Search Sciweavers | Sciweavers

35

ICRA
2009
IEEE

188views Robotics» more ICRA 2009»

Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields

13 years 6 months ago

Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...

Daniel Munoz, Nicolas Vandapel, Martial Hebert

claim paper

Read More »

33

click to vote

MICCAI
2008
Springer

131views Medical Imaging» more MICCAI 2008»

Segmenting Brain Tumors Using Pseudo-Conditional Random Fields

14 years 9 months ago

Download www.cs.ualberta.ca

Locating Brain tumor segmentation within MR (magnetic resonance) images is integral to the treatment of brain cancer. This segmentation task requires classifying each voxel as eith...

Chi-Hoon Lee, Shaojun Wang, Albert Murtha, Matt...

claim paper

Read More »

61

click to vote

Publication

281views

Modeling Image Textures by Gibbs Random Fields

15 years 8 months ago

Download www.tcs.auckland.ac.nz

Drawbacks of the traditional scenario of image modeling by Gibbs random fields with multiple pairwise pixel interactions are outlined, and a more reasonable alternative scenario b...

Georgy Gimel'farb

posted by georgyNZ

Read More »

34

click to vote

CVPR
2005
IEEE

283views Computer Vision» more CVPR 2005»

A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences

14 years 10 months ago

Download people.ee.duke.edu

This paper presents a dynamic conditional random field (DCRF) model to integrate contextual constraints for object segmentation in image sequences. Spatial and temporal dependenci...

Qiang Ji, Yang Wang 0002

claim paper

Read More »

18

click to vote

ICIP
1994
IEEE

105views Image Processing» more ICIP 1994»

Modeling and Estimation for a Class of Multiresolution Random Fields

14 years 10 months ago

Download users.soe.ucsc.edu

Peyman Milanfar, Robert R. Tenney, Robert B. Washb...

claim paper