Publications 2019

Deen Dayal Mohan, Nishant Sankaran, Sergey Tulyakov, Srirangaraj Setlur, Venu Govindaraju,”Significant Feature Based Representation for Template Protection”.. IEEE Conference on Computer Vision and Pattern Recognition Workshop on Biometrics, 2019.

 

Neeti Narayan, Nishant Sankaran, Srirangaraj Setlur, Venu Govindaraju: Learning deep features for online person tracking using non-overlapping cameras: A survey. Image Vis. Comput. 89: 222-235 (2019) 

 

Sankaran, N., Mohan, D., Setlur, S., Govindaraju, V.P., & Fedorishin, D. (2019). Representation Learning Through Cross-Modality Supervision. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition), 1-8. (2019) 

 

Lakshminarayana, N., Sankaran, N., Setlur, S., & Govindaraju, V. Multimodal Deep Feature Aggregation for Facial Action Unit Recognition using Visible Images and Physiological Signals. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition, 1–4. (2019)

 

Lakshminarayana, N.N., Mohan, D.D., Sankaran, N., Setlur, S., & Govindaraju, V., Multi-modal Conditional Feature Enhancement for Facial Action Unit Recognition. Domain Adaptation for Visual Understanding. (2020) 

 

Sankaran, Nishant, Deen Dayal Mohan, Nagashri N. Lakshminarayana, Srirangaraj Setlur and Venu Govindaraju. “Domain adaptive representation learning for facial action unit recognition.” Pattern Recognition 102 (2020)

 

Baicheng Chen, Kun Woo Cho, Chenhan Xu, Feng Lin, Zhanpeng Jin, Wenyao Xu, “Exploiting Mallows Distance to Quantify EEG Distribution for Personal Identification“, IEEE Conference on Dependable and Secure Computing (DSC’19), Hangzhou, China, November 2019

 

Aditya Singh Rathore, Weijin Zhuy, Afee Daiyany, Chenhan Xu, Feng Lin, Kui Ren, Kun Wang, Wenyao Xu, “Multi-modal Conditional Feature Enhancement for Facial Action Unit Recognition“, ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’20), Toronto, Canada, June 2020

 

B. Ayotte, J. Huang, M.K. Banavar, D. Hou, S. Schuckers, “Fast Continuous User Authentication Using Distance Metric Fusion of Free-Text Keystroke Data,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019.

 

B. Ayotte, M.K. Banavar, D. Hou, S. Schuckers, “Fast and Accurate Continuous User Authentication by Fusion of Instance-based, Free-text Keystroke Dynamics,” BIOSIG 2019.  

 

J. Huang, B. Klee, D. Schuckers, D. Hou and S. Schuckers, “Removing Personally Identifiable Information from Shared Dataset for Keystroke Authentication Research,” 2019 IEEE 5th International Conference on Identity, Security, and Behavior Analysis (ISBA), Hyderabad, India, 2019, pp. 1-7.

 

Y. Liu, G. Sun and S. Schuckers, “Enabling Secure and Privacy Preserving Identity Management via Smart Contract,” 2019 IEEE Conference on Communications and Network Security (CNS), Washington DC, DC, USA, 2019, pp. 1-8.

 

Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures R Plesh, K Bahmani, G Jang, D Yambay, K Brownlee… – 2019 International Conference on Biometrics (ICB), 2019

 

A Feasibility Study on Utilizing Toe Prints for Biometric Verification of Children D Yambay, M Johnson, K Bahmani, S Schuckers – 2019 International Conference on Biometrics (ICB), 2019

 

Z Semnani-Azad, SYJ Chien, Y Forster, S Schuckers, G Houchao, Development of Trust Measure in Biometric Technology, Proceedings of the 52nd Hawaii International Conference on System Sciences,  Advances in Trust, Identity, and Trusted Systems in Technology-Mediated Environments, 08 Jan 2019

 

Yambay D, Ghiani L, Marcialis GL, Roli F, Schuckers S (2019) Review of fingerprint presentation attack detection competitions. In: Handbook of biometric anti-spoofing, pp 109–131. Springer

 

Yambay D, Czajka A, Bowyer K, Vatsa M, Singh R, Schuckers S (2019) Review of iris presentation attack detection competitions. In: Handbook of biometric anti-spoofing, pp 169–183. Springer

 

Security and Stability of Fingerprint and Iris Biometric Recognition Systems Authors, David Yambay, 2019, PhD Dissertation, Clarkson University 

 

Iranmanesh, Seyed-Mehdi and Nasrabadi, Nasser M. Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition. IAPR International Conference On Biometrics, 2019.

