Fair SA: Sensitivity Analysis for Fairness in Face Recognition

no code implementations • 8 Feb 2022 • Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff

One such high impact domain is that of face recognition, with real world applications involving images affected by various degradations, such as motion blur or high exposure.

Face Recognition Fairness

Robust Fruit Counting: Combining Deep Learning, Tracking, and Structure from Motion

no code implementations • 1 Apr 2018 • Xu Liu, Steven W. Chen, Shreyas Aditya, Nivedha Sivakumar, Sandeep Dcunha, Chao Qu, Camillo J. Taylor, Jnaneshwar Das, Vijay Kumar

We present a novel fruit counting pipeline that combines deep segmentation, frame to frame tracking, and 3D localization to accurately count visible fruits across a sequence of images.