Multichannel Distributed Local Pattern for Content Based Indexing and\n Retrieval Article Swipe

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Sonakshi Mathur , Mallika Chaudhary , Hemant Verma , Murari Mandal , Santosh Kumar Vipparthi , Subrahmanyam Murala ·

YOU? · · 2018 · Open Access · · DOI: https://doi.org/10.48550/arxiv.1805.02679

A novel color feature descriptor, Multichannel Distributed Local Pattern\n(MDLP) is proposed in this manuscript. The MDLP combines the salient features\nof both local binary and local mesh patterns in the neighborhood. The\nmulti-distance information computed by the MDLP aids in robust extraction of\nthe texture arrangement. Further, MDLP features are extracted for each color\nchannel of an image. The retrieval performance of the MDLP is evaluated on the\nthree benchmark datasets for CBIR, namely Corel-5000, Corel-10000 and MIT-Color\nVistex respectively. The proposed technique attains substantial improvement as\ncompared to other state-of- the-art feature descriptors in terms of various\nevaluation parameters such as ARP and ARR on the respective databases.\n

Related Topics

Computer Science

Benchmark (Surveying)

Artificial Intelligence

Content-Based Image Retrieval

Concepts

Local binary patterns Computer science Search engine indexing Benchmark (surveying) Pattern recognition (psychology) Artificial intelligence Salient Feature extraction Feature (linguistics) Content-based image retrieval Image retrieval Local structure Image (mathematics) Histogram Geography Physics Chemical physics Geodesy Linguistics Philosophy

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Type: preprint
Landing Page: http://arxiv.org/abs/1805.02679
PDF: https://arxiv.org/pdf/1805.02679
OA Status: green
Related Works: 10
OpenAlex ID: https://openalex.org/W4301022844

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DOI: https://doi.org/10.48550/arxiv.1805.02679

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Title: Multichannel Distributed Local Pattern for Content Based Indexing and\n Retrieval

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Type: preprint

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Publication year: 2018

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Publication date: 2018-05-07

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Authors: Sonakshi Mathur, Mallika Chaudhary, Hemant Verma, Murari Mandal, Santosh Kumar Vipparthi, Subrahmanyam Murala

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Landing page: https://arxiv.org/abs/1805.02679

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PDF URL: https://arxiv.org/pdf/1805.02679

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Concepts: Local binary patterns, Computer science, Search engine indexing, Benchmark (surveying), Pattern recognition (psychology), Artificial intelligence, Salient, Feature extraction, Feature (linguistics), Content-based image retrieval, Image retrieval, Local structure, Image (mathematics), Histogram, Geography, Physics, Chemical physics, Geodesy, Linguistics, Philosophy

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