2026 Richa Singh: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	67	2234	2167	16	16	491	14407

Research.com Recognitions

2018 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to face recognition and pattern classification
2017 - ACM Senior Member

Overview

Richa Singh is affiliated with the Indian Institute of Technology Jodhpur in India. Their research spans primarily across the field of Computer Science, with a focus on several subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Radiology, Nuclear Medicine and Imaging, and Information Systems.

The scientist's main research topics include:

Face recognition and analysis
Biometric Identification and Security
Adversarial Robustness in Machine Learning
Face and Expression Recognition
Anomaly Detection Techniques and Applications
Digital Media Forensic Detection
Generative Adversarial Networks and Image Synthesis

Richa Singh has published extensively in various academic venues. Among the most frequent publication venues are:

IEEE Transactions on Biometrics Behavior and Identity Science
Proceedings of the AAAI Conference on Artificial Intelligence
arXiv (Cornell University)
2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)
Pattern Recognition

They have coauthored numerous papers with researchers including Mayank Vatsa, Akshay Agarwal, Nalini Ratha, Puspita Majumdar, and Kartik Thakral.

Selected recent papers authored or coauthored by Richa Singh include:

"Image Transformation based Defense Against Adversarial Perturbation on Deep Learning Models" (2020), published in IEEE Transactions on Dependable and Secure Computing
"AI-based radiodiagnosis using chest X-rays: A review" (2023), published in Frontiers in Big Data
"On Matching Finger-Selfies Using Deep Scattering Networks" (2020), published in IEEE Transactions on Biometrics Behavior and Identity Science
"On AI Approaches for Promoting Maternal and Neonatal Health in Low Resource Settings: A Review" (2022), published in Frontiers in Public Health
"Motion Magnified 3-D Residual-in-Dense Network for DeepFake Detection" (2022), published in IEEE Transactions on Biometrics Behavior and Identity Science

Richa Singh has been recognized with professional distinctions including being named a Fellow of the International Association for Pattern Recognition (IAPR) in 2018 for contributions related to face recognition and pattern classification, and they were granted ACM Senior Member status in 2017.

Best Publications

A Robust Skin Color Based Face Detection Algorithm

Sanjay Kr. Singh;D. S. Chauhan;Mayank Vatsa;Richa Singh

399
Citations
Improving Iris Recognition Performance Using Segmentation, Quality Enhancement, Match Score Fusion, and Indexing

M. Vatsa;R. Singh;A. Noore

350
Citations
Computationally Efficient Face Spoofing Detection with Motion Magnification

Samarth Bharadwaj;Tejas I. Dhamecha;Mayank Vatsa;Richa Singh

290
Citations
Plastic Surgery: A New Dimension to Face Recognition

Richa Singh;Mayank Vatsa;Himanshu S Bhatt;Samarth Bharadwaj

236
Citations
Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition

Richa Singh;Mayank Vatsa;Afzel Noore

226
Citations
A comprehensive overview of biometric fusion

Maneet Singh;Richa Singh;Arun Ross

220
Citations
Periocular biometrics: When iris recognition fails

Samarth Bharadwaj;Himanshu S. Bhatt;Mayank Vatsa;Richa Singh

205
Citations
Deep dictionary learning

Snigdha Tariyal;Angshul Majumdar;Richa Singh;Mayank Vatsa

182
Citations
Unraveling the Effect of Textured Contact Lenses on Iris Recognition

Daksha Yadav;Naman Kohli;James S. Doyle;Richa Singh

181
Citations
Memetically Optimized MCWLD for Matching Sketches With Digital Face Images

H. S. Bhatt;S. Bharadwaj;R. Singh;M. Vatsa

175
Citations
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks

Gaurav Goswami;Nalini K. Ratha;Akshay Agarwal;Richa Singh

175
Citations
Detecting Silicone Mask-Based Presentation Attack via Deep Dictionary Learning

Ishan Manjani;Snigdha Tariyal;Mayank Vatsa;Richa Singh

174
Citations
LivDet iris 2017 — Iris liveness detection competition 2017

David Yambay;Benedict Becker;Naman Kohli;Daksha Yadav

167
Citations
Biometric quality: a review of fingerprint, iris, and face

Samarth Bharadwaj;Mayank Vatsa;Richa Singh

164
Citations
Feature based RDWT watermarking for multimodal biometric system

Mayank Vatsa;Richa Singh;Afzel Noore

149
Citations
Recognizing Surgically Altered Face Images Using Multiobjective Evolutionary Algorithm

H. S. Bhatt;S. Bharadwaj;R. Singh;M. Vatsa

149
Citations
Detecting Facial Retouching Using Supervised Deep Learning

Aparna Bharati;Richa Singh;Mayank Vatsa;Kevin W. Bowyer

145
Citations
Recognizing disguised faces: human and machine evaluation.

Tejas Indulal Dhamecha;Richa Singh;Mayank Vatsa;Ajay Kumar

144
Citations
Face recognition with disguise and single gallery images

Richa Singh;Mayank Vatsa;Afzel Noore

141
Citations
On RGB-D face recognition using Kinect

Gaurav Goswami;Samarth Bharadwaj;Mayank Vatsa;Richa Singh

134
Citations
Ocular biometrics

Ishan Nigam;Mayank Vatsa;Richa Singh

116
Citations
Quality-augmented fusion of level-2 and level-3 fingerprint information using DSm theory

Mayank Vatsa;Richa Singh;Afzel Noore;Max M. Houck

63
Citations
Integrated Multilevel Image Fusion and Match Score Fusionof Visible and Infrared Face Images for Robust Face Recognition

Richa Singh;MayankVatsa;Afzel Noore

1
Citations

Frequent Co-Authors

Mayank Vatsa Indian Institute of Technology Jodhpur

Afzel Noore Texas A&M University – Kingsville

Angshul Majumdar Indraprastha Institute of Information Technology Delhi

Nalini K. Ratha University at Buffalo, State University of New York

Arun Ross Michigan State University

Kevin W. Bowyer University of Notre Dame

Rama Chellappa Johns Hopkins University

Pabitra Mitra Indian Institute of Technology Kharagpur

Stephanie Schuckers Clarkson University

Vishal M. Patel Johns Hopkins University

External Links

Personal website of Richa Singh

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