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Author Wenyin, Liu ♦ Dori, Dov
Source CiteSeerX
Content type Text
File Format PDF
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Performance Evaluation ♦ Time Efficiency ♦ Level Processing ♦ Efficient Vectorization ♦ Negative Set ♦ Vector Level ♦ Line Drawing ♦ Recognition System ♦ Graphic Object ♦ Line Detection Algorithm ♦ Performance Evaluation Protocol Exists ♦ Document Analysis ♦ Line Detection Method ♦ Understanding System ♦ Circular Line Extraction
Abstract Accurate and efficient vectorization of line drawings is essential for any higher level processing in document analysis and recognition systems. In spite of the prevalence of vectorization and line detection methods, no standard for their performance evaluation protocol exists. We propose a protocol for evaluating both straight and circular lines extraction, which may help compare, select, improve, and even design line detection algorithms to be incorporated into line drawing recognition and understanding systems. The protocol implies both positive and negative sets of indices, at pixel and vector levels. Time efficiency is also included in the protocol. The protocol may be extended to handle lines of any shape as well as other classes of graphic objects.
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study