Object interpretation: extending and validating object recognition | Zendy

Guy Ben-Yosef | Zendy; Liav Assif | Zendy; Daniel Harari | Zendy; Ethan Fetaya | Zendy; Shimon Ullman | Zendy

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Object interpretation: extending and validating object recognition

Author(s) -

Guy Ben-Yosef,

Liav Assif,

Daniel Harari,

Ethan Fetaya,

Shimon Ullman

Publication year - 2014

Publication title -

journal of vision

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 1.126

H-Index - 113

ISSN - 1534-7362

DOI - 10.1167/14.10.1289

Subject(s) - artificial intelligence , cognitive neuroscience of visual object recognition , computer science , pattern recognition (psychology) , object (grammar) , computer vision , set (abstract data type) , class (philosophy) , method , classifier (uml) , identity (music) , feature (linguistics) , 3d single object recognition , maxima and minima , mathematics , object oriented programming , mathematical analysis , linguistics , philosophy , programming language , physics , acoustics

1) Extract image measurements for candidate primitives of type points, contours, and regions 2) Score combinations of primitive candidates by their comparability with learned relations. 3) Select the maximum-score combination as the final interpretation of the object structure. • local intensity extrema • parallelism and continuity between two contours • containment of point feature in region • ‘ends-in’ relation between contour and point/region • Cover of point feature by contour • Segmentation and texture support along contours and between contours The Interpretation process:

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