Group discriminatory power of handwritten characters

Using handwritten characters we address two questions (i) what is the group identification performance of different alphabets (upper and lower case) and (ii) what are the best characters for the verification task (same writer/different writer discrimination) knowing demographic information about the writer such as ethnicity, age or sex. The Bhattacharya distance is used to rank different characters by their group discriminatory power and the k-nn classifier to measure the individual performance of characters for group identification.

• Type: Conference
• Year: 2004
• Where: DRR
• Authors: Catalin I. Tomai, Devika M. Kshirsagar, Sargur N. Srihari
• Keywords: DRR 2004, DRR 2010, Group Identification, Group Identification Performance, Handwritten Characters