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Fuzzy logic based interpretation and fusion of color queries

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Fuzzy logic based interpretation and fusion of color queries
นักวิจัย : Verma, Brijesh. , Kulkarni, S.
คำค้น : TBA. , TBA. , TBA. , Fuzzy logic. , Fuzzy systems. , Neural networks (Computer science)
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2547
อ้างอิง : http://hdl.cqu.edu.au/10018/42705 , 10.1016/S0165-0114(03)00223-9 , cqu:5508
ที่มา : Verma, B & Kulkarni, S 2004, 'Fuzzy logic based interpretation and fusion of color queries', Fuzzy Sets and Systems, vol 147, issue 1, pp.99-118, http://dx.doi.org/10.1016/S0165-0114(03)00223-9 (viewed 8/4/2010)
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Fuzzy Sets and Systems. Netherlands. : Elsevier BV, North-Holland, 2004. vol 147, issue 1 (October 2004), p. 99-118 20 pages Refereed 0165-0114 1872-6801 (online) , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

The paper presents a novel fuzzy logic-based approach for interpretation of color queries and a technique for fusion of multiple queries. Currently, in most real world systems, users have to provide the content of color in terms of percentage or many real numbers to retrieve an image. In this paper a fuzzy logic-based interface is presented which allows user to express queries in terms of phrases like mostly red, many green, few red. The paper also presents a novel way of fusing multiple queries. By incorporating the fusion of multiple queries, it was noticed that there was a prominent increase in the confidence factor for the images. Fusion experiments were conducted with neuro-fuzzy, fuzzy AND and binary AND techniques. A comparative analysis showed that neuro-fuzzy has outperformed other two techniques.

บรรณานุกรม :
Verma, Brijesh. , Kulkarni, S. . (2547). Fuzzy logic based interpretation and fusion of color queries.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Kulkarni, S. . 2547. "Fuzzy logic based interpretation and fusion of color queries".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Kulkarni, S. . "Fuzzy logic based interpretation and fusion of color queries."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2547. Print.
Verma, Brijesh. , Kulkarni, S. . Fuzzy logic based interpretation and fusion of color queries. กรุงเทพมหานคร : Central Queensland University, Australia; 2547.