تقرير
Complex cells and Object Recognition
العنوان: | Complex cells and Object Recognition |
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المؤلفون: | Edelman, Shimon, Intrator, Nathan, Poggio, Tomaso |
المصدر: | Edelman, Shimon and Intrator, Nathan and Poggio, Tomaso (1997) Complex cells and Object Recognition. [Preprint] (Unpublished) |
Publication Status: | Unpublished |
Publication Status: | Preprint |
سنة النشر: | 1997 |
مصطلحات موضوعية: | Psychology: Cognitive Psychology, Cognitive Psychology |
الوصف: | Nearest-neighbor correlation-based similarity computation in the space of outputs of complex-type receptive fields 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 40deg X 40deg range of viewpoints, centered on a stored canonical view and related to it by rotations in depth (comparable figures were obtained for image-plane translations). This result has interesting implications for the design of a front end to an artificial object recognition system, and for the understanding of the faculty of object recognition in primate vision. |
نوع الوثيقة: | Journal Article |
وصف الملف: | application/postscript |
URL الوصول: | http://cogprints.org/561/ |
رقم الأكسشن: | edscog.561 |
قاعدة البيانات: | CogPrints |
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