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The Perceived Similarity of Photos - A Test-Collection Based Evaluation Framework for the Content-Based Image Retrieval Algorithms 1

Eero Sormunen, Marjo Markkula, Kalervo Järvelin
<span title="1999-04-01">1999</span> <span class="release-stage">unpublished</span>
Content-based image retrieval (CBIR) algorithms have been seen as a promising access method for digital photo collections, sooner or later replacing the traditional text-based methods.  ...  The proposed evaluation framework is based on the concept of perceived similarity and emphasises the role of expertise and realistic illustration tasks as a premise of similarity assessments.  ...  The Idea of a Laboratory Test Collection for the Evaluation of CBIR Algorithms It may sound daring to propose an evaluation framework based on a laboratory test collection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14236/ewic/mira1999.8">doi:10.14236/ewic/mira1999.8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aecqnf5etbe2lb664r3zs4j7i4">fatcat:aecqnf5etbe2lb664r3zs4j7i4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200212123816/https://www.scienceopen.com/document_file/12ada1e6-d74f-468b-9054-039c8bec2db3/ScienceOpen/001_Sormunen.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/76/0e76d4d0677b49c8c1a0bf1929b49ccf876404cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14236/ewic/mira1999.8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Enhanced Sports Image Annotation and Retrieval Based Upon Semantic Analysis of Multimodal Cues [chapter]

Kraisak Kesorn, Stefan Poslad
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This paper presents a framework for semi-automatic annotation and semantic image retrieval, applied to the sports domain, based upon semantic analysis of both image text captions and visual features of  ...  Experimental results show that the use of the semantic approach significantly enhances image retrieval. Semantic visual information classification and retrieval based upon multimodal cues.  ...  For the content-based search, an image is used as a query instead of keywords.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-92957-4_71">doi:10.1007/978-3-540-92957-4_71</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2d3lyl6e5bab7imtaa5is5qbpm">fatcat:2d3lyl6e5bab7imtaa5is5qbpm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505022503/https://link.springer.com/content/pdf/10.1007%2F978-3-540-92957-4_71.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f4/70/f470323da2afb7bad6ece3b29cfc738f5634a7ce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-92957-4_71"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Collaborative and content-based image labeling

Ning Zhou, William K. Cheung, Xiangyang Xue, Guoping Qiu
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mlkexztp5vbdfo3nlsmbuf4oia" style="color: black;">Pattern Recognition (ICPR), Proceedings of the International Conference on</a> </i> &nbsp;
In particular, we propose a hybrid approach for the prediction where user-provided tags and image visual contents are fused under a unified probabilistic framework.  ...  By comparing with some stateof-the-art content-based image labeling methods, we have empirically shown that 1) the proposed method can achieve comparable tag prediction accuracy when there is no user-provided  ...  The authors would like to thank Kobus Barnard for providing the Corel data set [3] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2008.4761473">doi:10.1109/icpr.2008.4761473</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icpr/ZhouCXQ08.html">dblp:conf/icpr/ZhouCXQ08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f4pmfmafaregxc3mve25i6shgu">fatcat:f4pmfmafaregxc3mve25i6shgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809133208/http://www.cs.nott.ac.uk/~pszqiu/webpages/Papers/Collaborative%20and%20content-based%20image%20labeling.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/24/69/24694e0420f10cc691ce6d317efa0333073eff55.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2008.4761473"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Survey on Personal Image Retrieval Systems [article]

Amit Kumar Nath, Andy Wang
<span title="2021-07-09">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
While a small subset of these images is annotated and shared by users through social media platforms, due to the sheer number of images in personal photo repositories (shared or not shared), finding specific  ...  This survey explores existing image retrieval techniques as well as photo-organizer applications to highlight their relative strengths in addressing this challenge.  ...  Interactive Image Retrieval DynamicMaps In [44] , the authors presented a novel method for browsing based on similarity across a very large collection of Evaluation of this approach revealed that users  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.04681v1">arXiv:2107.04681v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3jhn6wcnovc63hqm4rlmd5w3tu">fatcat:3jhn6wcnovc63hqm4rlmd5w3tu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715053808/https://arxiv.org/ftp/arxiv/papers/2107/2107.04681.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/87/98/87986970a00849f44c0fdeadec28d09db88f0813.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.04681v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Mining Visual Knowledge for Multi-Lingual Image Retrieval

