4.0
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http://www.mathworks.com/matlabcentral/fileexchange/29800-scenesobjects-classification-toolbox
Scenes/Objects Rocognition toolbox v0.12
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This toolbox provides some basic tools for scenes/object recognition in vision systems.
Based on supervised classification, this toolbox offerts some
state-of-art descriptors coupled with fast and efficient classifiers.
Descriptors are divided in two famillies:
i) "direct" features computed from images [1,2,3,4,5,19],
ii) "dictionnary learning + spatial pooling" features computed from a collection of patches:
a) Bag of Features [6,7] and
b) Sparse Dictionary learning [8,9].
Large-Scale Linear SVM such Liblinear [10] or Pagasos [11] are used
to train models since features are almost perfectly linearly separable.
Non-linear Kernels extension for
matlab
工具箱
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