34 citations · 36 across the 4 of their papers we have counts for
4 papers
In the sight of my wearable camera: Classifying my visual experience
Alessandro Perina, Nebojsa Jojic
We introduce and we analyze a new dataset which resembles the input to biological vision systems much more than most previously published ones. Our analysis leaded to several impor…
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…
Probabilistic index maps for modeling natural signals
Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez
One of the major problems in modeling natural signals is that signals with very similar structure may locally have completely different measurements, e.g., images taken under diffe…
Joint discovery of haplotype blocks and complex trait associations from SNP sequences
Nebojsa Jojic, Vladimir Jojic, David Heckerman
Haplotypes, the global patterns of DNA sequence variation, have important implications for identifying complex traits. Recently, blocks of limited haplotype diversity have been dis…