Masashi Inoue
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6fvrx6ji2nauffetsxyi4abwam" style="color: black;">21st International Conference on Advanced Information Networking and Applications Workshops (AINAW&#39;07)</a> </i> &nbsp;
Evaluation on a cross-language image retrieval test collection showed that this method improved retrieval performance for certain queries in multilingual settings.  ...  A clustering algorithm finds pairs of images that are nearly identical and are, therefore, presumed semantically similar.  ...  Research from the Japan Society for the Promotion of Science (17700166).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ainaw.2007.251">doi:10.1109/ainaw.2007.251</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/aina/Inoue07.html">dblp:conf/aina/Inoue07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/y4c7xexz5bc5fjepnlp2aaivba">fatcat:y4c7xexz5bc5fjepnlp2aaivba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171026015647/https://core.ac.uk/download/pdf/22878873.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/83/d4/83d42a12fc3293d37bd430265ed530f484756aba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ainaw.2007.251"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Can Global Visual Features Improve Tag Recommendation for Image Annotation?

Mathias Lux, Arthur Pitman, Oge Marques
<span title="2010-08-27">2010</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hijy7jexkvcipg3tulqv73bck4" style="color: black;">Future Internet</a> </i> &nbsp;
., in the form of tags, photos are difficult to find and organize. In this paper, we describe a system that recommends tags for image annotation.  ...  We postulate that the use of low-level global visual features can improve the quality of the tag recommendation process when compared to a baseline statistical method based on tag co-occurrence.  ...  An existing collection of existing tagged photos is a prerequisite for the algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi2030341">doi:10.3390/fi2030341</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3oofufzkuvhppdfwx7ep6atf6y">fatcat:3oofufzkuvhppdfwx7ep6atf6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923081325/http://www.mdpi.com/1999-5903/2/3/341/pdf?view=inline" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/06/46062b7ea3adb56a9c0a932c73b10bc4a9088f79.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi2030341"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Multimedia Indexing, Search, and Retrieval in Large Databases of Social Networks [chapter]

Theodoros Semertzidis, Dimitrios Rafailidis, Eleftherios Tiakas, Michael G. Strintzis, Petros Daras
<span title="2012-10-13">2012</span> <i title="Springer London"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wgmkozu5pbcuriqhag4fuaxwqu" style="color: black;">Computer Communications and Networks</a> </i> &nbsp;
This plethora of content created the need for finding the desired media in the social media universe.  ...  In the social media era, multimedia content search is promoted to a fundamental feature towards efficient search inside social multimedia streams, content classification, context and event based indexing  ...  Their experiments were evaluated in a tag-based social image retrieval framework where the well known Okapi BM25 ranking function for text retrieval was used [52] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4471-4555-4_3">doi:10.1007/978-1-4471-4555-4_3</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/series/ccn/SemertzidisRTSD13.html">dblp:series/ccn/SemertzidisRTSD13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6l3whv5qcjgshmjwcqh6dgelb4">fatcat:6l3whv5qcjgshmjwcqh6dgelb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190309023039/http://pdfs.semanticscholar.org/fd0b/7bda4edc22d39b83ea8386c8e94608234832.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/0b/fd0b7bda4edc22d39b83ea8386c8e94608234832.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4471-4555-4_3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An Image is Worth More than a Thousand Favorites: Surfacing the Hidden Beauty of Flickr Pictures [article]

Rossano Schifanella, Miriam Redi, Luca Aiello
<span title="2015-05-15">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
By gathering a large crowdsourced ground truth of aesthetics scores for Flickr images, we show that our method retrieves photos whose median perceived beauty score is equal to the most popular ones, and  ...  We propose to use a computer vision method to surface beautiful pictures from the immense pool of near-zero-popularity items, and we test it on a large dataset of creative-commons photos on Flickr.  ...  Schifanella was partially supported by the Yahoo FREP grant. We thank Dr. Judith Redi for her precious help and discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1505.03358v2">arXiv:1505.03358v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fu4sq22my5febhkgbylmmyxki4">fatcat:fu4sq22my5febhkgbylmmyxki4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191013103629/https://arxiv.org/pdf/1505.03358v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/e5/65e56e3da30720e61bde8d16df8e7ead407a0c70.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1505.03358v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Result diversification in social image retrieval: a benchmarking framework

