|Abstract||Nearest-neighbor correlation-based similarity computation in the space of outputs of complex-type receptive elds can support robust recognition of 3D objects. Our experiments with four collections of objects resulted in mean recognition rates between 84% (for subordinate-level discrimination among 15 quadruped animal shapes) and 94% (for basic-level recognition of 20 everyday objects), over a 40 40 range of viewpoints, centered on a stored canonical view and related to it by rotations in depth. This result has interesting implications for the design of a front end to an arti cial object recognition system, and for the understanding of the faculty of object recognition in primate vision.|
|Keywords||No keywords specified (fix it)|
No categories specified
(categorize this paper)
|Through your library||Only published papers are available at libraries|
Similar books and articles
Shimon Edelman & Sharon Duvdevani-Bar (1997). Similarity-Based Viewspace Interpolation and the Categorization of 3D Objects. In Proc. Edinburgh Workshop on Similarity and Categorization.
Glyn W. Humphreys & Emer M. E. Forde (2001). Hierarchies, Similarity, and Interactivity in Object Recognition: “Category-Specific” Neuropsychological Deficits. Behavioral and Brain Sciences 24 (3):453-476.
Jessie Peissig & Michael J. Tarr, Visual Object Recognition: Do We Know More Now Than We Did 20 Years Ago?
Terence V. Sewards & Mark A. Sewards (2002). On the Neural Correlates of Object Recognition Awareness: Relationship to Computational Activities and Activities Mediating Perceptual Awareness. Consciousness and Cognition 11 (1):51-77.
Jean-Louis Dessalles & Laleh Ghadakpour (2003). Object Recognition is Not Predication. Behavioral and Brain Sciences 26 (3):290-291.
Peter Nigel Jones (2010). Toleration and Recognition: What Should We Teach? Educational Philosophy and Theory 42 (1):38-56.
Azriel Rosenfeld (1999). Is Visual Recognition Entirely Impenetrable? Behavioral and Brain Sciences 22 (3):391-392.
Cécile Beauvillain (1999). Change in Motor Plan with a Change in the Selection of the to-Be-Recognized Word. Behavioral and Brain Sciences 22 (4):674-675.
Jenny Slatman (2009). A Strange Hand: On Self-Recognition and Recognition of Another. [REVIEW] Phenomenology and the Cognitive Sciences 8 (3):321-342.
Dave G. Mumby (1999). How Do Animals Solve Object-Recognition Tasks? Behavioral and Brain Sciences 22 (3):461-462.
R. J. Nelson (1976). On Mechanical Recognition. Philosophy of Science 43 (1):24-52.
Added to index2010-12-22
Total downloads7 ( #142,281 of 722,836 )
Recent downloads (6 months)1 ( #60,541 of 722,836 )
How can I increase my downloads?