1.2k citations · 3.8k across the 55 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.CV2015★ 35 cited
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform
Liang-Chieh Chen, Jonathan T. Barron, George Papandreou +2
Deep convolutional neural networks (CNNs) are the backbone of state-of-art semantic image segmentation systems. Recent work has shown that complementing CNNs with fully-connected c…
cs.CV2015★ 7 cited
The Fast Bilateral Solver
Jonathan T. Barron, Ben Poole
We present the bilateral solver, a novel algorithm for edge-aware smoothing that combines the flexibility and speed of simple filtering approaches with the accuracy of domain-speci…
cs.CV2015★ 21 cited
Convolutional Color Constancy
Jonathan T. Barron
Color constancy is the problem of inferring the color of the light that illuminated a scene, usually so that the illumination color can be removed. Because this problem is undercon…