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http://dspace.mediu.edu.my:8181/xmlui/handle/1721.1/5968| Title: | Recognition and Structure from One 2D Model View: Observations on Prototypes, Object Classes and Symmetries |
| Keywords: | object recognition class and prototypes symmetry learning |
| Issue Date: | 9-Oct-2013 |
| Description: | In this note we discuss how recognition can be achieved from a single 2D model view exploiting prior knowledge of an object's structure (e.g. symmetry). We prove that for any bilaterally symmetric 3D object one non- accidental 2D model view is sufficient for recognition. Symmetries of higher order allow the recovery of structure from one 2D view. Linear transformations can be learned exactly from a small set of examples in the case of "linear object classes" and used to produce new views of an object from a single view. |
| URI: | http://koha.mediu.edu.my:8181/xmlui/handle/1721 |
| Other Identifiers: | AIM-1347 http://hdl.handle.net/1721.1/5968 |
| Appears in Collections: | MIT Items |
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