Publications 2017

Pandey R.K., Zhou Y., Kota B.U., Govindaraju V.,”Learning Representations for Cryptographic Hash Based Face Template Protection”.. In: Bhanu B., Kumar A. (eds) Deep Learning for Biometrics. Advances in Computer Vision and Pattern Recognition. Springer, 2017

N. Narayan, N. Sankaran, D. Arpit, K. Dantu, S. Setlur, and V. Govindaraju, “Person Reidentification for Improved Multi-Person Multi-Camera Tracking by Continuous Entity Association, CVPR-W, 2017.

N. Lakshminarayana, N. Narayanan, N. Napp, and V. Govindaraju,“A Discriminative Spatiotemporal Mapping of Face for Liveness Detection”, IEEE International Conference on Identity, Security and Behavioral Analysis (ISBA), 2017.

N. Pokhriyal, K. Tayal, I. Nwogu and V. Govindaraju, “Cognitive-biometric recognition from language usage: A feasibility study”, Transactions on Information Forensics and Security, Vol. 12, No. 1, 2017.

S. Tulyakov, N. Sankaran, S. Setlur, and V. Govindaraju, “Score Normalization in Stratified Biometrics Systems”, IEEE International Joint Conference in Biometrics (IJCB 2017), Denver, CO, 2017.

G-D. Guo, and H. Wechsler (2017). Mobile Biometrics. The Institution of Engineering and Technology. ISBN: 978-1-78561-095-0

P. Karampelas, and T. Bourlai,(2018). Surveillance in Action. Springer. DOI: 10.1007/978-3-319-68533-5

S. El-Naggar, A. Abaza, and T. Bourlai (2018). A Study on Human Recognition using Auricle and Side View Face Images. Surveillance in Action. P. Karampelas, T. Bourlai. Springer. DOI: 10.1007/978-3-319-68533-5.

N. Narang, and T. Bourlai (2018). Deep Feature Learning for Classification when using Single Sensor Multi-Wavelength based Facial Recognition Systems in SWIR Band. Surveillance in Action. P. Karampelas, T. Bourlai, editors. Springer. DOI: 10.1007/978-3-319-68533-5.

N. Osia, T. Bourlai, and L. Hornak (2018). Facial Surveillance and Recognition in the Passive Infrared Bands. Surveillance in Action. P. Karampelas, T. Bourlai, editors. Springer. DOI: 10.1007/978-3-319-68533-5.

M. Vatsa, R. Singh, and A. Majumdar (2017). Deep Siamese Convolutional Neural Networks for Identical Twins and look-alike Identification. Deep Learning in Biometrics. CRC Press. ISBN: 978-1138578234.

X. Yang, and T. Bourlai (2018). Video-Based Human Respiratory Wavelet Extraction and Identity Recognition. Surveillance in Action. P. Karampelas, T. Bourlai, editors. Springer. DOI: 10.1007/978-3-319-68533-5.

V. Talreja, M. Valenti, and N. Nasrabadi. (2017). Multibiometric secure system based on deep learning. Proc. IEEE Global Conf. on Signal and Information Processing (GlobalSIP).

T. Dao, A. Roy-Chowdhury, N. Nasrabadi, S. Krishnamurthy, P. Mohapatra, and L. Kaplan. (2017). Accurate and Timely Situation Awareness Retrieval from a Bandwidth Constrained Camera Network. IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS’17). pp. 416 to 425. doi:10.1109/MASS.2017.29

N. Kohli, D. Yadav, M. Vatsa, R. Singh, and A. Noore. (2017). Synthetic iris presentation attack using iDCGAN. International Joint Conference on Biometrics (IJCB). pp. 674 to 680. doi:10.1109/BTAS.2017.8272756

N. Kohli, M. Vatsa, S. Mayank, R. Singh, A. Noore, and A. Majumdar. (2017). Hierarchical Representation Learning for Kinship Verification. IEEE Transactions on Image Processing. 26 (1). pp. 289 to 302. doi:10.1109/TIP.2016.2609811

A. Agarwal, R. Singh, M. Vatsa, and A. Noore. (2017). SWAPPED! Digital face presentation attack detection via weighted local magnitude pattern. International Joint Conference on Biometrics (IJCB). pp. 659 to 665. doi:10.1109/BTAS.2017.8272754

