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Study of Content Based Image Retrieval Techniques
2017
International Journal of Science and Research (IJSR)
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Content-based image retrieval (CBIR) aims at retrieving images from a large database based on similarities in their features to a query image given by the user. ...
It avoids the use of textual descriptions and instead retrieves images based on features like texture, colors, shapes etc. ...
Image retrieval using image regions as query example In this technique, image regions are given as query example instead of whole image. ...
doi:10.21275/art20164191
fatcat:clnss2ahmjaoxpqzrcu5guqcci
Hybrid technique for colour image classification and efficient retrieval based on fuzzy logic and neural networks
2012
The 2012 International Joint Conference on Neural Networks (IJCNN)
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This paper proposes a novel fuzzy approach to classify the colour images based on their content, to pose a query in terms of natural language and fuse the queries based on neural networks for fast and ...
As a result, the necessity of retrieving images has emerged to be important to various professional areas. ...
Most of the image retrieval systems are based on example image as query. However, this research proposes query in terms of natural language content as very low, low, medium, high and very high. ...
doi:10.1109/ijcnn.2012.6252587
dblp:conf/ijcnn/FernandoK12
fatcat:n2kwz3amufabtjuabponbnet6y
KEYWORD AND IMAGE CONTENT FEATURES FOR IMAGE INDEXING AND RETRIEVAL WITHIN COMPRESSED DOMAIN
2011
Jurnal Informatika
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The central problem of most Content Based Image Retrieval approaches is poor quality in terms of sensitivity (recall) and specificity (precision). ...
In this paper we introduce an approach to reduce the impact of the semantic gap by integrating high-level (semantic) and low-level features to improve the quality of Image Retrieval queries. ...
Meanwhile in applying content features as a query, we use the query-by-example (QBE) technique with the database. ...
doi:10.9744/informatika.10.2.73-78
fatcat:zok5nprovveilkwzrjt3errtmy
Three-dimensional interfaces for querying by example in content-based image retrieval
2002
IEEE Transactions on Visualization and Computer Graphics
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Query images are obtained by taking a snapshot of the framed environment and by using the snapshot as an example to retrieve similar database images. ...
This analysis develops on a user test on retrieval efficiency and effectiveness, as well as on an evaluation of users' satisfaction. Index Terms-Content-based image retrieval, 3D user interfaces. ...
Image retrieval systems support either retrieval based on high-level semantics, which defines image content at the conceptual level, or-more recently-retrieval based on visual content, which is based on ...
doi:10.1109/tvcg.2002.1044517
fatcat:7aldiv3btfgohnz3vmepb4uru4
Region of interest-based image retrieval techniques: a review
2020
IAES International Journal of Artificial Intelligence (IJ-AI)
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Segmentation, feature extraction, indexing, and retrieval of an image are the tasks required in retrieving images that contain similar regions as specified in a query. ...
Retrieval performance in large databases can be improved with the application of content-based image retrieval systems which deals with the extraction of global and region features of images. ...
An example of an MRI imagery database using multiple ROI query using the method by [32] Another technique is the region-based image retrieval system using a high-level semantic learning idea that has ...
doi:10.11591/ijai.v9.i3.pp520-528
fatcat:ayahw5e2hresrgn3xa3s7nzcya
Language-based querying of image collections on the basis of an extensible ontology
2004
Image and Vision Computing
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The design of a specialised query language for content based image retrieval (CBIR) provides a means of addressing many of the problems associated with commonly used query paradigms such as query-by-example ...
This paper discusses these issues and illustrates the design and use of an ontological retrieval language through the example of the OQUEL query language. ...
Most systems for content based image retrieval offer query composition facilities based on examples, sketches, feature predicates, structured database queries, or keyword annotation. ...
doi:10.1016/j.imavis.2003.10.002
fatcat:bcyyqxyt3je2xhkw4rvecw5v4q
Multi-Query Content Based Image Retrieval System using Local Binary Patterns
2011
International Journal of Computer Applications
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Content Based Image Retrieval systems open new research areas in Computer Vision due to the high demand of image searching methods. ...
The experimental result shows that, the use of multiple queries has better retrieval performance over single image queries. ...
CONCLUSION An efficient Content Based Image Retrieval system using multi query example is designed .The system is tested with human face expressions. ...
doi:10.5120/2235-2857
fatcat:rl2tmwpa7vekpblqkqy2zqoll4
Approaches, Challenges and Future Direction of Image Retrieval
[article]
2010
arXiv
pre-print
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This paper also discusses the semantic gap issues, user query mechanisms as well as common ways used to bridge the gap in image retrieval. ...
