Search Results for "markov random field matlab"

This package implements the algorithm bagging markov random field method with c++ together with Java interface. http://nar.oxfordjournals.org/content/41/2/e42.long Cytoscape App: BMRF-Net-CytoscapeV1.0.tar.gz https://sourceforge.net/projects/bmrfcjava/files/BMRF-Net%20Package/BMRF-Net-CytoscapeV1.0.tar.gz/download Source code and standalone version: BMRF-Net-standalone.tar.gz https://sourceforge.net/projects/bmrfcjava/files/BMRF-Net%20Package/BMRF-Net-standaloneV1.1.tar.gz/download BMRF-Net-standalone V1.1: fix issues in analyzing large scale network

CRF-RNN is a deep neural architecture that integrates fully connected Conditional Random Fields (CRFs) with Convolutional Neural Networks (CNNs) by reformulating mean-field CRF inference as a Recurrent Neural Network. This fusion enables end-to-end training via backpropagation for semantic image segmentation tasks, eliminating the need for separate, offline post-processing steps. Our work allows computers to recognize objects in images, what is distinctive about our work is that we also recover the 2D outline of objects. ...

With miao3d you can train a specific Gaussian Markov Random Field (GMRF) that then can be used to estimate a depthmap ("3D"), given an image ("2D"). A GUI allows inspection of the image + depthmap.

Conrad is both a high performance Conditional Random Field engine which can be applied to a variety of machine learning problems and a specific set of models for gene prediction using semi-Markov CRFs.