Publications
Here is the list of my journal and conference publications.
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem
This is the first work that we are aware of to explore how the level of brightness of the skin region in a pair of face images impacts face recognition …
Haiyu Wu, Vítor Albiero, Krishnapriya K. S., Michael C. King, and Kevin W. Bowyer
Analysis of Manual and Automated Skin Tone Assignments
The Fitzpatrick scale is a standard tool in dermatology to classify skin types for melanin and sensitivity to sun exposure. After an in-person …
Krishnapriya K. S.,Gabriella Pangelinan, Michael C. King, and Kevin W. Bowyer
Characterizing the Demographic Effects Relative to Race, Gender, and Skin Tone on the Accuracy of Deep Convolutional Neural Network Based Face Recognition Systems
Automated face recognition (AFR) is an important tool used in national security and public safety operations. Numerous cases exist in which …
Krishnapriya K. S.
Issues related to face recognition accuracy varying based on race and skin tone
Face recognition technology has recently become controversial over concerns about possible bias due to accuracy varying based on race …
Krishnapriya K. S., Vítor Albiero, Kushal Vangara, Michael C. King, and Kevin W. Bowyer.
Characterizing the variability in face recognition accuracy relative to race
Many recent news headlines have labeled face recognition technology as biased or racist. We report on a methodical investigation into …
Krishnapriya K. S., Kushal Vangara, Michael C. King, Vitor Albiero, and Kevin Bowyer.
Analysis of gender inequality in face recognition accuracy
We present a comprehensive analysis of how and why face recognition accuracy differs between men and women. We show that accuracy is …
Albiero, Vítor, Krishnapriya K. S., Kushal Vangara, Kai Zhang, Michael C. King, and Kevin W. Bowyer.
Denoising of fingerprint images by exploring external and internal correlations
Fingerprint is an important measure used to detect an unknown victim, suspect or witness. It has a major role in verifying records to explore links and matches between a …
Krishnapriya K. S.
Handwritten Text Extraction Using HOG Feature and SVM
Text recognition is a territory of example distinguishing proof that has been the subject of extensive amid the current
decades …
Femin P. D., Krishnapriya K. S., and Vince Paul.
A Survey on Stampede Detection and Pilgrim Tracking
Handwritten Text Extraction (HTE) is an emerging technology in image processing. HTE is the wonders of empowering a machine to …
Devassy, Anju, N. V. Akhila, Aparna Dileep, and Krishnapriya K. S.
Improved Handwritten Text Feature Extraction using HOG and SVM Feature
Handwritten Text Extraction (HTE) is an emerging technology in image processing. HTE is the wonders of empowering a machine to …
Femin P. D., Krishnapriya K. S., and Vince Paul.
