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Over-Segmentation Based Background Modeling and Foreground Detection with Shadow Removal by Using Hierarchical MRFs [chapter]

Te-Feng Su, Yi-Ling Chen, Shang-Hong Lai
<span title="">2011</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;
In this paper, we propose a novel over-segmentation based method for the detection of foreground objects from a surveillance video by integrating techniques of background modeling and Markov Random Fields  ...  Next, each segment is treated as a node in a Markov Random Field and assigned a state of foreground, shadow and background, which is determined by using hierarchical belief propagation.  ...  This work was partially supported by National Science Council in Taiwan under the project 98-2220-E-007-029  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-19318-7_42">doi:10.1007/978-3-642-19318-7_42</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ogljscicavb6hdxfg5mcg3eao4">fatcat:ogljscicavb6hdxfg5mcg3eao4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190220075030/http://pdfs.semanticscholar.org/20e6/b1f630e4318799fa91b15bb5fbc624257205.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/20/e6/20e6b1f630e4318799fa91b15bb5fbc624257205.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-19318-7_42"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Cast Shadow Removal in a Hierarchical Manner Using MRF

Zhou Liu, Kaiqi Huang, Tieniu Tan
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jqw2pm7kwvhchpdxpcm5ryoic4" style="color: black;">IEEE transactions on circuits and systems for video technology (Print)</a> </i> &nbsp;
In this paper, we present a novel method for shadow removal using Markov random fields (MRF). In our method, we first construct the shadow model in a hierarchical manner.  ...  Then, based on the shadow model, an MRF model is constructed for shadow removal. The main contribution of this paper is twofold.  ...  Zhao and Y.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcsvt.2011.2158335">doi:10.1109/tcsvt.2011.2158335</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wawjvqubebg47nsyraqw7dkqki">fatcat:wawjvqubebg47nsyraqw7dkqki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809222523/http://www.nlpr.ia.ac.cn/2012papers/gjkw/gk19.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/2c/51/2c51830cb752dc2c9665b9d085be3ae041c8486f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcsvt.2011.2158335"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Background Subtraction for Effective Object Detection and its Parametric Evaluation

Siddhartha A. Meshram, Mr. Vishal Raskar
<span title="2015-05-30">2015</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
In addition to a nonparametric background model we introduce a foreground model based on small spatial neighborhood to improve discrimination sensitivity we also apply a Markov model to change labels to  ...  The background subtraction methods apply probabilistic models to background intensities evolving in time nonparametric and mixture-of Gaussians.  ...  A novel method for shadow removal using Markov random fields (MRF) where shadow model is constructed in a hierarchical manner.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2015.45117">doi:10.17148/ijarcce.2015.45117</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jawd62lvgrdn3hoh4gwylfblz4">fatcat:jawd62lvgrdn3hoh4gwylfblz4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602055625/https://ijarcce.com/upload/2015/may-15/IJARCCE%20117.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/93/7b/937b6c36edb7848f4afead461976fdbfefc9809b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2015.45117"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fuzzy Based Shadow Removal and Integrated Boundary Detection for Video Surveillance

Kumar A. Niranjil, C. Sureshkumar
<span title="2014-11-01">2014</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/crnxfllsknaqlb2vwz3fewf5lu" style="color: black;">Journal of Electrical Engineering and Technology</a> </i> &nbsp;
The framework consists of background subtraction, fuzzy based shadow removal and boundary tracking algorithm.  ...  Experimental results demonstrate that the proposed method is able to track the object boundaries under significant shadows with noise and background clutter.  ...  Rittscher, Kato, Joga, and Blake used both, Hidden Markov Model (HMM) and Markov random field (MRF) for foreground and shadow segmentation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5370/jeet.2014.9.6.2126">doi:10.5370/jeet.2014.9.6.2126</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nnqih64jard5napgqu2vhck4ru">fatcat:nnqih64jard5napgqu2vhck4ru</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723174036/http://ocean.kisti.re.kr/downfile/volume/kiee/E1EEFQ/2014/v9n6/E1EEFQ_2014_v9n6_2126.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/5b/2c/5b2cd759ce5a5bfb341c92593d61aba7b299541d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5370/jeet.2014.9.6.2126"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

