diff --git a/doc/opencv.bib b/doc/opencv.bib index f944747a7d..be05ecb8d2 100644 --- a/doc/opencv.bib +++ b/doc/opencv.bib @@ -15,7 +15,7 @@ pages = {13.1--13.11}, publisher = {{BMVA} Press}, year = {2013}, - url = {https://doi.org/10.5244/C.27.13}, + url = {https://projet.liris.cnrs.fr/imagine/pub/proceedings/BMVC-2013/Papers/paper0013/paper0013.pdf}, doi = {10.5244/C.27.13}, timestamp = {Sat, 09 Apr 2022 12:44:13 +0200}, biburl = {https://dblp.org/rec/conf/bmvc/AlcantarillaNB13.bib}, @@ -31,7 +31,7 @@ location = {Ottawa, Canada}, pages = {430--436}, numpages = {7}, - url = {http://dl.acm.org/citation.cfm?id=1889712.1889775}, + url = {https://inria.hal.science/inria-00590109}, acmid = {1889775}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, @@ -45,12 +45,21 @@ isbn = {978-1-4673-1226-4}, pages = {2911--2918}, numpages = {8}, - url = {http://dl.acm.org/citation.cfm?id=2354409.2355123}, + url = {https://www.robots.ox.ac.uk/~vgg/publications/2012/Arandjelovic12/arandjelovic12.pdf}, acmid = {2355123}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, keywords = {Vectors,Visualization,Kernel,Standards,Support vector machines,Indexes,Euclidean distance} } +@inproceedings{arthur_kmeanspp_2007, + author = {Arthur, David and Vassilvitskii, Sergei}, + title = {k-means++: The advantages of careful seeding}, + booktitle = {Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms}, + year = {2007}, + pages = {1027--1035}, + publisher = {Society for Industrial and Applied Mathematics}, + url = {https://theory.stanford.edu/~sergei/papers/kMeansPP-soda.pdf} +} @article{BA83, author = {Burt, Peter J and Adelson, Edward H}, title = {A multiresolution spline with application to image mosaics}, @@ -60,7 +69,7 @@ volume = {2}, number = {4}, publisher = {ACM}, - url = {http://persci.mit.edu/pub_pdfs/spline83.pdf} + url = {https://persci.mit.edu/pub_pdfs/spline83.pdf} } @article{BL07, author = {Brown, Matthew and Lowe, David G}, @@ -71,7 +80,7 @@ volume = {74}, number = {1}, publisher = {Springer}, - url = {http://matthewalunbrown.com/papers/ijcv2007.pdf} + url = {http://www.ene.unb.br/mylene/PI/refs/ijcv2007.pdf} } @article{BT96, author = {Birchfield, Stan and Tomasi, Carlo}, @@ -104,7 +113,38 @@ volume = {13}, number = {2}, publisher = {Elsevier}, - url = {https://www.cs.bgu.ac.il/~icbv161/wiki.files/Readings/1981-Ballard-Generalizing_the_Hough_Transform_to_Detect_Arbitrary_Shapes.pdf} + url = {https://www.cs.utexas.edu/~dana/HoughT.pdf} +} +@inproceedings{BarathGCRANSAC, + author = {Barath, Daniel and Matas, Jiri}, + title = {Graph-Cut RANSAC}, + booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, + month = {June}, + year = {2018}, + url = {https://openaccess.thecvf.com/content_cvpr_2018/papers/Barath_Graph-Cut_RANSAC_CVPR_2018_paper.pdf} +} +@misc{barath2019progressive, + title = {Progressive NAPSAC: sampling from gradually growing neighborhoods}, + author = {Barath, Daniel and Ivashechkin, Maksym and Matas, Jiri}, + year = {2019}, + eprint = {1906.02295}, + archivePrefix = {arXiv}, + primaryClass = {cs.CV}, + url = {https://arxiv.org/abs/1906.02295} +} +@inproceedings{BarathMAGSAC, + author = {Barath, Daniel and Noskova, Jana and Ivashechkin, Maksym and Matas, Jiri}, + title = {MAGSAC++, a Fast, Reliable and Accurate Robust Estimator}, + booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, + month = {June}, + year = {2020}, + url = {https://arxiv.org/abs/1912.05909} +} +@book{bigun2006vision, + title = {Vision with direction}, + author = {Bigun, Josef}, + year = {2006}, + publisher = {Springer} } @techreport{blanco2010tutorial, title = {A tutorial on