TY - GEN
T1 - Generation of handwriting by active shape modeling and Global Local Approximation (GLA) adaptation
AU - Chowriappa, Ashirwad
AU - Rodrigues, Ricardo N.
AU - Kesavadas, Thenkurussi
AU - Govindaraju, Venu
AU - Bisantz, Ann
PY - 2010
Y1 - 2010
N2 - The generation of handwriting is a complex task. In order to accommodate for the large variations involved in handwritten words deformable templates need to be used. In this paper we propose a handwriting model, based on Active shape modeling (ASM). In a two-step generation process, a template-based ASM generates characters and a Gaussian mixture regression (GMR) model concatenates the generated characters. For real time generation of cursive handwriting an adaptation of Global local approximation (GLA) methodology is used to fit the generated models.
AB - The generation of handwriting is a complex task. In order to accommodate for the large variations involved in handwritten words deformable templates need to be used. In this paper we propose a handwriting model, based on Active shape modeling (ASM). In a two-step generation process, a template-based ASM generates characters and a Gaussian mixture regression (GMR) model concatenates the generated characters. For real time generation of cursive handwriting an adaptation of Global local approximation (GLA) methodology is used to fit the generated models.
KW - Active shape modeling
KW - CAPTCHA generation
KW - Global local approximation
KW - Handwriting generation
UR - https://www.scopus.com/pages/publications/79951691484
U2 - 10.1109/ICFHR.2010.40
DO - 10.1109/ICFHR.2010.40
M3 - Conference contribution
AN - SCOPUS:79951691484
SN - 9780769542218
T3 - Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
SP - 206
EP - 211
BT - Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
PB - IEEE Computer Society
T2 - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
Y2 - 16 November 2010 through 18 November 2010
ER -