CBIR-Content-Based Image Retrieval IEEE PAPER 2017




CBIRsystem based on prediction errors
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Content-Based Image Retrieval ( CBIR ) systems are widely used for local as well as for remote applications such as telemedicine, satellite image transmission and image search engines. The existingCBIRsystems suffer from the limitations of storage space, data

An Efficient Perceptual ofCBIRSystem using MIL-SVM Classification and SURF Feature Extraction.
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Abstract: Hasty increase in use of color image in recent years has motivated to the need of retrieval system for color image. Content Based Image Retrieval ( CBIR ) system is used to retrieve similar images from large image repositories based on color, texture and shape. In

Design and Analysis ofCBIRSystem using Hybrid PSO and K-Mean Clustering Methods
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Abstract Images have always been considered an effective medium for presenting visual data in many applications of industry and academia. With the development of technology, a large amount of images are being generated every day. Therefore, managing and indexing Abstract A Content Based Image Retrieval is proposed using two techniques in order to show a comparative analysis. The comparative analysis points out its overall performance depends on the type of techniques used to extract multiple features and similarity metrics

Integration of Color and Texture Features inCBIRSystem
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ABSTRACT Nowadays, rapid and effective searching for relevant images in large image databases has become an area of wide interest in many applications. The current image retrieval system is based on text-based approaches. This system has many challenges such

COMPREHENSIVE ANALYSIS OF SOME RECENT COMPETITIVECBIRTECHNIQUES.
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Abstract In todays real life applications complexity of multimedia contents is significantly increased. This is highly demanding the development of effective retrieval systems to satisfy human desires. Recently, extensive research efforts have been carried out in the field of

Review on Content Based Image Retrieval ( CBIR ) Technique
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Abstract: In digital image processing finding or searching a image in huge database of digital images is big task for designing more efficient image and shape matching algorithm. In data storage and image acquisition technologies we have to enabled the creation of large

RESEARCH AND PERFORMANCE EVALUATION OF PROPOSEDCBIRSYSTEM OF CONTENT BASED IMAGE RETRIEVAL USING COLOR, TEXTURE AND
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ABSTRACT This paper has a look for the in the lands ruled over of image processing, image mining is move-forward in the field of facts mining. image mining is the extraction of put out of the way knowledge for computers, association of image data and added good example

A REVIEW ON VARIOUS APPROACHES OFCBIRUSING COLOR AND SHAPE BASED FEATURES
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ABSTRACT Content base image retrieval is the process for extraction of relevant images from the dataset images based on feature descriptors. In the process of content base image retrieval various types of retrieval approaches have been processed by users that are colour

Content - based image retrieval
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B Hadjer, R Sara, K Halima, A Oussama - bu.univ-ouargla.dz 1. Abstract Nowadays, most peoples, whatever their specialty, have a collection of images that increase over time to become a large collection. This increases the need to develop a quick and effective tool to retrieve image collections. One technique to retrieve the desired

SatelliteImageMining usingContent Based Image Retrieval
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Abstract: Satellite images are used in many applications, such as disaster forecasting, geological survey etc. Satellites captures thousands of images every day, but only few are useful to us. How to retrieve useful images from the database is a very challenging area of

A Survey on Different Relevance Feedback Techniques inContent Based Image Retrieval
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Abstract-The conventionalimage retrievalmethods like Google, Bingo, Yahoo arebasedon the on textual annotation of images to access the large collection of relevant database images. ThenContent Based Image Retrieval(CBIR) is a technique, which takes visual

Content BasedMedicalImage Retrievaland ClusteringBasedSegmentation to Diagnose Lung Cancer
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Abstract Now a day lung cancer is most serious health problem in the world which causes multiple deaths every year. There are various techniques available for diagnosis of the lung cancer such as CTimage , MRIimage , X-RayImageetc. but the CT scanimageprovides

Content Based Image RetrievalUsing Texture Structure Histogram and Texture Features
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Abstract InContent Based Image Retrievalone of the most important features is texture. In this paper we present aimage retrieval basedon Texture Structure Histogram (TSH) and Gabor texture feature extraction. In TSH technique to describe the texture feature, we use the

A Survey ofContent Based Image Retrievalin Cloud Computing
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Abstract: The images are used as a prime factor of communication on an effective scale. Hence the need of efficient and effective tools forretrievalof query images from database is increased significantly. CBIR is a technique for retrieving images on the basis of

Content based imageclassification andretrievalusing visual bag of features and adaboost algorithm
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ABSTRACT This paper proposes thecontent basedclassification andretrievalof images using Visual bag of Features and adaboost classifier. The Visual bag of Features has been extracted from the input images and then the visual bag of features is classified using the

A Review on Feature Extraction Techniques inContent Based Image Retrieval
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Abstract TheContent Based Image retrieval(CBIR) is a very critical for retrieving the most visible applicable images from the hugeimagedatabase. The numerous low stage functions are extracted primarilybasedon their visualcontentwhich might be shade, shape, texture