SE(3) transformation parameterizations and on-manifold optimization}, @@ -123,7 +163,8 @@ volume = 10485, pages = {48--58}, doi = {10.1007/978-3-319-68548-9_5}, - isbn = {978-3-319-68547-2} + isbn = {978-3-319-68547-2}, + url = {https://www.researchgate.net/publication/319037445_Two_More_Strategies_to_Speed_Up_Connected_Components_Labeling_Algorithms} } @article{Bolelli2019, title = {{Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling}}, @@ -135,7 +176,17 @@ number = 1, pages = {1999--2012}, doi = {10.1109/TIP.2019.2946979}, - issn = {1057-7149} + issn = {1057-7149}, + url = {https://federicobolelli.it/pub_files/2019tip.pdf} +} +@article{Bolelli2021, + title = {One DAG to Rule Them All}, + author = {Bolelli, Federico and Allegretti, Stefano and Grana, Costantino}, + journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, + year = {2021}, + publisher = {IEEE}, + doi = {10.1109/TPAMI.2021.3055337}, + url = {https://www.researchgate.net/publication/348857725_One_DAG_to_Rule_Them_All} } @article{Borgefors86, author = {Borgefors, Gunilla}, @@ -145,15 +196,25 @@ journal = {Computer vision, graphics, and image processing}, volume = {34}, number = {3}, - publisher = {Elsevier} + publisher = {Elsevier}, + url = {https://people.cmm.minesparis.psl.eu/users/marcoteg/cv/publi_pdf/MM_refs/1986_Borgefors_distance.pdf} +} +@incollection{bottou2010large, + title = {Large-scale machine learning with stochastic gradient descent}, + author = {Bottou, L{\'e}on}, + booktitle = {Proceedings of COMPSTAT'2010}, + pages = {177--186}, + year = {2010}, + publisher = {Springer}, + url = {https://leon.bottou.org/publications/pdf/compstat-2010.pdf} } @article{Bouguet00, author = {Bouguet, Jean-Yves}, - title = {Pyramidal implementation of the affine lucas kanade feature tracker description of the algorithm}, + title = {Pyramidal Implementation of the Lucas Kanade Feature Tracker Description of the algorithm}, year = {2001}, journal = {Intel Corporation}, volume = {5}, - url = {https://pdfs.semanticscholar.org/aa97/2b40c0f8e20b07e02d1fd320bc7ebadfdfc7.pdf} + url = {http://robots.stanford.edu/cs223b04/algo_affine_tracking.pdf} } @misc{BouguetMCT, author = {Bouguet, Jean-Yves}, @@ -167,13 +228,14 @@ year = {2000}, pages = {238--244}, publisher = {IEEE}, - url = {http://web.cse.ohio-state.edu/~davis.1719/Publications/mva02.pdf} + url = {https://web.archive.org/web/20240420000446/http://web.cse.ohio-state.edu/~davis.1719/Publications/mva02.pdf} } @article{Bradski98, author = {Bradski, Gary R}, title = {Computer vision face tracking for use in a perceptual user interface}, year = {1998}, - publisher = {Citeseer} + publisher = {Citeseer}, + url = {http://opencv.jp/opencv-1.0.0_org/docs/papers/camshift.pdf} } @book{Breiman84, title = {Classification and regression trees}, @@ -189,7 +251,15 @@ year = {2004}, pages = {25--36}, publisher = {Springer}, - url = {http://www.cs.auckland.ac.nz/~rklette/TeachAuckland.html/CIMAT/02a%20BBPW-ECCV04.pdf} + url = {https://www.cs.auckland.ac.nz/~rklette/TeachAuckland.html/CIMAT/02a%20BBPW-ECCV04.pdf} +} +@article{Buades2005DenoisingIS, + title = {Denoising image sequences does not require motion estimation}, + author = {Antoni Buades and Bartomeu Coll and Jean-Michel Morel}, + journal = {IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.