I work in the area of computer vision. Within this, survaillance, scene understanding, tracking, and activity recognition are of particular interest. We extensively use deep learning for our work. Our current work includes learning in robotics, making deep networks more effective by exploring new architectures, developing new routing algorithms, and improving convolution layers.

His research interests are in the general area of computer vision and deep learning for vision.