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An Effective Approach Towards Content-Based Image Retrieval [chapter]

Rokia Missaoui, M. Sarifuddin, Jean Vaillancourt
2004 Lecture Notes in Computer Science  
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]

Hui Hui Wang, Dzulkifli Mohamad, N. A. Ismail
2010 arXiv   pre-print
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

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".  ...  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

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.  ...  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

Hui Hui Wang, Dzulkifli Mohamad, N.A Ismail
2009 Zenodo  
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

Palvi .
2017 International Journal of Advanced Research in Computer Science  
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)

Efthimis N. Efthimiadis, Raya Fidel
2000 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '00  
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

Hamid A. Jalab, Nor Aniza Abdullah
2013 Mathematical Problems in Engineering  
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

Linda Mary, Kiran A.
2016 International Journal of Applied Information Systems  
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

Prof. Chopde N. R., Miss Rewaskar P. A
2017 IJARCCE  
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

Fei Yang, Jia Li, Shikui Wei, Qinjie Zheng, Ting Liu, Yao Zhao
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
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

Riaz AhmedShaikh, Jian-Ping Li, Asif Khan
2015 International Journal of Computer Applications  
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

Asif Khan, Jian-Ping Li, Riaz Ahmed Shaikh
2015 International Journal of Computer Applications  
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]

Daniele Borghesani, Costantino Grana, Rita Cucchiara
2012 Communications in Computer and Information Science  
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

D. Dhayalan, M. Queen Mary Vidya, B. Gowri Priya
2018 International Journal of Trend in Scientific Research and Development  
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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