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Towards intelligent image retrieval

John P. Eakins
2002 Pattern Recognition  
Research into techniques for the retrieval of images by semantic content is still in its infancy.  ...  compares the strengths and weaknesses of model-based and adaptive techniques, and argues that further advances in the "eld are likely to involve the increasing use of techniques from the "eld of arti"cial intelligence  ...  The need for intelligent image retrieval One crucial di!  ... 
doi:10.1016/s0031-3203(01)00038-3 fatcat:vgxce4mdxve6biancde3k4q4ae

Towards Intelligible Query Processing in Relevance Feedback-Based Image Retrieval Systems [chapter]

Belkhatir Mohammed
2008 Tools in Artificial Intelligence  
system since it enriches the index structures and Towards Intelligible Query Processing in Relevance Feedback-Based Image Retrieval Systems 23 expands the query language.  ...  Intelligible Query Processing in Relevance Feedback-Based Image Retrieval Systems y1 C y2 C x1 C x2 C x2 min x1 min y1 min O y2 min 25 Mechkour 96][Belkhatir et  ...  Towards Intelligible Query Processing in Relevance Feedback-Based Image Retrieval Systems, Tools in Artificial Intelligence, Paula Fritzsche (Ed.), ISBN: 978-953-7619-03-9, InTech, Available from: http  ... 
doi:10.5772/6095 fatcat:ojsvq6suebawnexuqta27hyqzi

Towards Visual Vocabulary and Ontology-based Image Retrieval System

Jalila Filali, Hajer Baazaoui Zghal, Jean Martinet
2016 Proceedings of the 8th International Conference on Agents and Artificial Intelligence  
As our motivation is to improve image retrieval accuracy, this paper presents an image retrieval system based on visual vocabulary and ontology.  ...  Image retrieval process is performed by integrating both visual and semantic features and similarities.  ...  Online phase: image retrieval The retrieval process is based on two steps: query image processing and image retrieval.  ... 
doi:10.5220/0005832805600565 dblp:conf/icaart/FilaliZM16 fatcat:hsz2quoezjdezg3j7tmvy5hx7a

Towards Image Retrieval by Texture Segmentation with Genetic Programming

Vic Ciesielski, Djaka Kurniawan, Andy Song
2007 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing  
These results suggest that the use of texture could enhance retrieval accuracy in content based image retrieval systems.  ...  This paper examines the feasibility of an approach to image retrieval from a heterogeneous collection based on texture.  ...  Saied Tahaghoghi for his advice on CBIR systems and assistance with the Corel images.  ... 
doi:10.1109/ciisp.2007.369182 fatcat:dnohhdjjurfr5cl7eo5pm64zi4

Toward Intelligent Use of Semantic Information on Subspace Discovery for Image Retrieval

Jie Yu, Qi Tian
2006 2006 IEEE International Conference on Multimedia and Expo  
Image retrieval has been widely used in many fields of science and engineering. The semantic concept of user interest is obtained by a learning process.  ...  image subspaces in respect to classification.  ...  Image retrieval aims at automatically retrieving the images of user interest from large databases based on their visual content.  ... 
doi:10.1109/icme.2006.262456 dblp:conf/icmcs/YuT06 fatcat:iceq4vulhzh4dh3zgl63oawqlm

A formal framework for image indexing with triples: Toward a concept-based image retrieval

Jae Dong Yang, Hyung Jeong Yang
1999 International Journal of Intelligent Systems  
: image indexing, information retrieval, image processing  ...  In this paper, we d e v elop an image retrieval mechanism to extract semantics of images based on triples.  ...  One is that it is a rst step toward semantic analysis of the conceptual structure of images.  ... 
doi:10.1002/(sici)1098-111x(199906)14:6<603::aid-int4>;2-d fatcat:k6riksqid5ab7iexlgyvdvsgiu

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.  ...  TOWARD INTELLIGENT IMAGE RETRIEVAL Bridging the semantic gap for image retrieval is a very challenging problem yet to be solved.  ... 
doi:10.5281/zenodo.1062632 fatcat:xyasbpivkza5hhpcwbbxuhqmge

