R
Richa Singh
Researcher at Indian Institute of Technology, Jodhpur
Publications - 493
Citations - 11353
Richa Singh is an academic researcher from Indian Institute of Technology, Jodhpur. The author has contributed to research in topics: Facial recognition system & Deep learning. The author has an hindex of 53, co-authored 422 publications receiving 9145 citations. Previous affiliations of Richa Singh include Indian Institutes of Technology & University of Virginia.
Papers
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A Robust Skin Color Based Face Detection Algorithm
TL;DR: Experimental results show that the proposed algorithm is good enough to localize a human face in an image with an accuracy of 95.18%.
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Improving Iris Recognition Performance Using Segmentation, Quality Enhancement, Match Score Fusion, and Indexing
TL;DR: This paper proposes algorithms for iris segmentation, quality enhancement, match score fusion, and indexing to improve both the accuracy and the speed of iris recognition.
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Computationally Efficient Face Spoofing Detection with Motion Magnification
TL;DR: A new approach for spoofing detection in face videos using motion magnification using Eulerian motion magnification approach, which improves the state-of-art performance, especially HOOF descriptor yielding a near perfect half total error rate.
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Plastic Surgery: A New Dimension to Face Recognition
TL;DR: The results on the plastic surgery database suggest that it is an arduous research challenge and the current state-of-art face recognition algorithms are unable to provide acceptable levels of identification performance, so that future face recognition systems will be able to address this important problem.
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Periocular biometrics: When iris recognition fails
TL;DR: A novel algorithm to recognize periocular images in visible spectrum is proposed and the results show promise towards using peroocular region for recognition when the information is not sufficient for iris recognition.