459 citations · 1.1k across the 18 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2015★ 459 cited
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning
Oren Z. Kraus, Lei Jimmy Ba, Brendan Frey
Convolutional neural networks (CNN) have achieved state of the art performance on both classification and segmentation tasks. Applying CNNs to microscopy images is challenging due…
cs.CV2013★ 34 cited
Learning Graphical Models of Images, Videos and Their Spatial Transformations
Brendan J. Frey, Nebojsa Jojic
Mixtures of Gaussians, factor analyzers (probabilistic PCA) and hidden Markov models are staples of static and dynamic data modeling and image and video modeling in particular. We…
cs.CV2013★ 2 cited
A Factorized Variational Technique for Phase Unwrapping in Markov Random Fields
Kannan Achan, Brendan J. Frey, Ralf Koetter
Some types of medical and topographic imaging device produce images in which the pixel values are "phase-wrapped", i.e. measured modulus a known scalar. Phase unwrapping can be vie…