An automatic drowning detection surveillance system for challenging outdoor pool environments

Eng, Toh, Kam, Wang, Yau
<span title="">2003</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/753trptklbb4nj6jquqadzwwdu" style="color: black;">Proceedings Ninth IEEE International Conference on Computer Vision</a> </i> &nbsp;
An efficient segmentation algorithm based on robust block-based background modeling and thresholding-withhysteresis methodology enables swimmers to be reliably detected amid reflections, ripples, splashes  ...  This paper investigates the challenges faced by automated surveillance systems operating in hostile conditions and demonstrates the developed algorithms via a system that detects water crises within highly  ...  Acknowledgments This work is supported by the Enterprise Challenge Unit, Singapore's Prime Minister's Office and the Singapore Sports Council.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2003.1238393">doi:10.1109/iccv.2003.1238393</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccv/EngTKWY03.html">dblp:conf/iccv/EngTKWY03</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gfv3hgdrfvelzcucr7v7zf77le">fatcat:gfv3hgdrfvelzcucr7v7zf77le</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20051228180020/http://vision.ucsd.edu:80/~sagarwal/iccv03/iccv03/0532_eng.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/59/91/599126c7e82a57f32a2d4bbf3dd535a2b8fbf443.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2003.1238393"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Background Modeling using Mixture of Gaussians for Foreground Detection - A Survey

Thierry Bouwmans, Fida El Baf, Bertrand Vachon
<span title="2010-01-09">2010</span> <i title="Bentham Science Publishers Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3ul7x5oeyve4xfae4okhpvazka" style="color: black;">Recent Patents on Computer Science</a> </i> &nbsp;
Mixture of Gaussians is a widely used approach for background modeling to detect moving objects from static cameras.  ...  Numerous improvements of the original method developed by Stauffer and Grimson [1] have been proposed over the recent years and the purpose of this paper is to provide a survey and an original classification  ...  Another way to improve this method is to enhance the results of the foreground detection by using cooperation with another segmentation method.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/1874479610801030219">doi:10.2174/1874479610801030219</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wsu4ko2gnvdtjphkdyu53ea6ei">fatcat:wsu4ko2gnvdtjphkdyu53ea6ei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110524055502/http://hal.archives-ouvertes.fr/docs/00/33/82/06/PDF/RPCS_2008.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/d6/41/d64171d400ba1e65c78886312f520c6149c76604.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/1874479610801030219"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Background Modeling using Mixture of Gaussians for Foreground Detection - A Survey

Thierry Bouwmans, Fida El Baf, Bertrand Vachon
<span title="2008-11-01">2008</span> <i title="Bentham Science Publishers Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3ul7x5oeyve4xfae4okhpvazka" style="color: black;">Recent Patents on Computer Science</a> </i> &nbsp;
Mixture of Gaussians is a widely used approach for background modeling to detect moving objects from static cameras.  ...  Numerous improvements of the original method developed by Stauffer and Grimson [1] have been proposed over the recent years and the purpose of this paper is to provide a survey and an original classification  ...  Another way to improve this method is to enhance the results of the foreground detection by using cooperation with another segmentation method.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/2213275910801030219">doi:10.2174/2213275910801030219</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k4gp4ipgprc4ne6xe3f5jv4tfe">fatcat:k4gp4ipgprc4ne6xe3f5jv4tfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110524055502/http://hal.archives-ouvertes.fr/docs/00/33/82/06/PDF/RPCS_2008.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/d6/41/d64171d400ba1e65c78886312f520c6149c76604.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/2213275910801030219"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Foreground Detection with Deeply Learned Multi-Scale Spatial-Temporal Features

