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Segment confidence-based binary segmentation (SCBS) for cursive handwritten words

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Segment confidence-based binary segmentation (SCBS) for cursive handwritten words
นักวิจัย : Verma, Brijesh. , Centre for Intelligent and Networked Systems (CINS) , Lee, Hong. , Centre for Intelligent and Networked Systems (CINS)
คำค้น : Neural networks; Segmentation algorithms; Handwriting recognition
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2554
อ้างอิง : http://hdl.cqu.edu.au/10018/917326 , acquire3-20120129-182013 , cqu:8186
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

A novel segment confidence-based binary segmentation (SCBS) for cursive handwritten words is presented in this paper. SCBS is a character segmentation strategy for off-line cursive handwriting recognition. Unlike the approaches in the literature, SCBS is an unordered segmentation approach. SCBS is repetition of binary segmentation and fusion of segment confidence. Each repetition generates only one final segmentation point. The binary segmentation module is a contour tracing algorithm to find a segmentation path to divide a segment into two segments. A set of segments before binary segmentation is called pre-segments, and a set of segments after binary segmentation is called post-segments. SCBS uses over-segmentation technique to generate suspicious segmentation points on pre-segments. On each suspicious segmentation point, binary segmentation is performed and the highest fusion value is recorded. If the highest fusion value is greater than the one of pre-segments, the suspicious segmentation point becomes the final segmentation point for the iteration. If not, no more segmentation is required. Segment confidence is obtained by fusing mean character, lexical and shape confidences. The proposed approach has been evaluated on local and benchmark (CEDAR) databases.

บรรณานุกรม :
Verma, Brijesh. , Centre for Intelligent and Networked Systems (CINS) , Lee, Hong. , Centre for Intelligent and Networked Systems (CINS) . (2554). Segment confidence-based binary segmentation (SCBS) for cursive handwritten words.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Centre for Intelligent and Networked Systems (CINS) , Lee, Hong. , Centre for Intelligent and Networked Systems (CINS) . 2554. "Segment confidence-based binary segmentation (SCBS) for cursive handwritten words".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Centre for Intelligent and Networked Systems (CINS) , Lee, Hong. , Centre for Intelligent and Networked Systems (CINS) . "Segment confidence-based binary segmentation (SCBS) for cursive handwritten words."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2554. Print.
Verma, Brijesh. , Centre for Intelligent and Networked Systems (CINS) , Lee, Hong. , Centre for Intelligent and Networked Systems (CINS) . Segment confidence-based binary segmentation (SCBS) for cursive handwritten words. กรุงเทพมหานคร : Central Queensland University, Australia; 2554.