CAD-Based Computer Vision: From CAD Models to Relational Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
Aspect-trees: generation and interpretation
Computer Vision and Image Understanding
A Viewpoint Planning Strategy for Determining True Angles on Polyhedral Objects by Camera Alignment
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Automatic Construction of a View-Independent Relational Model for 3-D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Informative Views and Sequential Recognition
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Recognition and Pose Determinatn of 3-D Objects Using Multiple Views
CAIP '95 Proceedings of the 6th International Conference on Computer Analysis of Images and Patterns
Machine Graphics & Vision International Journal
Machine Graphics & Vision International Journal
Generating 3D multiview exact polyhedron representation by scanning faces surroundings
Machine Graphics & Vision International Journal
Some ways of distribution viewing points for generating viewing representation
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
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This article deals with construction of complete 2½D exact view models of polyhedral objects for visual identification systems. In particular, a new method and an algorithm views generation using the view sphere with perspective concept are described. A set of views generated by this method forms a complete view representation of the object. The method of ensuring completeness of the view representation by controlling covering of the view space (by single-view areas) is used in the presented algorithm. The perspective projection used for calculating the views, the total, tight covering of the view sphere by the single-view areas and 2½-dimensionality of the views ensure, in our opinion, unambiguous and proper identification of polyhedral objects. The method consists in calculating single (any) view, determining the corresponding single-view area (so-called seedling single-view area) and then spiral propagation of neighbouring single-view areas until the whole view sphere is covered by them (i.e., until the border register containing the border between the covered and uncovered parts of the view sphere becomes empty). Having a complete set of single-view areas, we get a complete set of views as well. A method of determining single-view areas for convex polyhedra is also presented.