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Optical Engineering

Full-automatic recognition of various parking slot markings using a hierarchical tree structure
Author(s): Jae Kyu Suhr; Ho Gi Jung
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Paper Abstract

A full-automatic method for recognizing parking slot markings is proposed. The proposed method recognizes various types of parking slot markings by modeling them as a hierarchical tree structure. This method mainly consists of two processes: bottom-up and top-down. First, the bottom-up process climbs up the hierarchical tree structure to excessively generate parking slot candidates so as not to lose the correct slots. This process includes corner detection, junction and slot generation, and type selection procedures. After that, the top-down process confirms the final parking slots by eliminating falsely generated slots, junctions, and corners based on the properties of the parking slot marking type by climbing down the hierarchical tree structure. The proposed method was evaluated in 608 real-world parking situations encompassing a variety of different parking slot markings. The experimental result reveals that the proposed method outperforms the previous semiautomatic method while requiring a small amount of computational costs even though it is fully automatic.

Paper Details

Date Published: 7 March 2013
PDF: 15 pages
Opt. Eng. 52(3) 037203 doi: 10.1117/1.OE.52.3.037203
Published in: Optical Engineering Volume 52, Issue 3
Show Author Affiliations
Jae Kyu Suhr, Hanyang Univ. (Korea, Republic of)
Ho Gi Jung, Hanyang Univ. (Korea, Republic of)

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