Dr. Hand's primary research interest lies in the intersection of computer vision and machine learning, with an emphasis on understanding human perception. She has performed on several IARPA projects related to face recognition and action recognition from images and video. Her research focuses on bridging the gap between human and computer vision using research in human perception and machine learning.