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VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal [article]

Ya-Liang Chang, Zhe Yu Liu, Winston Hsu
<span title="2019-04-14">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we propose a novel learning-based Video Object Removal Network (VORNet) to solve the video object removal task in a spatio-temporally consistent manner, by combining the optical flow warping  ...  generates more spatially and temporally consistent videos compared with existing methods.  ...  Acknowledgement This work was supported in part by the Ministry of Science and Technology, Taiwan, under Grant MOST 108-2634-F-002-004.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1904.06726v1">arXiv:1904.06726v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ayrra2mmzg23lvmk3chuhqfpe">fatcat:2ayrra2mmzg23lvmk3chuhqfpe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200823173353/https://arxiv.org/pdf/1904.06726v1.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/1d/c6/1dc6909b8d4d6232450a2c0b202083af6b3291cc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1904.06726v1" 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>

Temporally Object-based Video Co-Segmentation [article]

Michael Ying Yang, Matthias Reso, Jun Tang, Wentong Liao, Bodo Rosenhahn
<span title="2018-02-09">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we propose an unsupervised video object co-segmentation framework based on the primary object proposals to extract the common foreground object(s) from a given video set.  ...  In addition to the objectness attributes and motion coherence our framework exploits the temporal consistency of the object-like regions between adjacent frames to enrich the set of original object proposals  ...  For each object proposal in frame t, we predict its temporally consistent one for frame t+1 based on the TCS labels and overlap it with all the original existing proposals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1802.03279v1">arXiv:1802.03279v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2pme5zvfdbh5xbmnh6blb5v7ea">fatcat:2pme5zvfdbh5xbmnh6blb5v7ea</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200915103809/https://arxiv.org/pdf/1802.03279v1.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/b8/fc/b8fc3da504dc9054c275ee25a2b17575c002fb30.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1802.03279v1" 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>

Real time video fire detection using spatio-temporal consistency energy

Panagiotis Barmpoutis, Kosmas Dimitropoulos, Nikos Grammalidis
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4u3jxdcmrevzj46e7ani77j4u" style="color: black;">2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance</a> </i> &nbsp;
In this paper a new algorithm is proposed for detecting fire from video data in real time based on a combination of features, including a new spatio-temporal consistency feature.  ...  consistency feature is used in addition to color probability, spatial energy, flickering and spatio-temporal energy features and c) an improved rule-based classification approach is proposed, after evaluating  ...  Spatio-Temporal Consistency Energy To measure the spatio-temporal consistency of a block we define an energy cost consisting of two terms: one for smoothness and one for data consistency. #$ $ %# & ' =  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/avss.2013.6636667">doi:10.1109/avss.2013.6636667</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/avss/BarmpoutisDG13.html">dblp:conf/avss/BarmpoutisDG13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/muwfu5dkezflfnvnj4bymrjbda">fatcat:muwfu5dkezflfnvnj4bymrjbda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829231759/https://www.computer.org/web/csdl/index/-/csdl/proceedings/avss/2013/9999/00/06636667.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/50/f6/50f6260384f911382b62c76f71fa47d48d379a4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/avss.2013.6636667"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Page 377 of IEEE Transactions on Computers Vol. 52, Issue 3 [page]

<span title="">2003</span> <i title="Institute of Electrical and Electronics Engineers Inc. IEEE"> <a target="_blank" rel="noopener" href="https://archive.org/details/pub_ieee-transactions-on-computers" style="color: black;">IEEE Transactions on Computers </a> </i> &nbsp;
Based on how the value changes, we can classify temporal data objects as continuous objects or discrete objects [10].  ...  The formal definitions of absolute and relative consis- set of tency depend on the type of temporal objects in the system. A data object is temporal if its value changes with time.  ... 
<span class="external-identifiers"> </span>
<a target="_blank" rel="noopener" href="https://archive.org/details/sim_ieee-transactions-on-computers_2003-03_52_3/page/377" title="read fulltext microfilm" 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> Archive [Microfilm] <div class="menu fulltext-thumbnail"> <img src="https://archive.org/serve/sim_ieee-transactions-on-computers_2003-03_52_3/__ia_thumb.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Object-Oriented Hierarchy Radiation Consistency for Different Temporal and Different Sensor Images

<span title="2018-02-25">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
In the paper, we propose a novel object-oriented hierarchy radiation consistency method for dense matching of different temporal and different sensor data in the 3D reconstruction.  ...  For different sensor images, we propose the union group sparse method, which is based on improving the original group sparse model.  ...  quantitative analysis of radiation consistency based on objects.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18030682">doi:10.3390/s18030682</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29495333">pmid:29495333</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5876752/">pmcid:PMC5876752</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zawbwan2ofgi3kaanzusi4h5u4">fatcat:zawbwan2ofgi3kaanzusi4h5u4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728022218/https://res.mdpi.com/def502000739656dd320f9b547ac3e450e2233865b0550c551cd359e4677812d26a1ac425f1d33aa90c21e628131c931adfbedc96fb8ee27d687407de30f56e1306563392a125ce8c0445a200982dbad5a89a434820184718efdfa1d5109713dc7809e1924b0d46f05051f508c1367f8943de33c13fc2b9d9e394dacc4db17931fe594142171a5fd3beb8d4dd67f8477?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/1a/05/1a05444c7a217621c19dc2002f143c4feab8ac29.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18030682"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5876752" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Scheduling transactions with temporal constraints: exploiting data semantics

