Representation and recognition in vision
Representation and recognition in vision
Do viewpoint-dependent mechanisms generalize across members of a class?
Object recognition in man, monkey, and machine
A General Framework for Object Detection
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Recursive Compositional Models for Vision: Description and Review of Recent Work
Journal of Mathematical Imaging and Vision
Face recognition by cortical multi-scale line and edge representations
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
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Building on our recent hierarchical model of object recognition in cortex, we show how this model can be extended in a straightforward fashion to perform basic-level object categorization. We demonstrate the capability of our scheme, called "Categorical Basis Functions" (CBF) with the example domain of cat/dog categorization, using stimuli generated with a novel 3D morphing system.We also contrast CBF to other schemes for object categorization in cortex, and present preliminary results from a physiology experiment that support CBF.