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Content-based Search for Image Retrieval

Mohamed M. Fouad
2013 International Journal of Image Graphics and Signal Processing  
In this paper, a content-based image retrieval approach is presented for effective searching.  ...  One can first place a keyword-based query, and then the desired images are retrieved by visual content-based query.  ...  THE PROPOSED APPROACH The proposed approach of content-based image query and retrieval relies on a seamlessly integrated paradigm of text-based and object-based query and Copyright © 2013 MECS I.J.  ... 
doi:10.5815/ijigsp.2013.11.05 fatcat:h67bxjvyh5a5fpvxkyu3obpjxm

A Review on various Approaches for Feature Extraction in CBIR

2016 International Journal of Science and Research (IJSR)  
A number of algorithms had been used for the purpose of content base Image retrieval. In this paper various approaches has been discussed that can be used for content base Image retrieval system.  ...  These different approaches can be used for development of content base image retrieval system.  ...  Content-based image retrieval is opposed to traditional concept-based approaches "Content-based" means that the search analyzes the contents of the image rather than the metadata such as keywords, tags  ... 
doi:10.21275/v5i1.nov152526 fatcat:4wp6vq26yjcmzofc3bk4tqglnq

A Survey On: "Content Based Image Retrieval Systems"

Nidhi Singhai, Shishir K. Shandilya
2010 International Journal of Computer Applications  
General Terms Content Based Image Retrieval Technology, neuro-fuzzy system.  ...  In this paper the techniques of content based image retrieval are discussed, analysed and compared.  ...  DeokHwan Kim , ChinWan Chung [14] in 2003 propose a new content-based image retrieval method using adaptive classification and cluster merging to find multiple clusters of a complex image query.  ... 
doi:10.5120/802-1139 fatcat:cyu3m23jevbshfr3rvqzm5w75u

A Comparison and Analysis of Soft Computing Techniques for Content based Image Retrieval System

S. Manoharan, S. Sathappan
2012 International Journal of Computer Applications  
This paper proposes a new hybrid approach to content-based image retrieval.  ...  Neural Network and Genetic Algorithm based Technique for CBIR An approach is described to content-based retrieval of medical images from a database provide a preliminary demonstration of a new approach  ... 
doi:10.5120/9607-4238 fatcat:6uwcjr5jnvfuvcxagxuinaei44

New Method of Content Based Image Retrieval based on 2-D ESPRIT Method and the Gabor Filters

Chawki Youness, El Asnaoui Khalid, Ouanan Mohammed, Aksasse Brahim
2015 TELKOMNIKA Indonesian Journal of Electrical Engineering  
We propose, in this paper, a new method for Content Based Image Retrieval (CBIR) by exploiting the digital image content.  ...  Our method is based on the representation of the digital image content by a characteristics vector of the indexed image.  ...  This work presents a new approach for indexing and content based image retrieval.  ... 
doi:10.11591/tijee.v15i2.1544 fatcat:yzzan2pjxff3zl2be7rpwgaunq

Review of Techniques used for Content based Image Retrieval

Mr. Niraj Fegade, Prof. Dinesh D. Patil
2016 International Journal of Engineering Research and  
Now-a-days in research field Content-Based Image Retrieval has gained a significant importance.  ...  Content Based Image Retrieval method uses various visual features of image such as color, shape, texture, etc., it thus provide a way to find images in large databases by using unique descriptors.  ...  ACKNOWLEDGMENT We would like to dedicate this work our parents and would like to thank all the staff members from Department of CSE, SSGBCOET Bhusawal Maharashtra. Special thanks to Dr. R.P.  ... 
doi:10.17577/ijertv5is010416 fatcat:hgzzk6ny2bfipkoppsoyzqfwjy

SURVEY ON CONTENT BASED IMAGE RETRIEVAL TECHNIQUES

Aiswarya.V .
2014 International Journal of Research in Engineering and Technology  
Because of this, the content based image retrieval is becoming a new and fast method of information retrieval.  ...  Content Based Image Retrieval (CBIR) is a method to organize the wide variety of images by their visual features.  ...  ACKNOWLEDGEMENTS The authors would like to thank the students and staff of computer vision and image processing department of Amrita Vishwa vidyapeetham for their valuable guidance, sincere support and  ... 
doi:10.15623/ijret.2014.0319135 fatcat:zsxvqptjuvfntmd5sqhfujlpuy

Towards Effective Relevance Feedback Methods in Content-Based Image Retrieval Systems

Sunitha Mostefai
2014 International Journal of Innovation Management and Technology  
To improve the retrieval (text, image, etc.,) performance in content-based image retrieval system, an approach was introduced, named "Relevance Feedback".  ...  In this paper we discuss the current state-of-the-art in Relevance Feedback as seen from content-based image retrieval point of view and recommend a novel approach for the future.  ...  While human-centered computing aims to support users by enabling them to conduct queries in their own vocabulary, a similar approach can be adopted with image retrieval by searching based on the content  ... 
doi:10.7763/ijimt.2014.v5.482 fatcat:peldufn2tndhlcwjakvw6l2jlu