D. Yambay, B. Becker, N. Kohli, D. Yadav, A. Czajka, K. Bowyer, S. Schuckers, R. Singh, M. Vatsa, A. Noore, D. Gragnaniello, C. Sansone, L. Verdoliva, L. He, Y. Ru, H. Li, N. Liu, Z. Sun, and T. Tan. (2017). LivDet iris 2017 — Iris liveness detection competition 2017. International Joint Conference on Biometrics (IJCB). pp. 733 to 741. doi:10.1109/BTAS.2017.8272763

M. Singh, S. Nagpal, M. Vatsa, R. Singh, A. Noore, and A. Majumdar. (2017). Gender and ethnicity classification of Iris images using deep class-encoder. International Joint Conference on Biometrics (IJCB). pp. 666 to 673. doi:10.1109/BTAS.2017.8272755

T. Toma, Z. Williams, J. Dawson, and D. Adjeroh. (2017). What can one chromosome tell us about human biogeographical ancestry?. Proc. 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). pp. 188 to 193. doi:10.1109/BIBM.2017.8217648

S. Motiian, M. Piccirilli, D. Adjeroh, and G. Doretto. (2017). Unified Deep Supervised Domain Adaptation and Generalization. IEEE International Conference on Computer Vision (ICCV). pp. 5716 to 5726. doi:10.1109/ICCV.2017.609

S. Nagpal, M. Singh, R. Singh, M. Vatsa, A. Noore, and A. Majumdar. (2017). Face Sketch Matching via Coupled Deep Transform Learning. International Joint Conference on Biometrics (IJCB). pp. 5429 to 5438. doi:10.1109/ICCV.2017.579

D. Yadav, N. Kohli, M. Vatsa, R. Singh, and A. Noore. (2017). Unconstrained visible spectrum iris with textured contact lens variations: Database and benchmarking. International Joint Conference on Biometrics (IJCB). pp. 574 to 580. doi:10.1109/BTAS.2017.8272744

S. Nagpal, M. Singh, A. Jain, R. Singh, M. Vatsa, and A. Noore. (2017). On matching skulls to digital face images: A preliminary approach. International Joint Conference on Biometrics (IJCB). pp. 813 to 819. doi:10.1109/BTAS.2017.8272775

M. Piccirilli, G. Doretto, and D. Adjeroh. (2017). A Framework for Analyzing the Whole Body Surface Area from a Single View. PloS one. 12 (1) e0166749.

D. Yadav, N. Kohli, S. Nagpal, M. Singh, P. Pandey, M. Vatsa, R. Singh, A. Noore, G. Prabhakaran, and H. Mahajan. (2017). Region-specific fMRI dictionary for decoding face verification in humans. International Joint Conference on Biometrics (IJCB). pp. 3814 to 3821. doi:10.1109/IJCNN.2017.7966337

A. Agarwal, D. Yadav, N. Kohli, R. Singh, M. Vatsa, and A. Noore. (2017). Face Presentation Attack with Latex Masks in Multispectral Videos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop. pp. 275 to 283. doi:10.1109/CVPRW.2017.40

M. Gunther, P. Hu, C. Herrmann, C. Chan, M. Jiang, S. Yang, A. Dhamija, D. Ramanan, J. Beyerer, J. Kittler, M. Jazaery, M. Al Nouyed, G-D. Guo, C. Stankiewicz, and T. Boult. (2017). Unconstrained Face Detection and Open-Set Face Recognition Challenge. International Joint Conference on Biometrics. pp. 697 to 706. doi:10.1109/BTAS.2017.8272759

S. Leffel, T. Bourlai, and J. Dawson. (2017). Autofocus for SWIR facial imagery utilizing Haar wavelets. IEEE International Symposium on Technologies for Homeland Security (HST). pp. 1 to 10. doi:10.1109/THS.2017.7943491

N. Osia, and T. Bourlai. (2017). On Matching Visible to Passive Infrared Face Images Using Image Synthesis & Denoising. 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017). pp. 904 to 911. doi:10.1109/FG.2017.129

N. Narang, M. Martin, D. Metaxas, and T. Bourlai. (2017). Learning Deep Features for Hierarchical Classification of Mobile Phone Face Datasets in Heterogeneous Environments. 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017). pp. 186 to 193. doi:10.1109/FG.2017.139

