Geometric Constraints for Object Detection and Delineation - The Springer International Series in Engineering and Computer Science 530 (Hardback)Jefferey Shufelt (author)
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PIVOT, the fully automated system implementing these techniques, is quantitatively evaluated on 83 images covering 18 test scenes, and compared to three existing systems for building extraction. The results highlight the performance improvements possible with rigorous photogrammetric camera modeling, primitive-based object representations, and geometric constraints derived from their combination. PIVOT's performance illustrates the implications of a clearly articulated set of philosophical principles, taking a significant step towards automatic detection and delineation of 3D objects in real-world environments.
Geometric Constraints for Object Detection and Delineation is suitable as a textbook or as a secondary text for a graduate-level course, and as a reference for researchers and practitioners in industry.
Number of pages: 265
Weight: 1270 g
Dimensions: 235 x 155 x 17 mm
Edition: 1999 ed.
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