43 citations · 86 across the 7 of their papers we have counts for
3 papers · 1 filter
Superpixel Convolutional Networks using Bilateral Inceptions
Raghudeep Gadde, Varun Jampani, Martin Kiefel +2
In this paper we propose a CNN architecture for semantic image segmentation. We introduce a new 'bilateral inception' module that can be inserted in existing CNN architectures and…
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer
Jun Xie, Martin Kiefel, Ming-Ting Sun +1
Semantic annotations are vital for training models for object recognition, semantic segmentation or scene understanding. Unfortunately, pixelwise annotation of images at very large…
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks
Varun Jampani, Martin Kiefel, Peter V. Gehler
Bilateral filters have wide spread use due to their edge-preserving properties. The common use case is to manually choose a parametric filter type, usually a Gaussian filter. In th…