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http://hdl.handle.net/2080/2994
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DC Field | Value | Language |
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dc.contributor.author | Kakde, Bhavana | - |
dc.contributor.author | Okade, Manish | - |
dc.date.accessioned | 2018-05-02T07:06:01Z | - |
dc.date.available | 2018-05-02T07:06:01Z | - |
dc.date.issued | 2018-04 | - |
dc.identifier.citation | 3rd International Conference for Convergence in Technology (I2CT), Pune, Maharastra, India, 06 - 08 April, 2018. | en_US |
dc.identifier.uri | http://hdl.handle.net/2080/2994 | - |
dc.description | Copyright of this document belongs to proceedings publisher. | en_US |
dc.description.abstract | This proposed work introduces a novel technique for Fast Content-Based Image Retrieval (CBIR) using Dual-Cross Patterns (DCP). DCP encodes second order information in the vertical, horizontal and diagonal direction, by performing the encoding of sample points in the local surrounding region of every center pixel in an image. The local binary pattern (LBP), an efficient visual texture descriptor, performs a comparison between the center pixel and its neighboring pixel. Local tetra patterns (LTrP) is a method which acquires more detailed information by using four possible directions of every center pixel in an image, and is calculated from firstorder derivatives in horizontal and vertical directions. To analyze its effectiveness, the proposed technique, LBP, and LTrP are compared. Our extensive simulation on Corel database shows that the proposed technique has better time complexity compared to these methods. | en_US |
dc.subject | CBIR | en_US |
dc.subject | Query image | en_US |
dc.subject | Local sampling | en_US |
dc.subject | Pattern recognition | en_US |
dc.subject | Dual-cross patterns(DCP) | en_US |
dc.subject | Pattern encoding | en_US |
dc.subject | Local tetra patterns (LTrP) | en_US |
dc.title | A Novel Technique for Fast Content-Based Image Retrieval using Dual-Cross Patterns | en_US |
dc.type | Article | en_US |
Appears in Collections: | Conference Papers |
Files in This Item:
File | Description | Size | Format | |
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2018_I2CT_BKakde_A Novel.pdf | Conference Paper | 462.18 kB | Adobe PDF | View/Open |
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