L. Chen, Y. Ye, and T. Bourlai. (2017). Adversarial Machine Learning in Malware Detection: Arms Race between Evasion Attack and Defense. IEEE EISIC. pp. 99 to 106. doi:10.1109/EISIC.2017.21

M. Martin, and T. Bourlai. (2017). Enhanced Tattoo Image Quality Assessment Through Multispectral Sensing. IEEE Sensors Letters. 1 (6). pp. 1 to 4. doi:10.1109/LSENS.2017.2768326

A. Dabouei, H. Kazemi, S. Iranmanesh, J. Dawson, and N. Nasrabadi. (2018). Fingerprint Distortion Rectification using Deep Convolutional Neural Networks. The 11th IAPR International Conference on Biometrics (ICB 2018).

A. Torfi, S. Iranmanesh, N. Nasrabadi, and J. Dawson. (2017). 3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition. IEEE Access. 5. pp. 22081 to 22091. doi:10.1109/ACCESS.2017.2761539

N. Osia, and T. Bourlai. (2017). Bridging the spectral gap using image synthesis: a study on matching visible to passive infrared face images. Machine Vision and Applications. 28 (5-6). pp. 649 to 663. doi:10.1007/s00138-017-0855-1

V. Talreja, T. Ferrett, M. Valenti, and A. Ross. (2018). Biometrics-as-a-Service: A framework to promote innovative biometric recognition in the cloud. Proc. IEEE Int. Conf. on Consumer Electronics (ICCE).

S. Iranmanesh, and N. Nasrabadi. (2018). Deep Cross Polarimetric Thermal-to- visible Face Recognition. The 11th IAPR International Conference on Biometrics (ICB 2018)

M. Martin, J. Dawson, and T. Bourlai (2017). Large Scale Data Collection of Tattoo-Based Biometric Data from Social-Media Websites. IEEE EISIC. pp. 135 to 138. doi:10.1109/EISIC.2017.27

O. Ulutan, B. Riggan, N. Nasrabadi, and B. Manjunath, “An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data,” Conf. on Applications of Computer Vision (WACV 2018), March 12-14, 2018, Lake Tahoe, NV/CA.

H. Kazemi, M. Iranmanesh, and N. Nasrabadi, “Automatic target recognition using deep convolutional neural networks,” Automatic Target Recognition XXVIII, SPIE SPIE Defense and Commercial Sensing, Gaylord Palms Resort ; Convention Center, Orlando,FL, US, 15 – 19 April 2018.

D. Yadav, N. Kohli, S. Yadav, M. Vatsa, R. Singh, and A. Noore. (2018). Iris Presentation Attack via Textured Contact Lens in Unconstrained Environment. IEEE Winter Conference on Applications of Computer Vision (WACV).

C. Fiandrino, B. Kantarci, F. Anjomshoa, D. Kliazovich, P. Bouvry, J. Matthews (2016). Sociability-Driven User Recruitment in Mobile Crowdsensing Internet of Things Platforms. IEEE Global Communications Conference (GLOBECOM).

F. Anjomshoa, B. Kantarci, M. Erol-Kantarci, S. Schuckers (2016). A mobile platform for sociability-based continuous identification. IEEE 21st International Workshop on Computer Aided Modelling and Design of Communication Links and Networks (CAMAD).

F. Anjomshoa, M. Catalfamo, D. Hecker, N. Helgeland, A.Rasch, B. Kantarci, M. Erol-Kantarci , S. Schuckers (2016). Mobile Behaviometric Framework for Sociability Assessment and Identification of Smartphone Users. 21st IEEE Symposium on Computers and Communications (ISCC),.

L Ghiani; D A Yambay; V Mura; GL Marcialis; F Roli; SA Schuckers (2016). Review of the Liveness Detection (LivDet) Competition Series: 2009 to 2015. Image and Vision Computing (2016), vol. 58, pp. 110-125, 2017.

E Newton, S Schuckers, (2016). Recommendations for Presentation Attack Detection: Mitigation of threats due to spoof attacks. Internation Biometric Performance Conference (IBPC). NIST, Gaithersburg, MD.

Iranmanesh, S. M., Dabouei, A., Kazemi, H., & Nasrabadi, N. M. (2018). Deep Cross Polarimetric Thermal-to-visible Face Recognition. arXiv preprint arXiv:1801.01486.

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