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A modified direction feature for cursive character recognition

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A modified direction feature for cursive character recognition
นักวิจัย : Blumenstein, Michael. , Liu, Xin Yu. , Verma, Brijesh.
คำค้น : 700101 Application packages. , 280205 Text Processing. , TBA. , 890203 Computer Gaming Software. , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080107 Natural Language Processing. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Pattern recognition systems. , Neural networks (Computer science) , Writing
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2547
อ้างอิง : http://hdl.cqu.edu.au/10018/4327 , cqu:2053
ที่มา : Blumenstein, M, Liu, X Y & Verma, B 2004, 'A modified direction feature for cursive character recognition', paper presented at 2004 Joint International Neural Networks Conference (IJCNN), and of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)., Budapest, Hungary.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : 2004 Joint International Neural Networks Conference (IJCNN), and of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, NJ, USA. : Institute of Electrical and Electronics Engineers, Inc., 2004. p. 2983-2988 6 pages Refereed 0780383545 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper describes a neural network-based technique for cursive character recognition applicable to segmentation-based word recognition systems. The proposed research builds on a novel feature extraction technique that extracts direction information from the structure of character contours. This principal is extended so that the direction information is integrated with a technique for detecting transitions between background and foreground pixels in the character image. The proposed technique is compared with the standard direction feature extraction technique, providing promising results using segmented characters from the CEDAR benchmark database.

บรรณานุกรม :
Blumenstein, Michael. , Liu, Xin Yu. , Verma, Brijesh. . (2547). A modified direction feature for cursive character recognition.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Blumenstein, Michael. , Liu, Xin Yu. , Verma, Brijesh. . 2547. "A modified direction feature for cursive character recognition".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Blumenstein, Michael. , Liu, Xin Yu. , Verma, Brijesh. . "A modified direction feature for cursive character recognition."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2547. Print.
Blumenstein, Michael. , Liu, Xin Yu. , Verma, Brijesh. . A modified direction feature for cursive character recognition. กรุงเทพมหานคร : Central Queensland University, Australia; 2547.