Ming Xiong, K. Ramamritham, J.A. Stankovic, D. Towsley, R. Sivasankaran
<span title="">2002</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ht3yl6qfebhwrg7vrxkz4gxv3q" style="color: black;">IEEE Transactions on Knowledge and Data Engineering</a> </i> &nbsp;
In this paper, issues involved in the design of a real-time database which maintains data temporal consistency are discussed.  ...  The simulation results show that taking advantage of temporal data semantics in transaction scheduling can significantly improve the performance of user transactions in realtime database systems.  ...  Our study focusses on policies to assign priorities to user transactions based on their deadlines and the constraints on temporal data objects that they access.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tkde.2002.1033781">doi:10.1109/tkde.2002.1033781</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/byhckixi2reyhozqhmszrvilxu">fatcat:byhckixi2reyhozqhmszrvilxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809003329/http://www.cs.virginia.edu/~son/cs851/papers/ming.tkde02.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/45/80/45801ca90e70f66e3a3f4904b243e344ff168b73.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tkde.2002.1033781"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Detecting temporally consistent objects in videos through object class label propagation

Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wsjivbkuezdvxdnrhihbwjrxlu" style="color: black;">2016 IEEE Winter Conference on Applications of Computer Vision (WACV)</a> </i> &nbsp;
Object proposals for detecting moving or static video objects need to address issues such as speed, memory complexity and temporal consistency.  ...  A deep-learning based video object detector learned using the proposed VOP achieves state-of-the-art detection performance on the Youtube-Objects dataset.  ...  objects in video with temporal consistency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wacv.2016.7477702">doi:10.1109/wacv.2016.7477702</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wacv/TripathiBHN16.html">dblp:conf/wacv/TripathiBHN16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dthps353s5b6ppbx7nfw3viwce">fatcat:dthps353s5b6ppbx7nfw3viwce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709223738/https://vision.cornell.edu/se3/wp-content/uploads/2016/01/OVERLAP_WACV_275.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/b2/b3b2e41f5334bff44615311cbd42e8780a685dfc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wacv.2016.7477702"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation [article]

Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen
<span title="2016-01-20">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Object proposals for detecting moving or static video objects need to address issues such as speed, memory complexity and temporal consistency.  ...  A deep-learning based video object detector learned using the proposed VOP achieves state-of-the-art detection performance on the Youtube-Objects dataset.  ...  objects in video with temporal consistency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1601.05447v1">arXiv:1601.05447v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kj5zfgnfxff47cjmo7wknwq6xe">fatcat:kj5zfgnfxff47cjmo7wknwq6xe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200904060433/https://arxiv.org/pdf/1601.05447v1.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/09/a9/09a98fa1b0b329ff1b48dffc954caa31fb5d6ec4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1601.05447v1" 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>

Unsupervised Object Discovery and Tracking in Video Collections

Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/753trptklbb4nj6jquqadzwwdu" style="color: black;">2015 IEEE International Conference on Computer Vision (ICCV)</a> </i> &nbsp;
This paper addresses the problem of automatically localizing dominant objects as spatio-temporal tubes in a noisy collection of videos with minimal or even no supervision.  ...  The first one establishes correspondences between prominent regions across videos, and the second one associates similar object regions within the same video.  ...  is a weight on temporal consistency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2015.363">doi:10.1109/iccv.2015.363</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccv/KwakCLPS15.html">dblp:conf/iccv/KwakCLPS15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xryfhl47hjfzdpzwfox5oo42oa">fatcat:xryfhl47hjfzdpzwfox5oo42oa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108145828/https://hal.archives-ouvertes.fr/hal-01153017v2/file/video_obj_local.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/6d/4c6dd1798d7deacd4eabcac6ce9093e4f18af033.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2015.363"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Consistent Recurrent Neural Networks for 3D Neuron Segmentation [article]

Felix Gonda, Donglai Wei, Hanspeter Pfister
<span title="2021-02-01">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present a recurrent network for the 3D reconstruction of neurons that sequentially generates binary masks for every object in an image with spatio-temporal consistency.  ...  Our network models consistency in two parts: (i) local, which allows exploring non-occluding and temporally-adjacent object relationships with bi-directional recurrence.  ...  In terms of spatial consistency, the affinity-based methods [4, 5] learn them all-in-one, while the tracking-based methods [7, 8] learn them one-by-one without exploiting the pairwise non-occluding  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.01021v1">arXiv:2102.01021v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2mexat2p6ba3tk4t4pbwk2o25q">fatcat:2mexat2p6ba3tk4t4pbwk2o25q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210203193359/https://arxiv.org/pdf/2102.01021v1.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/29/7e/297e1f79ebd7028a02ecc5110533493cfe541498.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.01021v1" 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>

