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
Proceedings ArticleDOI
FPGA-based coprocessor for text string extraction
TL;DR: The design and synthesis of a high-performance coprocessor to meet the compute load for image morphology operations is described and the algorithm has been synthesized for Splash 2, an attached processor on Sun hosts.
Journal ArticleDOI
Image Transformation-Based Defense Against Adversarial Perturbation on Deep Learning Models
TL;DR: This article proposes a non-deep learning approach that searches over a set of well-known image transforms such as Discrete Wavelet Transform and Discrete Sine Transform, and classifies the features with a support vector machine-based classifier, efficiently generalizes across databases as well as different unseen attacks and combinations of both.
Patent
System and method for generating a rolled surface representation from a set of partial images
TL;DR: In this paper, a system and method for constructing a complete rolled surface image from a set of partial surface images is presented, where each partial image is represented as a fixed size and each pixel in each of the partial images has a unique position in the partial image.
Proceedings ArticleDOI
Novel Approaches for Minutiae Verification in Fingerprint Images
TL;DR: This work proposes two new techniques for minutiae verification based on non-trivial gray level features that intuitively represent the structural properties of the minutia neighborhood leading to better classification.