14 citations · 25 across the 2 of their papers we have counts for
3 papers · 1 filter
Hybridnet for depth estimation and semantic segmentation
Dalila Sánchez-Escobedo, Xiao Lin, Josep R. Casas +1
Semantic segmentation and depth estimation are two important tasks in the area of image processing. Traditionally, these two tasks are addressed in an independent manner. However,…
Graph based Dynamic Segmentation of Generic Objects in 3D
Xiao Lin, Josep R. Casas, Montse Pardàs
We propose a novel 3D segmentation method for RBGD stream data to deal with 3D object segmentation task in a generic scenario with frequent object interactions. It mainly contribut…
Combining the Best of Graphical Models and ConvNets for Semantic Segmentation
Michael Cogswell, Xiao Lin, Senthil Purushwalkam +1
We present a two-module approach to semantic segmentation that incorporates Convolutional Networks (CNNs) and Graphical Models. Graphical models are used to generate a small (5-30)…