Browsing Computer Science by Subject "Image classification"

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Combining haar feature and skin color based classifiers for face detection

Eroğlu Erdem, Ç.; Ulukaya, S.; Karaali, A.; Erdem, Tanju (IEEE, 2011)

This paper presents a hybrid method for face detection in color images. The well known Haar feature-based face detector developed by Viola and Jones (VJ), that has been designed for gray-scale images is combined with a ...
Variational bayesian multiple instance learning with gaussian processes

Haussmann, M.; Hamprecht, F. A.; Kandemir, Melih (IEEE, 2017)

Gaussian Processes (GPs) are effective Bayesian predictors. We here show for the first time that instance labels of a GP classifier can be inferred in the multiple instance learning (MIL) setting using variational Bayes. ...