Bogdan Ionescu, Adrian Popescu, Anca-Livia Radu, Henning Müller
<span title="2014-11-22">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7inqmh346zfjjizjyieh7ijtma" style="color: black;">Multimedia tools and applications</a> </i> &nbsp;
This article addresses the diversification of image retrieval results in the context of image retrieval from social media.  ...  With this detailed results analysis we give future insights into diversity in image retrieval and also for preparing new evaluation campaigns in related areas. B. Ionescu ( ) · A.  ...  We acknowledge also the MediaEval Benchmarking Initiative for Multimedia Evaluation (http://www. multimediaeval.org/).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-014-2369-4">doi:10.1007/s11042-014-2369-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uaerbq4cu5bkjm5y6rrmf7lpji">fatcat:uaerbq4cu5bkjm5y6rrmf7lpji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505175134/https://hal.archives-ouvertes.fr/hal-01845528/file/ionescu2014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/a8/f1a8ef2480e6d06d4ee9e2a9530f7781fb537c78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-014-2369-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Modèle de graphe et modèle de langue pour la reconnaissance de scènes visuelles

Trong-Ton Pham, Loïc Maisonnasse, Philippe Muhlen, Eric Gaussier
<span title="2010-04-30">2010</span> <i title="Lavoisier"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/irkvakmpo5cllcy5z6tarfe66m" style="color: black;">Document Numérique</a> </i> &nbsp;
Content-based image indexing and retrieval (CBIR) system needs to consider several types of visual features and spatial information among them (i.e., different point of views) for better image representation  ...  This thesis presents a novel approach that exploits an extension of the language modeling approach from information retrieval to the problem of graph-based image retrieval.  ...  Evaluation of the proposed approach for object/video retrieval Last but not least, experiment on a large collection of images is necessary to test the scalability and the stability of the proposed method  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3166/dn.13.1.211-227">doi:10.3166/dn.13.1.211-227</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v4vexsghgjgqdhcdiondnsy62q">fatcat:v4vexsghgjgqdhcdiondnsy62q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318073534/https://tel.archives-ouvertes.fr/file/index/docid/703372/filename/thesis_pham.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7f/d8/7fd8d608109d292cd8a13c6bcd04f6ebaa69c7e9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3166/dn.13.1.211-227"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Semantics in Content-based Multimedia Retrieval [chapter]

Horst Eidenberger, Maia Zaharieva
<span title="">2008</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqt3yqhkxvcubnonwg57er4tdq" style="color: black;">Studies in Computational Intelligence</a> </i> &nbsp;
This contribution investigates the content-based feature extraction methods used in visual information retrieval, focusing on concepts that are employed for the semantic representation of media content  ...  A case study on content-based MPEG-7 features illustrates the relativity of terms like "low-level," "highlevel" and "semantics". For example, often more semantics mean just more redundancy.  ...  The descriptors are applied on three image collections: the Brodatz dataset [2] (112 monochrome images, 512x512 pixel), a subset of the Corel dataset [24] (260 colour photos, 460x300 pixel, portrait  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77473-0_8">doi:10.1007/978-3-540-77473-0_8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yqclrhrql5a7vl7taprcfm3s2y">fatcat:yqclrhrql5a7vl7taprcfm3s2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20080221201911/http://www.ims.tuwien.ac.at/media/documents/publications/hme-semantics-2007.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ae/46/ae46058b510e3d5f6a86ffd853e3573e8912ae66.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77473-0_8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Caching content-based queries for robust and efficient image retrieval

