer vision and pattern recognition. pp. 1410 to 1417, 2021

Wahab, Ahmed Anu; Hou, Daqing; Schuckers, Stephanie; Barbir, Abbie. Utilizing Keystroke Dynamics as Additional Security Measure to Protect Account Recovery Mechanism. ICISSP. pp. 33 to 42, 2021.

Chen, Cunjian; Ross, Arun. An explainable attention-guided iris presentation attack detector. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 97 to 106, 2021.

Ray, Aratrika; Hou, Daqing; Schuckers, Stephanie; Barbir, Abbie. Continuous Authentication based on Hand Micro-movement during Smartphone Form Filling by Seated Human Subjects. ICISSP. pp. 424 to 431, 2021.

Ayotte, Blaine. Fast User Authentication via Keystroke Dynamics. Clarkson University. 2021.

Bahmani, Keivan; Plesh, Richard; Johnson, Peter; Schuckers, Stephanie; Swyka, Timothy. High fidelity fingerprint generation: Quality, uniqueness, and privacy. 2021 IEEE International Conference on Image Processing (ICIP). pp. 3018 to 3022, 2021.

Bahmani, Keivan; Plesh, Richard; Sahu, Chinmay; Banavar, Mahesh; Schuckers, Stephanie. SREDS: A dichromatic separation based measure of skin color. 2021 IEEE International Workshop on Biometrics and Forensics (IWBF). 2021.

Khan, Simon; Fraser, Cooper; Hou, Daqing; Banavar, Mahesh; Schuckers, Stephanie. Authenticating Facebook Users Based on Widget Interaction Behavior. 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC). 2021.

Murshed, MG Sarwar; Kline, Robert; Bahmani, Keivan; Hussain, Faraz; Schuckers, Stephanie. Deep Slap Fingerprint Segmentation for Juveniles and Adults. 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia). 2021.

Yadav, Shivangi; Ross, Arun. Cit-gan: Cyclic image translation generative adversarial network with application in iris presentation attack detection. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 2412 to 2421, 2021.

Ayotte, Blaine; Banavar, Mahesh; Hou, Daqing; Schuckers, Stephanie. Study of intra-and inter-user variance in password keystroke dynamics. In Proceedings of the 7th International Conference on Information Systems Security and Privacy-ICISSP. 2021.

Osahor, Uche; Nasrabadi, Nasser M. Quality Map Fusion for Adversarial Learning. arXiv preprint arXiv:2110.12338. 2021.

Aghdaie, Poorya; Chaudhary, Baaria; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Attention aware wavelet-based detection of morphed face images. 2021 IEEE International Joint Conference on Biometrics (IJCB). 2021.

Poster, Domenick; Nasrabadi, Nasser. Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). 2021.

McCauley, John; Soleymani, Sobhan; Williams, Brady; Dando, John; Nasrabadi, Nasser; Dawson, Jeremy. Identical twins as a facial similarity benchmark for human facial recognition. 2021 International Conference of the Biometrics Special Interest Group (BIOSIG). 2021.

Chaudhary, Baaria; Aghdaie, Poorya; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Differential morph face detection using discriminative wavelet sub-bands. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 1425 to 1434, 2021.

O’Haire, Kelsey; Soleymani, Sobhan; Chaudhary, Baaria; Aghdaie, Poorya; Dawson, Jeremy; Nasrabadi, Nasser M. Adversarially perturbed wavelet-based morphed face generation. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). 2021.

Aghdaie, Poorya; Chaudhary, Baaria; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Detection of morphed face images using discriminative wavelet sub-bands. 2021 IEEE International Workshop on Biometrics and Forensics (IWBF). 2021.

Williams, Brady; McCauley, John; Dando, John; Nasrabadi, Nasser; Dawson, Jeremy. Interoperability of Contact and Contactless Fingerprints Across Multiple Fingerprint Sensors. 2021 International Conference of the Biometrics Special Interest Group (BIOSIG). 2021.

Taherkhani, Fariborz; Talreja, Veeru; Dawson, Jeremy; Valenti, Matthew C; Nasrabadi, Nasser M. Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN. arXiv preprint arXiv:2107.13742. 2021.

Mostofa, Moktari; Mohamadi, Salman; Dawson, Jeremy; Nasrabadi, Nasser M. Deep gan-based cross-spectral cross-resolution iris recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 3, num. 4, pp. 443 to 463, 2021.

Poster, Domenick; Thielke, Matthew; Nguyen, Robert; Rajaraman, Srinivasan; Di, Xing; Fondje, Cedric Nimpa; Patel, Vishal M; Short, Nathaniel J; Riggan, Benjamin S; Nasrabadi, Nasser M. A large-scale, time-synchronized visible and thermal face dataset. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 1559 to 1568, 2021.

Mohamadi, Salman; Nasrabadi, Nasser M; Doretto, Gianfranco; Adjeroh, Donald A. Human Age Estimation from Gene Expression Data using Artificial Neural Networks. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). pp. 3492 to 3497, 2021.

Ashiqur Rahman, Syed; Giacobbi, Peter; Pyles, Lee; Mullett, Charles; Doretto, Gianfranco; Adjeroh, Donald A. Deep learning for biological age estimation. Briefings in bioinformatics. vol. 22, num. 2, pp. 1767 to 1781, 2021.

Sankaran, Nishant; Mohan, Deen Dayal; Tulyakov, Sergey; Setlur, Srirangaraj; Govindaraju, Venu. Deep Feature Fusion for Face Analytics. Deep Learning-Based Face Analytics. pp. 189 to 208, 2021.

Tulyakov, Sergey; Sankaran, Nishant; Mohan, Deen; Setlur, Srirangaraj; Govindaraju, Venu. Multistage Fusion of Face Matchers. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 1444 to 1452, 2021.

Swearingen, Thomas; Ross, Arun. Lookalike disambiguation: Improving face identification performance at top ranks. 2020 25th International Conference on Pattern Recognition (ICPR). pp. 10508 to 10515, 2021.

Banerjee, Sudipta; Ross, Arun. Conditional identity disentanglement for differential face morph detection. 2021 IEEE International Joint Conference on Biometrics (IJCB). 2021.

Grosz, Steven A; Engelsma, Joshua J; Liu, Eryun; Jain, Anil K. C2cl: Contact to contactless fingerprint matching. IEEE Transactions on Information Forensics and Security. vol. 17, pp. 196 to 210, 2021.

de Freitas Pereira, Tiago; Marcel, Sébastien. Fairness in biometrics: a figure of merit to assess biometric verification systems. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 4, num. 1, pp. 19 to 29, 2021.