The explosive growth of image data leads to the need of research and development of Image Retrieval. ...
Content Based Image Retrieval In 1980s, Content-based image retrieval (CBIR) then has been used as an alternative to text based image retrieval. ...
arXiv:1006.4568v1
fatcat:fr5yznvyrja7johscgmqjiuop4
VISUAL QUERYING BY COLOR PERCEPTIVE REGIONS
1998
Pattern Recognition
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Image retrieval by color regions is complicated by the fact that regions which are requested in the query should correspond to relevant colored regions in the retrieved images. ...
A major research subject in image databases is to support efficient and effective access to images based on their visual content. ...
Performance has been analyzed in terms of system precision and recall for different types of queries. Presently, the PICASSO system is used by Alinari Archives in Florence. ...
doi:10.1016/s0031-3203(97)00164-7
fatcat:vn7amxsvprdmlf6rt4tigwhv3e
A Literature Review of Image Retrieval based On Semantic Concept
2012
International Journal of Computer Applications
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This paper attempts to provide a comprehensive review and characterize the problem of the semantic gap that is the key problem of content-based image retrieval and the current attempts in high-level semantic-based ...
image retrieval being made to bridge it. ...
Content-Based Image Retrieval CBIR is a technique for image retrieval based on extracting and indexing of the low-level features of images, such as color, texture and shape, to support visual queries in ...
doi:10.5120/5008-7327
fatcat:blhmwfs46zfh7as7di44wwdgkm
Content-based image retrieval using a mobile device as a novel interface
2005
Storage and Retrieval Methods and Applications for Multimedia 2005
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This paper presents an investigation into the use of a mobile device as a novel interface to a content-based image retrieval system. ...
The paper presents a novel methodology for performing content-based image retrieval and object recognition from query images that have been degraded by noise and subjected to transformations through the ...
Salient regions for content-based image retrieval Much previous work in the field of content-based retrieval has been based around the concepts of using global descriptors to describe the content of the ...
doi:10.1117/12.588979
dblp:conf/spieSR/HareL05
fatcat:3fvipjextzd3jfb6fpumuri7za
Content Based Image Retrieval Using Quantitative Semantic Features
[chapter]
2014
Lecture Notes in Computer Science
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Content-based image retrieval is a very important problem in image processing and analysis field. ...
An important requirement for constructing effective content-based image retrieval (CBIR) systems is accurate characterization of visual information. ...
The commonest approaches use the so-called Content-Based Image Retrieval (CBIR) systems. ...
doi:10.1007/978-3-319-07731-4_44
fatcat:3s2zp7wq6fhfnlt55iwddqv7j4
TBIdoc: 3D content-based CT image retrieval system for traumatic brain injury
2010
Medical Imaging 2010: Computer-Aided Diagnosis
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In this paper, we present the TBIdoc system: a content-based image retrieval (CBIR) system which works on the TBI CT images. ...
In this web-based system, user can query by uploading CT image slices from one study, retrieval result is a list of TBI cases ranked according to their 3D visual similarity to the query case. ...
Besides, a number of frameworks have been proposed for retrieving medical images using content-based techniques [1] [4] . ...
doi:10.1117/12.844092
dblp:conf/micad/LiGWLTLPLLTZ10
fatcat:vju2qplmprf4vloigtjijm7qli
Content-based Search for Image Retrieval
2013
International Journal of Image Graphics and Signal Processing
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Index Terms-Content-based, image retrieval and query, text search I. Content-based Search for Image Retrieval ...
One can first place a keyword-based query, and then the desired images are retrieved by visual content-based query. ...
Figure 1 . 1 Framework of the proposed content-based image query and retrieval (CIQR) approach. ...
doi:10.5815/ijigsp.2013.11.05
fatcat:h67bxjvyh5a5fpvxkyu3obpjxm
A REVIEW ON MULTIQUERY SYSTEM FOR CONTENT BASED IMAGE RETRIEVAL
2016
INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY
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In parallel with this growth, content-based retrieval and querying the indexed collections are required to access visual information. ...
In this thesis, a content-based image retrieval system is presented that computes texture and color similarity among images. ...
A CBIR system which uses region features to represent images is known as Region Based Image Retrieval systems (RBIR). ...
doi:10.24297/ijct.v15i13.4800
fatcat:6npswrvbwvbybbfblhhmiscgra
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