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An Effective Approach Towards Content-Based Image Retrieval
[chapter]
2004
Lecture Notes in Computer Science
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This paper describes a content-based approach to improve image retrieval effectiveness. ...
Then, in order to overcome the limitations (and inappropriateness) of some previous information retrieval measures in evaluating the efficiency of an image retrieval process, three variants of a new effectiveness ...
Introduction Content-based image retrieval (CBIR) has emerged as an important area in computer vision, multimedia computing and databases. ...
doi:10.1007/978-3-540-27814-6_41
fatcat:oq4kzmx7xzc6dd4zdcfphqayvq
Approaches, Challenges and Future Direction of Image Retrieval
[article]
2010
arXiv
pre-print
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This paper attempts to discuss the evolution of the retrieval approaches focusing on development, challenges and future direction of the image retrieval. ...
Hence, introducing an interpretation inconsistency between image descriptors and high level semantics that known as the semantic gap. ...
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
Towards Effective Relevance Feedback Methods in Content-Based Image Retrieval Systems
2014
International Journal of Innovation Management and Technology
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To improve the retrieval (text, image, etc.,) performance in content-based image retrieval system, an approach was introduced, named "Relevance Feedback". ...
Content-Based Information Retrieval includes the CBIR (content-based image retrieval), CBVR (content-based video retrieval) and so on. ...
NOVEL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL To make the search efficient and effective, we need to consider the convergence speed, precision and computational cost. ...
doi:10.7763/ijimt.2014.v5.482
fatcat:peldufn2tndhlcwjakvw6l2jlu
Multimedia Indexing and Retrieval Techniques: A Review
2012
International Journal of Computer Applications
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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. ...
The VisualSEEK system is an image database system. It allows users to retrieve images using color, spatial layout, and texture features. ...
This work presents a librarian viewpoint toward content-based image retrieval. ...
doi:10.5120/9264-3443
fatcat:knyjpiirtjfitpxdd7bgwfspay
Image Retrieval: Techniques, Challenge, And Trend
2009
Zenodo
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The explosive growth of image data leads to the need of research and development of Image Retrieval. ...
This paper attempts to discuss the evolution of the retrieval techniques focusing on development, challenges and trends of the image retrieval. ...
CONTENT BASED IMAGE RETRIEVAL Content-based image retrieval (CBIR) then has been used as an alternative to text based image retrieval. ...
doi:10.5281/zenodo.1062632
fatcat:xyasbpivkza5hhpcwbbxuhqmge
MULTIMODEL LOCAL TERENARY PATTERNS FOR CONTENT BASED IMAGE RETRIEVAL
2017
International Journal of Advanced Research in Computer Science
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LTP approach has been used for feature extraction from the colour images so that effective information about the image regions has been computed. ...
CBIR is the field of digital media that plays important role for extraction of relevant information from media dataset based on various contents. ...
Et al [7] "An integrated approach to Content Based Image Retrieval", Substance based picture recovery, in the last few years has gotten a wide consideration. ...
doi:10.26483/ijarcs.v8i8.4879
fatcat:6sljvvjy6neurb6pv4vcejdt4e
The effect of query type on subject searching behavior of image databases (poster session)
2000
Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '00
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Keywords Image retrieval, searching for images, search behavior, image database searching. ...
Some approaches are based on the images themselves (content-based retrieval) and others on the text in images or around images (concept-based retrieval). ...
Our approach is based on the idea that it is desirable to base the design and evaluation of image databases on an understanding of image seeking and searching behavior of subjects [6] . ...
doi:10.1145/345508.345625
dblp:conf/sigir/EfthimiadisF00
fatcat:swhflr7e4neapcmykd4hchk5g4
Content-Based Image Retrieval Based on Electromagnetism-Like Mechanism
2013
Mathematical Problems in Engineering
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This paper presents a novel algorithm for increasing the precision in content-based image retrieval based on electromagnetism optimization technique. ...
Recently, many researchers in the field of automatic content-based image retrieval have devoted a remarkable amount of research looking for methods to retrieve the best relevant images to the query image ...
