TY - JOUR
T1 - A supervised algorithm with a new differentiated-weighting scheme for identifying the author of a handwritten text
AU - Herrera-Luna, Edith C.
AU - Felipe-Riveron, Edgardo M.
AU - Godoy-Calderon, Salvador
PY - 2011/6/1
Y1 - 2011/6/1
N2 - In this paper a new approach is presented for tackling the problem of identifying the author of a handwritten text. This problem is solved with a simple, yet powerful, modification of the so called ALVOT family of supervised classification algorithms with a novel differentiated-weighting scheme. Compared to other previously published approaches, the proposed method significantly reduces the number and complexity of the text-features to be extracted from the text. Also, the specific combination of line-level and word-level features used introduces an eclectic paradigm between texture-related and structure-related approaches.
AB - In this paper a new approach is presented for tackling the problem of identifying the author of a handwritten text. This problem is solved with a simple, yet powerful, modification of the so called ALVOT family of supervised classification algorithms with a novel differentiated-weighting scheme. Compared to other previously published approaches, the proposed method significantly reduces the number and complexity of the text-features to be extracted from the text. Also, the specific combination of line-level and word-level features used introduces an eclectic paradigm between texture-related and structure-related approaches.
KW - ALVOT algorithm
KW - Author identification
KW - Differentiated-weighting
KW - Handwritten text
KW - Supervised pattern recognition
UR - http://www.scopus.com/inward/record.url?scp=79953032248&partnerID=8YFLogxK
U2 - 10.1016/j.patrec.2011.03.002
DO - 10.1016/j.patrec.2011.03.002
M3 - Artículo
SN - 0167-8655
VL - 32
SP - 1139
EP - 1144
JO - Pattern Recognition Letters
JF - Pattern Recognition Letters
IS - 8
ER -