Hierarchical Perceptual Grouping for Object Recognition Theoretical Views and Gestalt-Law Applications /

• Main Authors: Michaelsen, Eckart (Author, http://id.loc.gov/vocabulary/relators/aut), Meidow, Jochen (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Pattern recognition.; Remote sensing.; Architecture.; Group theory.; Pattern Recognition.; Remote Sensing/Photogrammetry.; Architecture, general.; Group Theory and Generalizations.

This unique text/reference presents a unified approach to the formulation of Gestalt laws for perceptual grouping, and the construction of nested hierarchies by aggregation utilizing these laws. The book also describes the extraction of such constructions from noisy images showing man-made objects a...

Table of Contents:

• Introduction
• Reflection Symmetry
• Good Continuation in Rows or Frieze Symmetry
• Rotational Symmetry
• Closure - Hierarchies of Gestalten
• Search
• Illusions
• Prolongation in Good Continuation
• Parallelism and Rectangularity
• Lattice Gestalten
• Primitive Extraction
• Knowledge and Gestalt Interaction
• Learning
• Appendix A: General Adjustment Model with Constraints.