414 citations · 1.1k across the 47 of their papers we have counts for
Showing 2016 · cs.CVShow all
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cs.CV2016
Seeing into Darkness: Scotopic Visual Recognition
Bo Chen, Pietro Perona
Images are formed by counting how many photons traveling from a given set of directions hit an image sensor during a given time interval. When photons are few and far in between, t…
cs.CV2016★ 2 cited
Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class
Ron Appel, Xavier Burgos-Artizzu, Pietro Perona
We present a simple unified framework for multi-class cost-sensitive boosting. The minimum-risk class is estimated directly, rather than via an approximation of the posterior distr…
cs.CV2016
Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art
David Hall, Pietro Perona
A video dataset that is designed to study fine-grained categorisation of pedestrians is introduced. Pedestrians were recorded "in-the-wild" from a moving vehicle. Annotations inclu…