D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 57 Citations 9,067 287 World Ranking 1972 National Ranking 9

Research.com Recognitions

Awards & Achievements

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

2017 - ACM Senior Member

Overview

What is she best known for?

The fields of study she is best known for:

  • Artificial intelligence
  • Computer vision
  • Machine learning

Richa Singh focuses on Artificial intelligence, Computer vision, Facial recognition system, Pattern recognition and Face. Her research in Artificial intelligence focuses on subjects like Machine learning, which are connected to Classifier. In her research, Statistical classification and Ocular biometrics is intimately related to Identification, which falls under the overarching field of Computer vision.

Her work on Three-dimensional face recognition as part of her general Facial recognition system study is frequently connected to Gabor transform, thereby bridging the divide between different branches of science. Richa Singh has researched Pattern recognition in several fields, including Image resolution, Feature, Matching, Algorithm design and RGB color model. The study incorporates disciplines such as Support vector machine, Matching, Identity, Information retrieval and Replay attack in addition to Face.

Her most cited work include:

  • A Robust Skin Color Based Face Detection Algorithm (259 citations)
  • Improving Iris Recognition Performance Using Segmentation, Quality Enhancement, Match Score Fusion, and Indexing (236 citations)
  • Computationally Efficient Face Spoofing Detection with Motion Magnification (153 citations)

What are the main themes of her work throughout her whole career to date?

Richa Singh mainly investigates Artificial intelligence, Facial recognition system, Pattern recognition, Computer vision and Face. Her research integrates issues of Matching and Machine learning in her study of Artificial intelligence. Her Facial recognition system research is multidisciplinary, incorporating elements of Artificial neural network, Feature and Identification.

She regularly links together related areas like Image quality in her Pattern recognition studies. The Computer vision study combines topics in areas such as Sketch and Authentication. Her Face research integrates issues from Matching, Image, Identity and Image resolution.

She most often published in these fields:

  • Artificial intelligence (77.43%)
  • Facial recognition system (42.52%)
  • Pattern recognition (38.32%)

What were the highlights of her more recent work (between 2017-2021)?

  • Artificial intelligence (77.43%)
  • Deep learning (19.95%)
  • Facial recognition system (42.52%)

In recent papers she was focusing on the following fields of study:

The scientist’s investigation covers issues in Artificial intelligence, Deep learning, Facial recognition system, Machine learning and Pattern recognition. The study of Artificial intelligence is intertwined with the study of Computer vision in a number of ways. Her Deep learning research is multidisciplinary, relying on both Adversarial system, Image, Feature learning and Robustness.

Profiling is closely connected to Identification in her research, which is encompassed under the umbrella topic of Facial recognition system. When carried out as part of a general Machine learning research project, her work on Artificial neural network and Feature is frequently linked to work in Task analysis, therefore connecting diverse disciplines of study. Her biological study spans a wide range of topics, including Function and Image quality.

Between 2017 and 2021, her most popular works were:

  • Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks (62 citations)
  • Disguised Faces in the Wild (50 citations)
  • Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition (47 citations)

In her most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Computer vision

Richa Singh mostly deals with Artificial intelligence, Deep learning, Facial recognition system, Pattern recognition and Face. Her Artificial intelligence study incorporates themes from Machine learning and Computer vision. Her studies in Deep learning integrate themes in fields like Iris recognition, Biometrics, Blockchain, Public-key cryptography and Feature extraction.

Her Facial recognition system research is multidisciplinary, incorporating perspectives in Algorithm, Feature learning, Convolutional neural network and Word error rate. Richa Singh interconnects Autoencoder, Minutiae and Generative grammar in the investigation of issues within Pattern recognition. Her Face research incorporates elements of Visualization, Pattern recognition, Identity and Identification.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

A Robust Skin Color Based Face Detection Algorithm

Sanjay Kr. Singh;D. S. Chauhan;Mayank Vatsa;Richa Singh.
Journal of Applied Science and Engineering (2003)

393 Citations

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

M. Vatsa;R. Singh;A. Noore.
systems man and cybernetics (2008)

325 Citations

Computationally Efficient Face Spoofing Detection with Motion Magnification

Samarth Bharadwaj;Tejas I. Dhamecha;Mayank Vatsa;Richa Singh.
computer vision and pattern recognition (2013)

231 Citations

Plastic Surgery: A New Dimension to Face Recognition

Richa Singh;Mayank Vatsa;Himanshu S Bhatt;Samarth Bharadwaj.
IEEE Transactions on Information Forensics and Security (2010)

201 Citations

Periocular biometrics: When iris recognition fails

Samarth Bharadwaj;Himanshu S. Bhatt;Mayank Vatsa;Richa Singh.
international conference on biometrics theory applications and systems (2010)

180 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.
Pattern Recognition (2008)

178 Citations

Feature based RDWT watermarking for multimodal biometric system

Mayank Vatsa;Richa Singh;Afzel Noore.
Image and Vision Computing (2009)

143 Citations

Memetically Optimized MCWLD for Matching Sketches With Digital Face Images

H. S. Bhatt;S. Bharadwaj;R. Singh;M. Vatsa.
IEEE Transactions on Information Forensics and Security (2012)

136 Citations

Face recognition with disguise and single gallery images

Richa Singh;Mayank Vatsa;Afzel Noore.
Image and Vision Computing (2009)

135 Citations

Unraveling the Effect of Textured Contact Lenses on Iris Recognition

Daksha Yadav;Naman Kohli;James S. Doyle;Richa Singh.
IEEE Transactions on Information Forensics and Security (2014)

132 Citations

Best Scientists Citing Richa Singh

Christoph Busch

Christoph Busch

Norwegian University of Science and Technology

Publications: 62

Angshul Majumdar

Angshul Majumdar

Indraprastha Institute of Information Technology Delhi

Publications: 42

Arun Ross

Arun Ross

Michigan State University

Publications: 39

Anil K. Jain

Anil K. Jain

Michigan State University

Publications: 37

Kevin W. Bowyer

Kevin W. Bowyer

University of Notre Dame

Publications: 32

Christian Rathgeb

Christian Rathgeb

Darmstadt University of Applied Sciences

Publications: 31

Andreas Uhl

Andreas Uhl

University of Salzburg

Publications: 30

Sébastien Marcel

Sébastien Marcel

Idiap Research Institute

Publications: 24

Josef Bigun

Josef Bigun

Halmstad University

Publications: 21

Julian Fierrez

Julian Fierrez

Autonomous University of Madrid

Publications: 20

Tieniu Tan

Tieniu Tan

Chinese Academy of Sciences

Publications: 18

Patrick J. Flynn

Patrick J. Flynn

University of Notre Dame

Publications: 18

Nasser M. Nasrabadi

Nasser M. Nasrabadi

West Virginia University

Publications: 16

Stan Z. Li

Stan Z. Li

Chinese Academy of Sciences

Publications: 16

Jiwen Lu

Jiwen Lu

Tsinghua University

Publications: 16

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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