Projection-Based Approach to Image Analysis: Pattern Recognition and Representation in the Position-Orientation Space

Hayit Greenspan, Moshe Porat, Yehoshua Y. Zeevi

Research output: Contribution to journalArticlepeer-review

Abstract

A method for image analysis, based on the formalism of functional analysis, is proposed. This approach, which is employed for pattern recognition in the combined position-orientation space, is motivated by a variety of neurophysiological findings that emphasize the importance of the orientation feature in visual image processing and analysis. The approach is applied to the so-called “Glass patterns”, which are special cases of images characterized uniquely by their orientational feature of local correlations between pairs of corresponding dots. The approach can be of interest in the analysis of optical flow.

Original languageEnglish
Pages (from-to)1105-1110
Number of pages6
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume14
Issue number11
DOIs
StatePublished - Nov 1992
Externally publishedYes

Fingerprint

Dive into the research topics of 'Projection-Based Approach to Image Analysis: Pattern Recognition and Representation in the Position-Orientation Space'. Together they form a unique fingerprint.

Cite this