Yao Wang, Zujun Yu, Liqiang Zhu
<span title="2018-12-04">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Classic methods often build background models based on some hand-craft features.  ...  With multi-scale architecture, the network can learning deep and hierarchical multi-scale features in both spatial and temporal domains, which is proved to have good invariance for both spatial and temporal  ...  Conventional foreground detection methods normally build a model of the background of a video by various background modeling methods, and the foreground is then detected by finding the regions in input  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18124269">doi:10.3390/s18124269</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30518131">pmid:30518131</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/idirzh5rdbfktjspzeqyxqysyy">fatcat:idirzh5rdbfktjspzeqyxqysyy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503110831/https://res.mdpi.com/sensors/sensors-18-04269/article_deploy/sensors-18-04269-v2.pdf?filename=&amp;attachment=1" 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/aa/22/aa221fd85ad119facac25099a238a94ae3500047.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18124269"> <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>

Scene parsing by nonparametric label transfer of content-adaptive windows

Frederick Tung, James J. Little
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dsarpzh6wfgadnyijwv5l6gh2i" style="color: black;">Computer Vision and Image Understanding</a> </i> &nbsp;
We present CollageParsing, a nonparametric scene parsing algorithm that performs label transfer by matching content-adaptive windows.  ...  Scene parsing is the task of labelling every pixel in an image with its semantic category.  ...  Acknowledgements This work was funded in part by the Natural Sciences and Engineering Research Council of Canada. [1] G. Heitz, D.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cviu.2015.08.009">doi:10.1016/j.cviu.2015.08.009</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5h4dnkhaqbfyboqofizirbdvqu">fatcat:5h4dnkhaqbfyboqofizirbdvqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150930195627/http://www.cs.ubc.ca/~ftung/papers/collageparsing_cviu15.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/26/28/26285525675e444b3cb32e3a7526eb4b3bc3ac4c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cviu.2015.08.009"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Moving Objects Detection with a Moving Camera: A Comprehensive Review [article]

Marie-Neige Chapel, Thierry Bouwmans
<span title="2020-01-15">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
First applications concern static cameras but with the rise of the mobile sensors studies on moving cameras have emerged over time.  ...  Inside these two categories, the methods are grouped according to eight different approaches: panoramic background subtraction, dual cameras, motion compensation, subspace segmentation, motion segmentation  ...  The appearance segmentation is based on color and Local Binary Similarity Patterns (LBSP). The two segmentations are then combined with MRF and the final segmentation is obtained by graph-cut.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.05238v1">arXiv:2001.05238v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/itswnqe3g5ey7c2apy35xqjjza">fatcat:itswnqe3g5ey7c2apy35xqjjza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321044504/https://arxiv.org/pdf/2001.05238v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.05238v1" 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>

Overview and Benchmarking of Motion Detection Methods [chapter]

Pierre-Marc Jodoin, Sébastien Piérard, Yi Wang, Marc Van Droogenbroeck
<span title="2014-07-17">2014</span> <i title="Chapman and Hall/CRC"> Background Modeling and Foreground Detection for Video Surveillance </i> &nbsp;
As a solution, some authors [126, 200] use motion segmentation and optical flow in combination with a color-based GMM model.  ...  Background Modeling and Foreground Detection for Video Surveillance. In T. Bouwmans, F. Porikli, B. Hoferlin, and A.  ...  methods, and is systematically used in the top 50 subsets of 5 and 7 methods, with no exception.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/b17223-30">doi:10.1201/b17223-30</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wi6nuhjdqvbzlh7ehdpouukshi">fatcat:wi6nuhjdqvbzlh7ehdpouukshi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170814234607/http://orbi.ulg.ac.be/bitstream/2268/157177/1/Jodoin2014Overview.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/8d/62/8d62914b6e2f77cd422e5921b9a34fe32346e2e5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/b17223-30"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Block-Sparse RPCA for Consistent Foreground Detection [chapter]