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".  ...  Vision is the most advance of our senses, so it is not surprising that image play the single most important role in human perception.  ...  between processing of image towards make capable to machine can see.  ... 
doi:10.5120/19823-1660 fatcat:5g3klt6tlzcmzegdkhtglnvhke

Approaches, Challenges and Future Direction of Image Retrieval [article]

Hui Hui Wang, Dzulkifli Mohamad, N. A. Ismail
2010 arXiv   pre-print
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 approaches focusing on development, challenges and future direction of the image retrieval.  ...  Researchers are moving towards to intelligent image retrieval that are also supports more abstract in concept by understanding the image content in terms of high level concepts, which is closely related  ... 
arXiv:1006.4568v1 fatcat:fr5yznvyrja7johscgmqjiuop4

New frontiers for intelligent content-based retrieval

Ana B. Benitez, John R. Smith, Minerva M. Yeung, Chung-Sheng Li, Rainer W. Lienhart
2001 Storage and Retrieval for Media Databases 2001  
In this paper, we examine emerging frontiers in the evolution of content-based retrieval systems that rely on an intelligent infrastructure.  ...  In particular, we present MediaNet, a multimedia knowledge presentation framework, and some MPEG-7 description tools that facilitate and enable intelligent content-based retrieval.  ...  Our efforts towards intelligent content-based retrieval has focused on two fronts: MediaNet and MPEG-7.  ... 
doi:10.1117/12.410922 dblp:conf/spieSR/BenitezS01 fatcat:fkxmkib2tndilixw66ydjs64pa

Special issue of 2017 India International Congress on Computational Intelligence

Suash Deb, Ka-Chun Wong, Thomas Hanne
2020 Neural computing & applications (Print)  
The authors have re-examined the use of GLCM in image retrieval and provided refreshing insights.  ...  Srivastava et al. have proposed a pattern-based image retrieval using Gray-Level Co-occurrence Matrix (GLCM) which is a very traditional technique in image texture analysis.  ...  The authors have re-examined the use of GLCM in image retrieval and provided refreshing insights.  ... 
doi:10.1007/s00521-020-04890-y fatcat:uz3xkiqu4rdhvef5m3kag5aiay

Page 37 of The Journal of Information and Image Management Vol. 15, Issue 5 [page]

1982 The Journal of Information and Image Management  

Advances of geo-spatial intelligence at LIESMARS

Deren Li, Zhenfeng Shao, Ruiqian Zhang
2020 Geo-spatial Information Science  
These include image matching, image target detection, change detection, image retrieval, and for generating data models of various types.  ...  The enhancement of computing power, the maturity of learning algorithms, and the richness of application scenarios make Artificial Intelligence (AI) solution increasingly attractive when solving Geo-spatial  ...  Image retrieval methods can be divided into two categories According to the approach of description for the image, Text-based Image Retrieval (TBIR) and Content-Based Image Retrieval (CBIR) .  ... 
doi:10.1080/10095020.2020.1718001 fatcat:y4dr5m4tsbgxnmbc7sc7v45i2q

Towards Automatic Retrieval of Album Covers [chapter]

Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer
2006 Lecture Notes in Computer Science  
We present first steps towards intelligent retrieval of music album covers from the web.  ...  While existing approaches rely on large proprietary databases, we focus on methods that make use of the whole web by using Google's or's image search.  ...  The Austrian Research Institute for Artificial Intelligence is supported by the Austrian Federal Ministry for Education, Science, and Culture and by the Austrian Federal Ministry for Transport, Innovation  ... 
doi:10.1007/11735106_58 fatcat:bpeedtiwwfazzf5xyw37kkcphm

A Review on Procedures on Design and Development of Framework for Content Based Image Retrieval

Shaheen Fatima
2022 International Journal for Research in Applied Science and Engineering Technology  
Keywords: Content–based image retrieval (CBIR), Digital Images, Medical Imaging  ...  Content based image retrieval (CBIR) system is valuable in medical systems as it provides retrieval of the images from the large dataset based on similarities.  ...  Thus the process adopted for searching GPI is not adoptable as it is in the case of medical image retrieval systems.Recently, advances in Content Based Image Retrieval prompted researchers towards new  ... 
doi:10.22214/ijraset.2022.40290 fatcat:23fxill3rnelnfggnbjop3hu3a
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