MIT 6.870 - Template Matching and Histograms (Nicolas Pinto, MIT)
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MIT 6.870 Object Recognition and Scene Understanding (Fall 2008)...
MIT 6.870 Object Recognition and Scene Understanding (Fall 2008)
This class will review and discuss current approaches to object recognition and scene understanding in computer vision. The course will cover bag of words models, part based models, classifier based models, multiclass object recognition and transfer learning, concurrent recognition and segmentation, context models for object recognition, grammars for scene understanding and large datasets for semi supervised and unsupervised discovery of object and scene categories. We will be reading a mixture of papers from computer vision and influential works from cognitive psychology on object and scene recognition.
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