GLOBAL AND LOCAL DESCRIPTOR FOR CBIR AND IMAGE ENHANCEMENT USING MULTI-FEATURE FUSION METHOD

Journal Title: International journal of research -GRANTHAALAYAH - Year 2016, Vol 4, Issue 6

Abstract

The research is ongoing in CBIR it is getting much popular. In this retrieval of image is done using a technique that searches the necessary features of image. The main work of CBIR is to get retrieve efficient, perfect and fast results. In this algorithm, fused multi-feature for color, texture and figure features. A global and local descriptor (GLD) is proposed in this paper, called Global Correlation Descriptor (GCD) and Discrete Wavelet Transform (DWT), to excerpt color and surface feature respectively so that these features have the same effect in CBIR. In addition, Global Correlation Vector (GCV) and Directional Global Correlation Vector (DGCV) is proposed in this paper which can integrate the advantages of histogram statistics and Color Structure Descriptor (CSD) to characterize color and consistency features respectively. Also, this paper is implemented by Hu moment (HM) for shape feature, it extract 8 moments for image. For the classification process, apply kernel Support vector machine (SVM). The experimental result has computed precision, recall, f_measure and execution time. Also, worked on two datasets: Corel-1000 and Soccer-280.

Authors and Affiliations

Keywords

Related Articles

CLIMATE CHANGE & AGRICULTURE IN INDIA- EFFECTIVE IMPLEMENTATION OF NATIONAL MISSION FOR SUSTAINABLE AGRICULTURE

Climate change has been the most serious challenge affecting agriculture in India where direct effects of climate change are expected to be very harsh. India will need to produce estimated 320 MT of food grains by the ye...

AN EMPIRICAL STUDY ON THE DYNAMIC RELATIONSHIP BETWEEN CRUDE OIL PRICES AND NIGERA STOCK MARKET

In this paper, we have examined the crude oil price on the performance of Nigerian stock exchange and exchange rate act as the plausible countercyclical tool .we have applied the different models and collected the result...

A REVIEW ON CLOUD COMPUTING SECURITY ISSUES AND CHALLENGES

The new developments in the field of information technology offered the people enjoyment, comforts and convenience. Cloud computing is one of the latest developments in the IT industry also known as on-demand computing....

ECONOMICS OF SMALL ONION IS IT FEASIBLE TO THE PRODUCERS? - A CASE STUDY

While the farming community is facing a heavy loss in the cultivation of crops such as paddy, sugarcane and turmeric, vegetables, particularly the small onions, give them a significant return. The income from the vegetab...

IMPLEMENTING CLOUD REVOCATION AUTHORITY WITH IDENTITY BASED ENCRYPTION AND ITS APPLICATIONS

Identity-based encryption (IBE) is a public key cryptosystem(encoding and decoding) and eliminates the demands of public key infrastructure(PKI) and certificate administration in conventional public key settings. Due to...

Download PDF file
  • EP ID EP211390
  • DOI 10.5281/zenodo.56712
  • Views 87
  • Downloads 0

How To Cite

(2016). GLOBAL AND LOCAL DESCRIPTOR FOR CBIR AND IMAGE ENHANCEMENT USING MULTI-FEATURE FUSION METHOD. International journal of research -GRANTHAALAYAH, 4(6), 170-182. https://europub.co.uk/articles/-A-211390