Gaurav Goswami

Ph.D. Student
Indraprastha Institute of Information Technology, Delhi

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Full Curriculum Vitae (PDF) Machine Learning, Deep Learning, Computer Vision, Image Processing, Biometrics. B. Tech. Computer Science & Engineering, IIIT-Delhi, 2008 - 2012

Journals and Intellectual Property Disclosure


• P. Mittal, A. Jain, G. Goswami, M. Vatsa, and R. Singh, Composite sketch recognition using saliency and attribute feedback, Information Fusion, Volume 33, Pages 86-99, 2017.
• A. Sankaran, G. Goswami, M. Vatsa, R. Singh, and A. Majumdar, Class Sparsity Signature based Restricted Boltzmann Machines, Pattern Recognition, 2016. (Available online, http://dx.doi.org/10.1016/j.patcog.2016.04.014)
• G. Goswami, P. Mittal, A. Majumdar, M. Vatsa, and R. Singh, Group Sparse Representation based Classication for Multi-feature Multimodal Biometrics, Information Fusion, 2015. (Accepted)
• G. Goswami, M. Vatsa, and R. Singh, RGB-D Face Recognition with Texture and Attribute Features, IEEE Transactions on Information Forensics and Security, Volume 9(10), pages 1629-1640, 2014.
• G. Goswami, B. Powell, M. Vatsa, R. Singh, and A. Noore, FR-CAPTCHA: CAPTCHA Based on Recognizing Human Faces. PLoS ONE, Volume 9, 2014.
• B. Powell, G. Goswami, M. Vatsa, R. Singh, and A. Noore, fgCAPTCHA: Genetically Opti- mized Face Image CAPTCHA, IEEE Access, Volume 2, Pages 473-484, 2014.
• G. Goswami, B. Powell, M. Vatsa, R. Singh, and A. Noore, FaceDCAPTCHA: Face detection based color image CAPTCHA, Future Generation Computer Systems, Volume 31, Pages 59-68, 2014.
• B. Powell, A. Noore, R. Singh, M. Vatsa, and G. Goswami, Optimized Distortion Face Detection and Face Recognition CAPTCHAs, Intellectual Property Disclosure Accepted, West Virginia University, 2014.
Book Chapters


• T.I. Dhamecha, G. Goswami, R. Singh, and M. Vatsa, On the Importance of Frame Selection for Video Face Recognition, In Advances in Face Detection and Facial Image Analysis, Book Editors: Michal Kawulok, M. Emre Celebi, and Bogdan Smolka, Springer, 2015. (Accepted, in press)
• G. Goswami, M. Vatsa, and R. Singh, Face Recognition with RGB-D images using Kinect, In Face Recognition across the EM Spectrum, Book Editor: Thirimachos Bourlai, Springer, 2015. (Invited, in press)
• G. Goswami, R. Singh, and M. Vatsa, Automated Spam Detection in Short Text Messages, In Machine Intelligence and Signal Processing, Book Editors: Richa Singh, Mayank Vatsa, Angshul Majumdar, and Ajay Kumar, Springer, 2015. (In press)
Conferences


• G. Goswami, N. Ratha, M. Vatsa, and R. Singh, Improving Classier Fusion via Pool Adjacent Violators Normalization, 23rd International Conference on Pattern Recognition, 2016. (Oral Presentation)
• B. Powell, G. Goswami, M. Vatsa, R. Singh, and A. Noore, A Multibiometrics-based CAPTCHA for Improved Online Security, 6th IEEE International Conference on Biometrics: Theory, Applications and Systems, 2016.
• R. Bhardwaj, G. Goswami, M. Vatsa, and R. Singh, Harnessing Social Context for Improved Face Recognition, ICB 2015.
• A. Jain, P. Mittal, G. Goswami, M. Vatsa and R. Singh, Person Identication at a Distance via Ocular Biometrics, In Proceedings of IEEE International Conference on Identity, Security and Behavior Analysis, 2015.
• A. Jain, P. Mittal, G. Goswami, M. Vatsa, and R. Singh, Person Identification at a Distance via Ocular Biometrics, ISBA 2015.
• G. Goswami, R. Bhardwaj, M. Vatsa, and R. Singh, MDLFace: Memorability augmented deep learning for video face recognition, International Joint Conference on Biometrics, 2014. (Oral Presentation)
• P. Mittal, A. Jain, G. Goswami, M. Vatsa, and R. Singh, Recognizing Composite Sketches with Digital Face Images via SSD Dictionary, International Joint Conference on Biometrics, 2014.
• G. Goswami, S. Bharadwaj, M. Vatsa, and R. Singh, On RGB-D Face Recognition using Kinect, 6th IEEE International Conference on Biometrics: Theory, Applications and Systems, 2013 (Received the Best Poster Award).
• G. Goswami, R. Singh, M. Vatsa, B. M. Powell, and A. Noore, Face Recognition CAPTCHA, 5th IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 412-417, 2012.