N
Nalini K. Ratha
Researcher at IBM
Publications - 230
Citations - 13245
Nalini K. Ratha is an academic researcher from IBM. The author has contributed to research in topics: Biometrics & Fingerprint recognition. The author has an hindex of 50, co-authored 216 publications receiving 12290 citations. Previous affiliations of Nalini K. Ratha include Michigan State University & University at Buffalo.
Papers
More filters
Patent
Visual object recognition
TL;DR: In this paper, the authors proposed a method for training an object-recognition neural network that identifies an object in a computer-readable image by assigning a first neural network to determine a visual alignment model of the images for determining a normalized alignment of the object.
Journal ArticleDOI
Cognitive data augmentation for adversarial defense via pixel masking
TL;DR: The proposed PixelMask based data augmentation approach improves the classification performance on adversarially perturbed images and can be combined with any deep neural network (DNN) architecture to increase the robustness.
Patent
Methods and apparatus for generation of cancelable face template
TL;DR: In this paper, the location information associated with the selected facial feature point and/or the representation of the region proximate to the selected feature point are distorted and a distorted template is then formed.
Proceedings ArticleDOI
Noise is Inside Me! Generating Adversarial Perturbations with Noise Derived from Natural Filters
TL;DR: This research presents a novel scheme termed as Camera Inspired Perturbations to generate adversarial noise, which is model-agnostic and can be utilized to fool multiple deep learning classifiers on various databases.
Book ChapterDOI
Performance evaluation in 1: 1 biometric engines
TL;DR: The basic terminology, performance metrics and related system issues are explained and practical methods used for evaluating 1 : 1 biometric match engine accuracy performance performance are discussed.