 

Dabouei, Ali and Soleymani, Sobhhan and Dawson, Jeremy and Nasrabadi, Nasser M. Deep Contactless Fingerprint Unwarping. IAPR International Conference On Biometrics, 2019.

 

Talerja, Veeru and Valenti, Mathew and Nasrabadi, Nasser M. Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection. IEEE International Conference on Biometrics: Theory, Applications, and Systems, 2019.

 

Taherkhani, Fariborz and Kazemi, Hadi and Dabouei, Ali and Dawson, Jeremy and Nasrabadi, Nasser M. A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision. International Conference on Computer Vision (ICCV), 2019.

 

Xuan, Xu and Li, Xin. Scan: Spatial color attention networks for real single image super-resolution. CVPR Workshop, Long Beach, CA, 16-20 June, 2019.

 

D. Poster, B. S. Riggan, S. Hu, N. M. Nasrabadi, “An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery,” CVPRW’19, 15th IEEE Workshop on Perception Beyond the

Visible Spectrum (PBVS’19), Long Beach, CA, 16-20 June, 2019.

 

Talreja, Veeru and Taherkhani, Fariborz and Nasrabadi, Nasser M and Valenti, Mathew.Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition. IEEE International Conference on Biometrics Theory Applications and Systems, 2019.

 

Soleymani, Sobhhan and Dabouei, Ali and Dawson, Jeremy and Nasrabadi, Nasser M. Adversarial Examples to Fool Iris Recognition Systems. IAPR International Conference On Biometrics, 2019.

 

Dabouei, Ali and Soleymani, Sobhan and Dawson, Jeremy and Nasrabadi, Nasser. Fast Geometrically-Perturbed Adversarial Faces. IEEE Winter Conference on Applications of Computer Vision (WACV), 2019.

 

Kazemi, Hadi and Taherkhani, Fariborz and Nasrabadi, Nasser M. Identity-Aware Deep Face Hallucination via Adversarial Face Verification. IEEE International Conference on Biometrics Theory Applications and Systems, 2019.

 

Shan, Jia and Chuanbo, Hu and Guodong, Guo and Zhengquan, Xu. A database for face presentation attack using wax figure faces. ICIAP, 2019.

 

Zhou, Xiuzhuang and Jin, Kai and Xu, Min and Guo, Guodong. Learning deep compact similarity metric for kinship verification from face images. Information Fusion, 2019.

 

Mbadiwe, Somadina and Dawson, Jeremy and Adjeroh, Donald. FaceSNPs: Identifying Face-Related SNPs from the Human Genome. International Conference on Bioinformatics and Biomedicine (BIBM), 2019.

 

Mbadiwe, Somadina and Dawson, Jeremy and Adjeroh, Donald. Proximity Search Method for Mining Biomedical and Genomic Information. BIBM, 2019.

 

Yu, Yu-Feng and Ren, Chuan-Xian and Jiang, Min and Sun, Man-Yu and Dai, Dao-Qing and Guo, Guodong. Sparse approximation to discriminant projection learning and application to image classification. Pattern Recognition, 2019.

 

Wang, Qiangchang and Guo, Guodong. Benchmarking deep learning techniques for face recognition. Journal of Visual Communication and Image Representation, 2019.

 

Chun, Wei Chiang and Eber, Betanzos and Saiph, Savage. Deploying Real World Blockchain Systems. Cyberspace studies, 2019.

 

Chun-Wei, Chiang and Eber, Betanzos and Michael, Austin and Saiph, Savage. Designing Blockchain Technology to Transform Rural Communities. CHI conference on Human Factors in Computing Systems, 2019.

 

Talreja, Veeru and Soleymani, Sobhan and Valenti, Matthew C. and Nasrabadi, Nasser M. Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding. IEEE International Conference on Communications, 2019.

 

Jiang, Min and Guo, Guodong. Body Weight Analysis from Human Body Images. IEEE Transactions on Information Forensics and Security. vol. 14, no10, pp. 2676 to 2688, 2019

 

Zhang, Lining and Shum, Hubert P. H. and Liu, Li and Guo, Guodong and Shao, Ling. Multiview discriminative marginal metric learning for makeup face verification. Neurocomputing, 2019.

 

Taherkhani, Fariborz and Dawson, Jeremy and Nasrabadi, Nasser M. Hyperspectral Band Selection for Face Recognition Based on a Structurally Sparsified Deep Convolutional Neural Networks. IAPR International Conference on Biometrics, 2019.

 

Sabatier, Stallone B. and Trester, Morgan R. and Dawson, Jeremy M. (2019). Measurement of the impact of identical twin voices on automatic speaker recognition. Measurement, vol. 134, pp. 385-389, 2019.