Her research is in Computer Vision and Machine Learning. Specifically, her work focuses on multimedia processing and understanding, image correspondence, and effective image alignment through fitting geometric models. She leads the PIXL group, which explores interdisciplinary projects that currently involve large-scale image mapping, and object detection and classification.