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» Enhancements for Local Feature Based Image Classification
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BILDMED
2008
125views Algorithms» more  BILDMED 2008»
15 years 4 months ago
Automated Analysis of siRNA Screens of Virus Infected Cells Based on Immunofluorescence Microscopy
Abstract. We present an image analysis approach as part of a highthroughput microscopy screening system based on cell arrays for the identification of genes involved in Hepatitis C...
Petr Matula, Anil Kumar, Ilka Wörz, Nathalie ...
132
Voted
DMIN
2009
132views Data Mining» more  DMIN 2009»
15 years 1 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
120
Voted
ICIP
2007
IEEE
15 years 9 months ago
Key-Places Detection and Clustering in Movies Using Latent Aspects
We describe a new method to find and cluster recurrent keyplaces in a movie. It consists of an unsupervised classification of shots that are taking place in the same physical loca...
Maguelonne Héritier, Samuel Foucher, Langis...
152
Voted
JMLR
2010
230views more  JMLR 2010»
14 years 10 months ago
Learning Dissimilarities for Categorical Symbols
In this paper we learn a dissimilarity measure for categorical data, for effective classification of the data points. Each categorical feature (with values taken from a finite set...
Jierui Xie, Boleslaw K. Szymanski, Mohammed J. Zak...
165
Voted
COST
2008
Springer
287views Multimedia» more  COST 2008»
15 years 5 months ago
Facial Expressions Recognition from Image Sequences
Abstract. Human machine interaction is one of the emerging fields for the coming years. Interacting with others in our daily life is a face to face interaction. Faces are the natur...
Zahid Riaz, Christoph Mayer, Michael Beetz, Bernd ...