Better features for image categorization and segmentation

Keywords: Computer Vision ; Machine Learning ; object categorization ; object recognition ; filter learning ; supervised and unsupervised learning ; image segmentation These Ecole polytechnique federale de Lausanne EPFL, n° 6031 (2014)Programme doctoral Informatique, Communications et InformationFaculte informatique et communicationsInstitut des systemes informatiques et multimediasLaboratoire de vision par ordinateurJury: Prof. M. Unser (president). Prof. P. Fua, Dr V. Lepetit (directeurs). Prof. G. Courtine, Dr J. Mairal, Prof. T. Tuytelaars (rapporteurs) Public defense: 2014-1-23 Reference doi:10.5075/epfl-thesis-6031Print copy in library catalog Record created on 2014-01-14, modified on 2017-05-12