Content - based image retrievaland semantic automaticimageannotationbasedon the weighted average of triangular histograms using support vector machine
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Abstract In recent years, the rapid growth of multimediacontentmakescontent - based image retrieval(CBIR) a challenging research problem. Thecontent - basedattributes of theimage are associated with the position of objects and regions within theimage . The addition of

A novel method forContent Based Image retrievalusing Local features and SVM classifier
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Abstract-Retrieving images from the large amount of databasebasedon theircontentare calledcontent based image retrieval . It is a basic requirement of retrieve the relevant information from huge amount ofimagedatabase according to queryimagewith better

AContent Based Image RetrievalUsing Soft Computing
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ABSTRACT The CBIR tends to index and retrieve imagesbasedon their visualcontent . CBIR avoids many problems associated with traditional ways of retrieving images by keywords. Thus, a growing interest in the area of CBIR has been established in recent years.

Content - Based Image Retrievalin Cloud Using Watermark Protocol and Searchable Encryption
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Abstract:-With the development of the imaging devices, such as digital cameras, smartphones, and medical imaging equipments, our world has been witnessing a tremendous growth in quantity, availability, and importance of images. The needs of efficient

Content - based Image RetrievalSystem for clinical diagnosis of Pigmented Skin Lesions
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Summary The screening process of skin cancer and the capacity of storing the digital images in recent years are rapidly increasing at an alarming rate. These digitalimage contains a lot of useful diagnostic information, which are not efficiently accessed and used.

CONTENT BASED IMAGE RETRIEVALUSING APPROXIMATION BY SHAPE.
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This paper presents a newcontent - based image retrievalalgorithm. The main idea of the method is to represent objects by its shape approximation using graphs. As shapes primitivesbasedon line segments and arches were chosen. Each graph node contains

A Scalable Approach forContent - Based Image Retrievalin Peer-to-Peer Networks
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1PG Scholar, Department of CSE, Godavari Institute of Engineering and Technology, Rajahmundry, Andhra Pradesh, India. 2Assistant Professor, Department of CSE, Godavari Institute of Engineering and Technology, Rajahmundry, Andhra Pradesh, India.To Cite this Article

CONTENT BASED IMAGE RETRIEVALUSING COLOR AND TEXTURE
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ABSTRACT The performance ofContent - Based Image Retrieval(CBIR) system is depends on efficient feature extraction and accurateretrievalof similar images.Content based image retrievalis the task of retrieving the images from the large collection of database on the basis

Review on:Content Based Image Retrieval
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Abstract The paper presents a review of different techniques incontent - based image retrieval .Content Based image retrievalis a system by which several images are retrieved from a large database collection. The paper starts with discussing the fundamental aspects

FEATURE EXTRACTION METHODS INCONTENT BASED IMAGE RETRIEVAL : A REVIEW
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Abstract:Image retrievalis a dynamic research territory throughout the previous two decades. This range is increasing more significance as the development of interactive mediacontentover the web is expanding.Content Based Image Retrieval(CBIR) utilizes the

An Enhanced Approach forContent Based Image RetrievalSystem
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ABSTRACT:Content Based Image Retrieval(CBIR) overcomes the traditional text- based image retrievaltechnology where search isbasedon automatic or manual explanation of images. ForImage retrievalits an active research field.Content Based Image Retrievalis a

Review onContent Based Image Retrieval(CBIR) Technique
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Abstract: In digitalimageprocessing finding or searching aimagein huge database of digital images is big task for designing more efficientimageand shape matching algorithm. In data storage andimageacquisition technologies we have to enabled the creation of large

Content Based Image Retrievalwith Multi-Feature Classification by Back-propagation Neural Network
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Abstract: Emergence of Internet, as well as digitalimageacquisition technology, has increased the usage of rich visual information such as images and videos. It has become the integral and essential part of everyones life. Sinceimageproduction has become easy and

A review oncontent based image retrievalby different Techniques
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Abstract In present timeimagedata is growing up day by day in a large amount, and for an easy access of important datacontent based image retrievaltechnique for searching an imagefrom a large database. Images are extracted by using visual contents like color,

Content Based Image RetrievalUsing Hierachical and Fuzzy C-Means Clustering
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Abstract-Grouping images into semantically meaningful categories using low-level visual feature is a challenging and important problem incontent based image retrieval . CBIR is a part ofimageprocessing. We know that with the development of the internet and the

An Efficient Approach forContent - Based Image RetrievalUsing Distributed networks
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Abstract: Peer-to-peer networking offers an adaptable answer for sharing media information over the system. With a lot of visual information circulated among various nodes, it is a vital yet difficult issue to performcontent - based retrievalin peer-to-peer networks. While the

An Enhancement On Dominant Color And Texture Feature Approach ForContent Based Image Retrieval
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Abstract: Due to rapid increase in volume ofimageand video collections, traditional methods of indexing andretrievalusing only keywords have become outdated. Therefore, alternative methods to describe images using their visualcontenthave been developed.

