6 papers
Towards On-Device Face Recognition in Body-worn Cameras
Ali Almadan, Ajita Rattani
Face recognition technology related to recognizing identities is widely adopted in intelligence gathering, law enforcement, surveillance, and consumer applications. Recently, this…
AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection
Shivang Agarwal, Ajita Rattani, C. Ravindranath Chowdary
Incremental learning enables the learner to accommodate new knowledge without retraining the existing model. It is a challenging task which requires learning from new data as well…
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset
Anoop Krishnan, Ali Almadan, Ajita Rattani
Recent research has questioned the fairness of face-based recognition and attribute classification methods (such as gender and race) for dark-skinned people and women. Ocular biome…
AI-based BMI Inference from Facial Images: An Application to Weight Monitoring
Hera Siddiqui, Ajita Rattani, Dakshina Ranjan Kisku +1
Self-diagnostic image-based methods for healthy weight monitoring is gaining increased interest following the alarming trend of obesity. Only a handful of academic studies exist th…
Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups
Anoop Krishnan, Ali Almadan, Ajita Rattani
Automated gender classification has important applications in many domains, such as demographic research, law enforcement, online advertising, as well as human-computer interaction…
BWCFace: Open-set Face Recognition using Body-worn Camera
Ali Almadan, Anoop Krishnan, Ajita Rattani
With computer vision reaching an inflection point in the past decade, face recognition technology has become pervasive in policing, intelligence gathering, and consumer application…