Matches in SemOpenAlex for { <https://semopenalex.org/work/W1997681736> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W1997681736 abstract "An object recognition system is presented to handle the computational complexity posed by a large model base, an unconstrained viewpoint, and the structural complexity and detail inherent in the projection of an object. The design is based on two ideas. The first is to compute descriptions of what the objects should look like in the im-age, called predictions, before the recognition task begins. This reduces actual recognition to a 2D matching process, speeding up recognition time for 3D objects. The second is to represent all the predictions by a single, combined IS-A and PART-OF hierarchy called a prediction hierarchy. The nodes in this hierarchy are partial descriptions that are common to views and hence constitute shared processing subgoals during matching. The recognition time and storage demands of large model bases and complex models are substantially reduced by subgoal sharing: projections with similarities explicitly share the recognition and representation of their common aspects. A prototype system for the automatic compilation of a prediction hierarchy from a 3D model base is demonstrated using a set of polyhedral objects and projections from an unconstrained range of viewpoints. In addition, the adaptation of prediction hierarchies for use on the UMass Image Understanding Architecture is considered. Object recognition using prediction hierar-chies can naturally exploit the hierarchical parallelism of this machine." @default.
- W1997681736 created "2016-06-24" @default.
- W1997681736 creator A5017174325 @default.
- W1997681736 creator A5052349058 @default.
- W1997681736 date "1988-02-19" @default.
- W1997681736 modified "2023-09-23" @default.
- W1997681736 title "Rapid Recognition Out Of A Large Model Base Using Prediction Hierarchies And Machine Parallelism" @default.
- W1997681736 doi "https://doi.org/10.1117/12.942740" @default.
- W1997681736 hasPublicationYear "1988" @default.
- W1997681736 type Work @default.
- W1997681736 sameAs 1997681736 @default.
- W1997681736 citedByCount "3" @default.
- W1997681736 crossrefType "proceedings-article" @default.
- W1997681736 hasAuthorship W1997681736A5017174325 @default.
- W1997681736 hasAuthorship W1997681736A5052349058 @default.
- W1997681736 hasConcept C105795698 @default.
- W1997681736 hasConcept C11413529 @default.
- W1997681736 hasConcept C119857082 @default.
- W1997681736 hasConcept C134306372 @default.
- W1997681736 hasConcept C142362112 @default.
- W1997681736 hasConcept C153349607 @default.
- W1997681736 hasConcept C154945302 @default.
- W1997681736 hasConcept C162324750 @default.
- W1997681736 hasConcept C165064840 @default.
- W1997681736 hasConcept C173608175 @default.
- W1997681736 hasConcept C177264268 @default.
- W1997681736 hasConcept C17744445 @default.
- W1997681736 hasConcept C179799912 @default.
- W1997681736 hasConcept C199360897 @default.
- W1997681736 hasConcept C199539241 @default.
- W1997681736 hasConcept C2776035091 @default.
- W1997681736 hasConcept C2776359362 @default.
- W1997681736 hasConcept C2781172179 @default.
- W1997681736 hasConcept C2781238097 @default.
- W1997681736 hasConcept C31170391 @default.
- W1997681736 hasConcept C33923547 @default.
- W1997681736 hasConcept C34447519 @default.
- W1997681736 hasConcept C41008148 @default.
- W1997681736 hasConcept C42058472 @default.
- W1997681736 hasConcept C57493831 @default.
- W1997681736 hasConcept C64876066 @default.
- W1997681736 hasConcept C80444323 @default.
- W1997681736 hasConcept C94625758 @default.
- W1997681736 hasConceptScore W1997681736C105795698 @default.
- W1997681736 hasConceptScore W1997681736C11413529 @default.
- W1997681736 hasConceptScore W1997681736C119857082 @default.
- W1997681736 hasConceptScore W1997681736C134306372 @default.
- W1997681736 hasConceptScore W1997681736C142362112 @default.
- W1997681736 hasConceptScore W1997681736C153349607 @default.
- W1997681736 hasConceptScore W1997681736C154945302 @default.
- W1997681736 hasConceptScore W1997681736C162324750 @default.
- W1997681736 hasConceptScore W1997681736C165064840 @default.
- W1997681736 hasConceptScore W1997681736C173608175 @default.
- W1997681736 hasConceptScore W1997681736C177264268 @default.
- W1997681736 hasConceptScore W1997681736C17744445 @default.
- W1997681736 hasConceptScore W1997681736C179799912 @default.
- W1997681736 hasConceptScore W1997681736C199360897 @default.
- W1997681736 hasConceptScore W1997681736C199539241 @default.
- W1997681736 hasConceptScore W1997681736C2776035091 @default.
- W1997681736 hasConceptScore W1997681736C2776359362 @default.
- W1997681736 hasConceptScore W1997681736C2781172179 @default.
- W1997681736 hasConceptScore W1997681736C2781238097 @default.
- W1997681736 hasConceptScore W1997681736C31170391 @default.
- W1997681736 hasConceptScore W1997681736C33923547 @default.
- W1997681736 hasConceptScore W1997681736C34447519 @default.
- W1997681736 hasConceptScore W1997681736C41008148 @default.
- W1997681736 hasConceptScore W1997681736C42058472 @default.
- W1997681736 hasConceptScore W1997681736C57493831 @default.
- W1997681736 hasConceptScore W1997681736C64876066 @default.
- W1997681736 hasConceptScore W1997681736C80444323 @default.
- W1997681736 hasConceptScore W1997681736C94625758 @default.
- W1997681736 hasLocation W19976817361 @default.
- W1997681736 hasOpenAccess W1997681736 @default.
- W1997681736 hasPrimaryLocation W19976817361 @default.
- W1997681736 hasRelatedWork W1549289070 @default.
- W1997681736 hasRelatedWork W1606974244 @default.
- W1997681736 hasRelatedWork W2000074068 @default.
- W1997681736 hasRelatedWork W2081638394 @default.
- W1997681736 hasRelatedWork W2093853394 @default.
- W1997681736 hasRelatedWork W2143043355 @default.
- W1997681736 hasRelatedWork W2328068029 @default.
- W1997681736 hasRelatedWork W2358151149 @default.
- W1997681736 hasRelatedWork W2548209387 @default.
- W1997681736 hasRelatedWork W4250724958 @default.
- W1997681736 isParatext "false" @default.
- W1997681736 isRetracted "false" @default.
- W1997681736 magId "1997681736" @default.
- W1997681736 workType "article" @default.