CONTENT BASED IMAGE RETRIEVALUSING ENHANCED LOCAL TETRA PATTERNS
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ABSTRACTContent - based image retrieval(CBIR) is a technique to search the desired imagefrom the homogeneous or heterogeneous database.Imageis analyzed using features like shape, size, texture etc. which forms the basis ofimage retrieval . In CBIR, the

Content Based Image Retrievalusing Feature Selection Techniques
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AbstractContent Based Image Retrieval(CBIR) is an approach for retrieving similar images from animagedatabasebasedon automatically-derivedimagefeatures. The quality of aretrievalsystem depends on the features used to describeimage content .Image

Content Based Image Retrieval : Concept and Methodologies
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Abstract Due to increase in digital trend the number of images to be stored in digital format has also increase. so text based image retrieval was facing many problems to overcome these challenges content based image retrieval came under consideration, searching and

A Survey onContent - based Image Retrieval
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Abstract The widespread of smart devices along with the exponential growth of virtual societies yield big digitalimagedatabases. These databases can be counter-productive if they are not coupled with efficientContent - Based Image Retrieval(CBIR) tools. The last

Spatial and Transform domainbased Content Based Image Retrievalfor classification of Very High Resolution images
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ABSTRACT: In this paper, explore the combination of both spatial and transform domain methods for the satelliteimagewhich are very high resolution by applyingcontentbase image retrievalconcept. The methodology is first applied to supervised classification

A NOVEL HAAR WAVELET TRANSFORMBASEDTECHNIQUE FORCONTENT BASED IMAGE RETRIEVAL
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AbstractContent based image retrievalis the heart favorite topic for many researchers. Now days it is a burning research topic, because it is used in a large number of areas. This paper proposes a novel haar wavelet transform methodbasedtechnique for thecontent based

AND PERFORMANCE EVALUATION OF PROPOSED CBIR SYSTEM OFCONTENT BASED IMAGE RETRIEVALUSING COLOR, TEXTURE ANDIMAGE
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ABSTRACT This paper has a look for the in the lands ruled over ofimageprocessing,image mining is move-forward in the field of facts mining.imagemining is the extraction of put out of the way knowledge for computers, association ofimagedata and added good example

Content - Based Image Retrievalby Multi-Features Extraction and K-Means Clustering
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Abstract Nowadays,Content - Based Image Retrievalhas received a massive attention in the literature ofimageinformationretrieval , and accordingly a broad range of techniques have been proposed. However, these techniques are not free of defects in terms of

Content BasedMedicalImage RetrievalSystem Using DWT and LBP for Ear Images
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ABSTRACT This paper aims to develop visual- content basedmedicalimage retrieval technique to search and retrieve ear images from the medicalimagedatabase.Content basedmedicalimage retrievalsystem search and retrieve images which are perceptually

A REVIEW ONCONTENT BASED IMAGE RETRIEVAL
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ABSTRACTImage retrievalmeans to recover the originalimagefrom the reconstructed image , here in this paper we have discussed latest techniques in the field ofimage retrieval forimageprocessing.Content Based Image Retrieval(CBIR) is one of the most exciting and

A Proposal of an Efficient Feature Extracting Method forContent - Based Image Retrieval
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ABSTRACT Searching a requiredimagefrom the World Wide Web (WWW) is very difficult because the WWW contains a huge number of images. To solve such a problem, an efficient system is needed to retrieve images that are required by the user. Thecontent - based image

CONTENT BASED IMAGE RETRIEVALFOR DETECTING BRAIN TUMOR: A REVIEW PAPER
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ABSTRACT Medical pictures play an important role in distinguishing diseases and police investigation if organs area unit functioning properly.Imageprocess associated with medical pictures is a full of life analysis space within which varied techniques area unit utilized in

Hybrid Wavelet Transformed Row/Column MeanContent based Image RetrievalwithImageTiling
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Abstract One of the crucial problem of computer vision technique is search images in large databases. This problem is addressed with efficientContent Based Image Retrieval(CBIR) techniques. The research paper introduces three techniques validated with two different

INCREASE ROBUSTNESS AND PRIVACY OFCONTENT - BASED IMAGE RETRIEVALIN CLOUD COMPUTING USING WATERMARK- BASEDPROTOCOL
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ABSTRACTContent - based image retrieval(CBIR) are easy to manipulate and edit due to availability of powerfulimageprocessing and cloud computing environment. Searchable encryption (SE) scheme allowsimageusers to search over encrypted data collection.

An evolutionary approach for optimizingcontent - based image retrievalusing a support vector machine
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ABSTRACT: One of the vital challenges in the field ofimage retrievalis the semantic gap between visual features and high-level semantic concepts. Various kinds of relevance feedback approaches have been developed to deal with this semantic gap. Of these, the



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