Longuet-Higgins Prize for Fundamental Contributions to Computer Vision, 2013
Outstanding Student Paper Award, Honorable Mention, NIPS, 2010 (student author: P. Welinder)
Koenderink Prize for Fundamental Contributions in Computer Vision, European Conference on Computer Vision, 2010
Best Paper Award, IEEE Computer Vision and Pattern Recognition Conference, 2003
NSF National Young Investigator Award, 1994
Anderson, D.J., and P. Perona. “Toward a science of computational ethology.” Neuron 84, no. 1 (2014): 18–31.
Chalupka, K., et al. “Visual Causal Feature Learning.” arXiv:1412.2309 (2014).
Perona, P. “Far and yet close: multiple viewpoints for the perfect portrait.” Art & Perception 1, no. 1–2 (2013): 105–20.
Welinder, P. et al. “The multidimensional wisdom of crowds.” Adv. Neur. In. 23 (2010): 2424–2432.
Fergus, R. et al. “Object class recognition by unsupervised scale-invariant learning.” Computer Vision and Pattern Recognition. In Proceedings of IEEE Comp. Soc., vol. 2 (June 2003).