It is a flexible and effective nature-based approach for single objective optimization problems [14] . ...
doi:10.1155/2013/782519
fatcat:m3i4n4htejd7hjjn53buhcpu3a
An Efficient Approach towards Satellite Image Retrieval using Semantic Mining with Hashing
2016
International Journal of Applied Information Systems
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Therefore, an effective and efficient method is required for image retrieval. ...
Satellite images have gained a wide popularity in the field of content-based image retrieval. ...
M (2014) proposed an effective image retrieval approach using hash codes. The proposed method used hash codes for efficient image matching and retrieval. ...
doi:10.5120/ijais2016451592
fatcat:z7wnpppzlje3tlijtn2rujecg4
Multi-Feature Extraction and Matching Approach for Image Retrieval: A Review
2017
IJARCCE
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Image representation based on certain features helps in retrieval process. ...
Image Retrieval (IR) is a significant and increasingly popular approach that helps in the retrieval of image data from a huge collection. ...
Content-Based Image Retrieval using Color Moment
and Gabor TextureFeature (IJCSI 2012) they proposed
an efficient image retrieval method based on color
moments and Gabor texture features. ...
doi:10.17148/ijarcce.2017.6174
fatcat:mpl2mb37sja7zl6y3kfg4j3cem
Two-stream Attentive CNNs for Image Retrieval
2017
Proceedings of the 2017 ACM on Multimedia Conference - MM '17
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In content-based image retrieval, the most challenging (and ambiguous) part is to define the similarity between images. ...
Extensive experiments show that the proposed model achieves impressive performance in image retrieval on four public datasets. ...
To maximize the value of such big visual data, it is necessary to develop an image search approach that is capable of retrieving images with the desired content. ...
doi:10.1145/3123266.3123396
dblp:conf/mm/YangLWZLZ17
fatcat:dyhuas4dbbcebnvkdhhxxbyu64
Primitive Integration for Content based Image Retrieval
2015
International Journal of Computer Applications
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Paper work approach based to proposed algorithmic model for efficient and effective retrieval. ...
Research approach in image processing needs to proper effective abstraction low level features, so that primitive layer integration with output of preprocess always a simultaneous phenomena for content ...
Fig. (5): Query Performance Graph Image retrieval system based on visual contents (CBIR) system utilized visual content features of image to retrieve similar images from an image repository. ...
doi:10.5120/19822-1659
fatcat:6ocxnwtkyrhgvpi6xutney6c74
Content based Object Observation for Image Retrieval
2015
International Journal of Computer Applications
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This all steps required integration, for that towards vision, from image processing to analysis till goal a new model "SHODHNI". ...
Than model proceed for improvement of pictorial information, storage image data, transmission and representation and then attributes as sense with observation based on task limit and that follow real environment ...
Image retrieval systems based on technology for visual image content has been the focus of so many years. ...
doi:10.5120/19823-1660
fatcat:5g3klt6tlzcmzegdkhtglnvhke
Towards Artistic Collections Navigation Tools Based on Relevance Feedback
[chapter]
2012
Communications in Computer and Information Science
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More sophisticated searches can be performed using image retrieval technologies based on visual content. Nevertheless, the problem of the information presentation remains. ...
Artistic image collections are usually managed via textual metadata into standard content management systems. ...
Moreover the use of a ranking based projection has the effect of showing the similar images slowly approaching the query, thus the user's attention focus. ...
doi:10.1007/978-3-642-27978-2_13
fatcat:al4wkxlnbfdkvdcet5k4br6yci
Image Tagging With Social Assistance
2018
International Journal of Trend in Scientific Research and Development
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Tag-primarily based definitely image are seeking for is an essential method to find photos shared with the aid of manner of clients in social networks. ...
First, we bring together a tag graph based totally absolutely at the similarity among every tag. Then network detection approach is accomplished to mine the subject community of every tag. ...
Tag-based image search is an important approach to access the image content of interest on these websites. ...
doi:10.31142/ijtsrd14566
fatcat:hejrlm66ajg4bdbthx642kor4a
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