Convexity Shape Constraints for Image Segmentation

no code implementations • CVPR 2016 • Loic A. Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller

Incorporating such prior knowledge into models and algorithms for image segmentation is highly desirable, yet can be non-trivial.

Image Segmentation Segmentation +1

Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation

no code implementations • 27 Jul 2015 • David L. Richmond, Dagmar Kainmueller, Michael Y. Yang, Eugene W. Myers, Carsten Rother

Finally, we revisit the core mapping from a Decision Tree (DT) to a NN, and show that it is also possible to map a fuzzy DT, with sigmoidal split decisions, to a NN.

Semantic Segmentation