TY - GEN
T1 - Recognition of on-line handwritten patterns through shape metamorphosis
AU - Pavlidis, I.
AU - Singh, R.
AU - Papanikolopoulos, N. P.
PY - 1996
Y1 - 1996
N2 - A novel method that recognizes on-line handwritten patterns (typical in pen-based computing applications) is proposed. The method combines the advantages of both global and local recognition methods, works in real-time, and avoids the use of statistical models that require extensive user data. It is also one of the first methods that handles collectively cursive words, and hand-drawn line figures. The proposed system achieves pattern recognition through the use of shape metamorphosis. It is based on the premise that if two shapes are similar they don't have to undergo a substantial metamorphosis process in order for one to assume the shape of the other. In other words, the "degree of morphing" becomes the primary matching criterion. The notion of the "degree of morphing" is quantified through an energy minimization approach. The potential of the method is highlighted by a set of experiments.
AB - A novel method that recognizes on-line handwritten patterns (typical in pen-based computing applications) is proposed. The method combines the advantages of both global and local recognition methods, works in real-time, and avoids the use of statistical models that require extensive user data. It is also one of the first methods that handles collectively cursive words, and hand-drawn line figures. The proposed system achieves pattern recognition through the use of shape metamorphosis. It is based on the premise that if two shapes are similar they don't have to undergo a substantial metamorphosis process in order for one to assume the shape of the other. In other words, the "degree of morphing" becomes the primary matching criterion. The notion of the "degree of morphing" is quantified through an energy minimization approach. The potential of the method is highlighted by a set of experiments.
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U2 - 10.1109/ICPR.1996.546787
DO - 10.1109/ICPR.1996.546787
M3 - Conference contribution
AN - SCOPUS:0039873530
SN - 081867282X
SN - 9780818672828
T3 - Proceedings - International Conference on Pattern Recognition
SP - 18
EP - 22
BT - Track C
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th International Conference on Pattern Recognition, ICPR 1996
Y2 - 25 August 1996 through 29 August 1996
ER -