World Wide Web Based Image Search Engine Using Text and Image Content Features

Bo Luo, Xiaogang Wang, Xiaoou Tang, Simone Santini, Raimondo Schettini
2003 Internet Imaging IV  
We first use a text-based image meta-search engine to retrieve images from the Web based on the text information on the image host pages to provide an initial image set.  ...  Because of the high-speed and low cost nature of the text-based approach, we can easily retrieve a broad coverage of images with a high recall rate and a relatively low precision.  ...  This approach combines the advantages of both the text-based and visual content-based approaches to achieve both high speed and high precision image retrieval.  ... 
doi:10.1117/12.476329 fatcat:7rmwlsianzhfbnmt7ctvrhkzye

An Efficient Content based Image Retrieval: CBIR

Shaziya Khan, Shamaila Khan
2016 International Journal of Computer Applications  
The most common approach which is being used is Content-Based Image Retrieval (CBIR) system.  ...  This paper aims to develop a new efficient tool for CBIR based on above mention parameters using MATLAB.  ...  Content-based image retrieval is opposed to traditional concept-based approaches."  ... 
doi:10.5120/ijca2016911885 fatcat:7qieumj2wzf4becu6ezvb7uepa

A REVIEW ON CONTENT BASED IMAGE RETRIEVAL

Nitika Seth, Sonika Jindal
2017 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
The techniques presented are Boosting image retrieval, soft query in image retrieval system, content based image retrieval by integration of metadata encoded multimedia features, and object based image  ...  Content Based Image Retrieval (CBIR) is one of the most exciting and fastest growing research areas in the field of Image Processing.  ...  Content based image retrieval by integration of metadata encoded multimedia features describes a new method for integrating multimedia text and image content features to increase the retrieval performance  ... 
doi:10.24297/ijct.v15i14.5640 fatcat:xohqhdlrfbehpcf25xcgwldjly

Multimedia Indexing and Retrieval Techniques: A Review

Avinash N.Bhute, B. B. Meshram, Harsha A. Bhute
2012 International Journal of Computer Applications  
This system provides a prototype to catalog images and videos on the web using a combination of the text-based processing and content-based visual analysis.  ...  RetrievalWare [18] , developed by Excalibur Technologies Corp., lets users retrieve images by Color Content, Shape Content, Texture Content, Brightness, Color Structure, and Aspect Ratio.  ...  [21] propose a new approach for semantics-based image retrieval. They use color-texture classification to generate the codebook which is used to segment images into regions.  ... 
doi:10.5120/9264-3443 fatcat:knyjpiirtjfitpxdd7bgwfspay

Semantic Image Retrieval: An Ontology Based Approach

Umar Manzoor, Mohammed A., Bassam Zafar, Hafsa Umar, M. Shoaib
2015 International Journal of Advanced Research in Artificial Intelligence (IJARAI)  
In this paper, we have proposed Semantic Image Retrieval: An Ontology based Approach which uses domain specific ontology for image retrieval relevant to the user query.  ...  Semantic Image Retrieval is based on hybrid approach and uses shape, color and texture based approaches for classification purpose.  ...  Compared to the existing approaches (i.e. text / keyword based and content based image retrieval), Ontology based image retrieval focuses more on capturing semantic content (i.e. mapping image features  ... 
doi:10.14569/ijarai.2015.040401 fatcat:s6rxh7bjl5h2nlrtxrlzsztydq

A Novel Content Based Medical Image Retrieval using SURF Features

S. Govindaraju, G. P. Ramesh Kumar
2016 Indian Journal of Science and Technology  
Content Based Medical Image Retrieval is an important tool for doctors in their daily activity.  ...  Objective: Content Based Image Retrieval (CBIR) has been one of the most vivid research areas in the field of computer vision over the last 10 years.  ...  The idea is to develop a new prototype of Content Based Image Retrieval. So the paper proposes a system called Content Based Medical Image Retrieval.  ... 
doi:10.17485/ijst/2016/v9i20/89786 fatcat:c5mnnly3e5edfcvemqkt4lpo2q

Random Walker Segmentation based Tag Completion for Image Retrieval

Shrikant Badghaiya, Atul Barve
2014 International Journal of Computer Applications  
Image retrieval is a technique of accessing texts or images from the web. Although there are various techniques implemented for the image retrieval such as using content based or tag based.  ...  Hence by using the technique for the image retrieval can be used in various fields. Tag based Image retrieval is a technique also used for the efficient retrieval of images [1] .  ...  Tag based image retrieval is a new technique of retrieving of images which provides high accuracy as compared to the content based image retrieval.  ... 
doi:10.5120/18770-0073 fatcat:hp5fwjel4bhuhaf2nl6y5v2gte
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