Coherent Parametric Contours for Interactive Video Object Segmentation

Yao Lu, Xue Bai, Linda Shapiro, Jue Wang
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</a> </i> &nbsp;
We show that existing evaluation datasets are limited and demonstrate a new set to cover the common cases in professional rotoscoping. A new metric for evaluating temporal consistency is proposed.  ...  A spatiotemporal optimization algorithm is employed to produce object boundaries that are spatially accurate and temporally stable.  ...  Since scribble-based systems do not pose strong constraints on temporal shape stability, the same refinement is needed on multiple adjacent frames.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2016.76">doi:10.1109/cvpr.2016.76</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/LuBSW16.html">dblp:conf/cvpr/LuBSW16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xwfd32cd5vdsdhzeotw33bl6cy">fatcat:xwfd32cd5vdsdhzeotw33bl6cy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160909122608/http://www.cv-foundation.org:80/openaccess/content_cvpr_2016/papers/Lu_Coherent_Parametric_Contours_CVPR_2016_paper.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/9b/83/9b83387bb44edca443980ebb1cf2d7ebaa8fb5b0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2016.76"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Reading temporally consistent data in broadcast disks

Victor C. S. Lee, Joseph K. Ng, Jo Y. P. Chong, Kwok-wa Lam
<span title="2004-07-01">2004</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/btnjvwlwczgibccn2pceyhyytu" style="color: black;">ACM SIGMOBILE Mobile Computing and Communications Review</a> </i> &nbsp;
In this paper, we study the performance and impact of maintaining temporal consistency on a recently proposed concurrency control protocol for processing transactions in broadcast environments.  ...  In order to deliver timely and useful results, real-time transactions must read temporal consistent data in addition to completing the execution before their deadlines.  ...  Data objects are temporally consistent if their ages and dispersions are sufficiently small so that the computed results based on them are considered correct.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1031483.1031491">doi:10.1145/1031483.1031491</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b6qitsdc45a5popfslofy2r5q4">fatcat:b6qitsdc45a5popfslofy2r5q4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922010540/http://www.dsc.ufcg.edu.br/~sampaio/cursos/2007.1/PosGraduacao/BancoDeDados/ArtigosBDMoveis/Caching/BroadcastDisks.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/e4/0c/e40c8c3c7569385d1a709dd3493a49f487d2a73b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1031483.1031491"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A Survey on Video Inpainting

Anu RachelAbraham, A. Kethsy Prabhavathy, J. Devi Shree
<span title="2012-10-20">2012</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
In this survey various patch based and object based video inpainting techniques are reviewed considering its merits and demerits.  ...  Using object based approaches both spatial and temporal aspects consistencies cam be covered simultaneously. Object based approaches produce high quality visual results.  ...  Temporal consistency is gained by ensuring consistency of the source fragments. This technique is only suitable when the object motion is periodic and when the images do not change in scale.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/8923-2761">doi:10.5120/8923-2761</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ntmlgqhzbrfsbayhf7i5x5jnqe">fatcat:ntmlgqhzbrfsbayhf7i5x5jnqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722153115/https://research.ijcaonline.org/volume56/number9/pxc3882761.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/ea/c2/eac2be3c7542e003c55d936579b8b9c4c081f920.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/8923-2761"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A survey on content-based retrieval for multimedia databases

A. Yoshitaka, T. Ichikawa
<span title="">1999</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ht3yl6qfebhwrg7vrxkz4gxv3q" style="color: black;">IEEE Transactions on Knowledge and Data Engineering</a> </i> &nbsp;
In addition, composite data consisting of heterogeneous types of data also associates with the semantic content acquired by a user's recognition.  ...  Implementation of the content-based retrieval facility is not based on a single fundamental, but is closely related to an underlying data model, a priori knowledge of the area of interest, and the scheme  ...  Most of the studies that manage temporal relation between component video objects are based on the interval-based model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/69.755617">doi:10.1109/69.755617</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fhqr76ecbzgpdhbqwgbhlg2k6q">fatcat:fhqr76ecbzgpdhbqwgbhlg2k6q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829210419/http://www.sc.ehu.es/ccwgrrom/transparencias/articulos-alumnos-doct-2002/orlando/00755617.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/bc/4b/bc4b948b1a0f91525bc3d47e9e192b392bf790ed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/69.755617"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Exploiting Spatial-Temporal Semantic Consistency for Video Scene Parsing [article]

Xingjian He, Weining Wang, Zhiyong Xu, Hao Wang, Jie Jiang, Jing Liu
<span title="2021-09-06">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Specifically, we design a spatial-temporal consistency loss to constrain the semantic consistency in spatial and temporal dimensions.  ...  In this paper, we propose a Spatial-Temporal Semantic Consistency method to capture class-exclusive context information.  ...  In this work, we propose a spatial-temporal consistency loss to capture classexclusive context, establishing semantic consistency in spatial and temporal dimensions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.02281v1">arXiv:2109.02281v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k32raz24szcmxfl4abloslb2p4">fatcat:k32raz24szcmxfl4abloslb2p4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210909011010/https://arxiv.org/pdf/2109.02281v1.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/a9/f1a96ad0936dc4af3b67c448b5bf61dada0759ec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.02281v1" 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>
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