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Neural networks for content based image retrieval

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Neural networks for content based image retrieval
นักวิจัย : Verma, Brijesh. , Kulkarni, Siddhivinayak.
คำค้น : Image processing. , TBA , 700102 Application tools and system utilities , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280203 Image Processing , 280103 Information Storage, Retrieval and Management , Neural networks (Computer science) , Information storage and retrieval systems. , Content-based image retrieval -- Neural networks -- Fuzzy logic -- Fusion of queries
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2549
อ้างอิง : http://hdl.cqu.edu.au/10018/7527 , ISBN:1-59904-370-X , , cqu:347 ,
ที่มา : Verma, B & Kulkarni, S 2006, 'Neural networks for content based image retrieval', in Y Zhang (ed.), Semantic-Based Visual Information Retrieval, IRM Press, Hershey, USA, pp. 323-402.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Semantic-based visual information retrieval. Hershey, USA : IRM, 2006 Chapter 12, p. p. 323-402 368 pages 16 chapters 159904370X , aCQUIRe [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This chapter introduces neural networks for Content-Based Image Retrieval (CBIR) systems. It presents a critical literature review of both the traditional and neural network based techniques that are used in retrieving the images based on their content. It shows how neural networks and fuzzy logic can be used in interpretation of queries, feature extraction and classification of features by describing a detailed research methodology. It investigates a neural network based technique in conjunction with fuzzy logic to improve the overall performance of the CBIR systems. The results of the investigation on a benchmark database with a comparative analysis are presented in this chapter. The methodologies and results presented in this chapter will allow researchers to improve and compare their methods and it will also allow system developers to understand and implement the neural network and fuzzy logic based techniques for content based image retrieval.

บรรณานุกรม :
Verma, Brijesh. , Kulkarni, Siddhivinayak. . (2549). Neural networks for content based image retrieval.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Kulkarni, Siddhivinayak. . 2549. "Neural networks for content based image retrieval".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Kulkarni, Siddhivinayak. . "Neural networks for content based image retrieval."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2549. Print.
Verma, Brijesh. , Kulkarni, Siddhivinayak. . Neural networks for content based image retrieval. กรุงเทพมหานคร : Central Queensland University, Australia; 2549.