Search Results for author: Vasiliy Karasev

Found 3 papers, 0 papers with code

Causal Video Object Segmentation From Persistence of Occlusions

no code implementations CVPR 2015 Brian Taylor, Vasiliy Karasev, Stefano Soatto

Occlusion relations inform the partition of the image domain into ``objects'' but are difficult to determine from a single image or short-baseline video.

Object Semantic Segmentation +2

Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation

no code implementations CVPR 2014 Vasiliy Karasev, Avinash Ravichandran, Stefano Soatto

We describe an information-driven active selection approach to determine which detectors to deploy at which location in which frame of a video to minimize semantic class label uncertainty at every pixel, with the smallest computational cost that ensures a given uncertainty bound.

Controlled Recognition Bounds for Visual Learning and Exploration

no code implementations NeurIPS 2012 Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto

We describe the tradeoff between the performance in a visual recognition problem and the control authority that the agent can exercise on the sensing process.

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