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J. A. Mulder, Alan K. Mackworth, and W. S. Havens. Knowledge Structuring and Constraint Satisfaction: The Mapsee Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence, 10(6):866–879, 1988.
Schema-based representations for visual knowledge are integrated with constraint satisfaction techniques. This integration is discussed in a progression of three sketch map interpretation programs: Mapsee-1, Mapsee-2, and Mapsee-3. The programs are evaluated by the criteria of descriptive and procedural adequacy. The evaluation indicates that a schema-based representation used in combination with a hierarchical arc consistency algorithm constitutes a modular, efficient, and effective approach to the structured representation of visual knowledge. The schemata used in this representation are embedded in composition and specialization hierarchies. Specializationhierarchies are further expanded into discrimination graphs.
@Article{IEEE-PAMI88,
author = {J. A. Mulder and Alan K. Mackworth and W. S. Havens},
title = {Knowledge Structuring and Constraint Satisfaction: The Mapsee Approach},
year = {1988},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {10},
number = {6},
pages = {866--879},
abstract = {Schema-based representations for visual knowledge are integrated with constraint
satisfaction techniques. This integration is discussed in a progression of three
sketch map interpretation programs: Mapsee-1, Mapsee-2, and Mapsee-3. The programs
are evaluated by the criteria of descriptive and procedural adequacy. The evaluation
indicates that a schema-based representation used in combination with a hierarchical
arc consistency algorithm constitutes a modular, efficient, and effective approach
to the structured representation of visual knowledge. The schemata used in this representation
are embedded in composition and specialization hierarchies. Specializationhierarchies are
further expanded into discrimination graphs. },
bib2html_pubtype ={Refereed Journal},
bib2html_rescat ={},
}
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