Fabrizio Falchi, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fausto Rabitti
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/25kc37fuhndb5axzv75226fwem" style="color: black;">Proceedings of the 12th International Conference on Extending Database Technology Advances in Database Technology - EDBT &#39;09</a> </i> &nbsp;
We report on very promising results obtained with a collection of one million high-quality digital photos.  ...  In this paper we investigate the possibility of caching the answers to content-based image retrieval queries in metric space, with the aim of reducing the average cost of query processing, and boosting  ...  Content-based similarity queries ask for retrieving from the indexed collection the most relevant objects, i.e. the closest to the query object according to the adopted distance function.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1516360.1516450">doi:10.1145/1516360.1516450</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/edbt/FalchiLOPR09.html">dblp:conf/edbt/FalchiLOPR09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zzgddt63qvcuzostajo436rb44">fatcat:zzgddt63qvcuzostajo436rb44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705124236/http://www.nmis.isti.cnr.it/falchi/publications/Falchi-2009-EDBT.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/72/b7723ee88c9026e46058765854e677342f6b33bf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1516360.1516450"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Towards content-based patent image retrieval: A framework perspective

Stefanos Vrochidis, Symeon Papadopoulos, Anastasia Moumtzidou, Panagiotis Sidiropoulos, Emanuelle Pianta, Ioannis Kompatsiaris
<span title="">2010</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f2ofnhzey5g7labk5kuei7km5m" style="color: black;">World Patent Information</a> </i> &nbsp;
and indexing techniques to address the need for content-based patent image search and retrieval.  ...  The proposed framework involves the application of document image pre-processing, image feature and textual metadata extraction in order to support effectively content-based image retrieval in the patent  ...  For the performance evaluation of the content-based retrieval part, which is the most important functionality of the search engine, we have chosen 110 images of diverse content from this collection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.wpi.2009.05.010">doi:10.1016/j.wpi.2009.05.010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4wyfy2didfa3hflf76uvkfuqfu">fatcat:4wyfy2didfa3hflf76uvkfuqfu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811014755/http://www.iti.gr/iti/files/document/content_based_image_retrieval.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/d4/d1d4631b25bc51d9791b9298585556584a6d3dd3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.wpi.2009.05.010"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Social Tagging: Exploring the Image, the Tags, and the Game

Elena Konkova, Ayşe Göker, Richard Butterworth, and Andrew MacFarlane
<span title="">2014</span> <i title="Nomos Verlag"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m56v7zoubrgp5ix2anro4hiihm" style="color: black;">Knowledge organization</a> </i> &nbsp;
Abstract: Large image collections on the Web need to be organized for effective retrieval.  ...  Current contentbased image retrieval systems have not demonstrated sufficient utility on large-scale image sources on the web, and are usually used as a supplement to existing text-based image retrieval  ...  The tags were coded and evaluated according to a classification of image attributes based on a combination of established image attribute frameworks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5771/0943-7444-2014-1-57">doi:10.5771/0943-7444-2014-1-57</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cyj4oafmjnho7fga4zwg45gd3e">fatcat:cyj4oafmjnho7fga4zwg45gd3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107092325/https://www.nomos-elibrary.de/10.5771/0943-7444-2014-1-57.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/6e/e36ed1524622b2d3d800ec7335e53947580f1b07.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5771/0943-7444-2014-1-57"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

ImageHunter: A Novel Tool for Relevance Feedback in Content Based Image Retrieval [chapter]

Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqt3yqhkxvcubnonwg57er4tdq" style="color: black;">Studies in Computational Intelligence</a> </i> &nbsp;
One solution for effective image search and retrieval is to combine content-based analysis with feedbacks from the users.  ...  In this paper we present Image Hunter, a tool that implements a Content Based Image Retrieval (CBIR) engine with a Relevance Feedback mechanism.  ...  The graphic interface is based on the jQuery framework, and has been tested for the Mozilla Firefox and Google Chrome browsers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-31546-6_4">doi:10.1007/978-3-642-31546-6_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aec4dkdih5h65iaqxu4z4j5gdq">fatcat:aec4dkdih5h65iaqxu4z4j5gdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120511193618/http://ceur-ws.org/Vol-771/paper10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/89/74/897407ba724602caf4e6fc5ac5fd6ebb150f613a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-31546-6_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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