Zhi Gao, Loong-Fah Cheong, Mo Shan
<span title="">2012</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;
Unlike smoothness constraint such as MRF, our method is able to obtain crisply defined foreground regions, and in general, handles large dynamic background motion much better.  ...  We regard the observed image sequence as being made up of the sum of a low-rank background matrix and a sparse outlier matrix and solve the decomposition using the Robust Principal Component Analysis method  ...  This work is supported by these grants: NRF2007IDM-IDM002-069 from MDA of Singapore, "NUS Living Lab" R-705-000-030-133, and "Detecting Moving Targets in Dynamic Background from a Mobile Platform" from  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-33715-4_50">doi:10.1007/978-3-642-33715-4_50</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vka7qn4zsjgsjnqvnzlnfxcf7i">fatcat:vka7qn4zsjgsjnqvnzlnfxcf7i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130108004807/http://www.ece.nus.edu.sg/stfpage/eleclf/Block-sparse%20RPCA%20for%20Consistent%20Foregroud%20Detection.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/4c/5b/4c5be4bf6afe75772d38ac90eed0718313d84933.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-33715-4_50"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Moving Object Detection in Spatial Domain using Background Removal Techniques - State-of-Art

Shireen Y. Elhabian, Khaled M. El-Sayed, Sumaya H. Ahmed
<span title="2010-01-09">2010</span> <i title="Bentham Science Publishers Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3ul7x5oeyve4xfae4okhpvazka" style="color: black;">Recent Patents on Computer Science</a> </i> &nbsp;
, foreground detection and data validation.  ...  , and the most commonly used ways to update such models and how they can be initialized.  ...  [59] represent pixel process with HMM, where they use three-states HMM to represent background, shadows and foreground. They modelled both background and shadows as single Gaussian distribution.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/1874479610801010032">doi:10.2174/1874479610801010032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ooixyvlp75apfkxjdwv42c2nre">fatcat:ooixyvlp75apfkxjdwv42c2nre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110516011629/http://www.benthamscience.com:80/cseng/samples/cseng1-1/Elhabian.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/b3/f0/b3f04de687000ff1070f2285df9c823281c04464.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/1874479610801010032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Moving Object Detection in Spatial Domain using Background Removal Techniques - State-of-Art

Sumaya Ahmed, Khaled El-Sayed, Shireen Elhabian
<span title="2008-01-01">2008</span> <i title="Bentham Science Publishers Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3ul7x5oeyve4xfae4okhpvazka" style="color: black;">Recent Patents on Computer Science</a> </i> &nbsp;
, foreground detection and data validation.  ...  , and the most commonly used ways to update such models and how they can be initialized.  ...  [59] represent pixel process with HMM, where they use three-states HMM to represent background, shadows and foreground. They modelled both background and shadows as single Gaussian distribution.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/2213275910801010032">doi:10.2174/2213275910801010032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/of6vvnujenelzjc76pfzuvm37u">fatcat:of6vvnujenelzjc76pfzuvm37u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110516011629/http://www.benthamscience.com:80/cseng/samples/cseng1-1/Elhabian.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/b3/f0/b3f04de687000ff1070f2285df9c823281c04464.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2174/2213275910801010032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Tracking and Segmentation of Highway Vehicles in Cluttered and Crowded Scenes

Goo Jun, J. K. Aggarwal, Muhittin Gokmen
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wsjivbkuezdvxdnrhihbwjrxlu" style="color: black;">2008 IEEE Workshop on Applications of Computer Vision</a> </i> &nbsp;
We present a method that can separate occluded vehicles by tracking movements of feature points and assigning over-segmented image fragments to the motion vector that best represents the fragment's movement  ...  In this paper, we analyze congested highway situations where it is difficult to track individual vehicles in heavy traffic because vehicles either occlude each other or are connected together by shadow  ...  The most recent study on vehicle segmentation is by Song and Nevatia [9] , in which a model-based approach was employed using 3-D box models, and a probabilistic hypothesis framework was proposed for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wacv.2008.4544017">doi:10.1109/wacv.2008.4544017</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wacv/JunAG08.html">dblp:conf/wacv/JunAG08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f37w64qvqjaonbqozb7z3ntq3a">fatcat:f37w64qvqjaonbqozb7z3ntq3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110830062251/http://cvrc.ece.utexas.edu/Publications/WACV08_jun.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/b4/12/b412d6f73d5f374e328a919ce9ea6b38e80c601e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wacv.2008.4544017"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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