12 citations · 21 across the 5 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.CV2016★ 1 cited
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields
Siddhartha Chandra, Iasonas Kokkinos
In this work we introduce a fully-connected graph structure in the Deep Gaussian Conditional Random Field (G-CRF) model. For this we express the pairwise interactions between pixel…
cs.CV2016★ 12 cited
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs
Siddhartha Chandra, Iasonas Kokkinos
In this work we propose a structured prediction technique that combines the virtues of Gaussian Conditional Random Fields (G-CRF) with Deep Learning: (a) our structured prediction…