}, + year = {2005}, + pages = {70-74}, + url = {https://www.researchgate.net/publication/4215294_Denoising_image_sequences_does_not_require_motion_estimation} } @article{Burges98, author = {Burges, Christopher JC}, @@ -200,7 +270,7 @@ volume = {2}, number = {2}, publisher = {Springer}, - url = {http://www.cmlab.csie.ntu.edu.tw/~cyy/learning/papers/SVM_Tutorial.pdf} + url = {https://web.archive.org/web/20170811202211/http://www.cmlab.csie.ntu.edu.tw/~cyy/learning/papers/SVM_Tutorial.pdf} } @inproceedings{CL12, author = {Lu, Cewu and Xu, Li and Jia, Jiaya}, @@ -209,7 +279,7 @@ year = {2012}, pages = {1--7}, publisher = {IEEE}, - url = {https://www.computer.org/csdl/proceedings/iccp/2012/1662/00/06215215.pdf} + url = {https://www.cse.cuhk.edu.hk/~leojia/projects/color2gray/} } @article{Canny86, author = {Canny, John}, @@ -219,7 +289,7 @@ journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, number = {6}, publisher = {IEEE}, - url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.420.3300&rep=rep1&type=pdf} + url = {https://web.archive.org/web/20220818083832/https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.420.3300&rep=rep1&type=pdf} } @article{ChambolleEtAl, author = {Chambolle, Antonin and Caselles, Vicent and Cremers, Daniel and Novaga, Matteo and Pock, Thomas}, @@ -228,7 +298,8 @@ pages = {263--340}, journal = {Theoretical foundations and numerical methods for sparse recovery}, volume = {9}, - publisher = {Walter de Gruyter} + publisher = {Walter de Gruyter}, + url = {https://hal.science/hal-00437581v1} } @article{Chaumette06, author = {Chaumette, Fran{\c c}ois and Hutchinson, S.}, @@ -244,6 +315,35 @@ hal_id = {inria-00350283}, hal_version = {v1}, } +@inproceedings{ChumPROSAC, + title = {Matching with {PROSAC} - Progressive Sampling Consensus}, + author = {Chum, Ondrej and Matas, Jiri}, + booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, + year = {2005}, + url = {https://cmp.felk.cvut.cz/~matas/papers/chum-prosac-cvpr05.pdf} +} +@inproceedings{ChumLORANSAC, + title = {Locally Optimized {RANSAC}}, + author = {Chum, Ondrej and Matas, Jiri and Kittler, Josef}, + booktitle = {DAGM}, + year = {2003}, + url = {https://cmp.felk.cvut.cz/~matas/papers/chum-dagm03.pdf} +} +@inproceedings{ChumEpipolar, + author = {Chum, Ondrej and Werner, Tomas and Matas, Jiri}, + booktitle = {Proceedings of the 17th International Conference on Pattern Recognition. ICPR 2004}, + title = {Epipolar geometry estimation via RANSAC benefits from the oriented epipolar constraint}, + year = {2004}, + volume = {1}, + pages = {112-115 Vol.1}, + url = {https://dspace.cvut.cz/bitstream/handle/10467/9493/2004-Epipolar-geometry-estimation-via-RANSAC-benefits-from-oriented-epipolar-constraint.pdf} +} +@inproceedings{ChumDominant, + title = {Epipolar Geometry Estimation Unaffected by the Dominant Plane}, + author = {Chum, Ondrej and Werner, Tomas and Matas, Jiri.}, + booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, + year = {2005} +} @article{Collins14, year = {2014}, issn = {0920-5691}, @@ -252,7 +352,7 @@ number = {3}, doi = {10.1007/s11263-014-0725-5}, title = {Infinitesimal Plane-Based Pose Estimation}, - url = {http://dx.doi.org/10.1007/s11263-014-0725-5}, + url = {https://encov.ip.uca.fr/publications/pubfiles/2014_Collins_etal_IJCV_plane.pdf}, publisher = {Springer US}, keywords = {Plane; Pose; SfM; PnP; Homography}, author = {Collins, Toby and Bartoli, Adrien}, @@ -265,7 +365,8 @@ journal = {International Journal of Robotics Research}, year = {1998}, volume = {18}, - pages = {286--298} + pages = {286--298}, + url = {https://typeset.io/pdf/hand-eye-calibration-using-dual-quaternions-1boiebmyns.pdf} } @inproceedings{DM03, author = {Drago, Fr{\'e}d{\'e}ric and Myszkowski, Karol and Annen, Thomas and Chiba, Norishige}, @@ -276,7 +377,7 @@ volume = {22}, number = {3}, publisher = {Wiley}, - url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.69.8094&rep=rep1&type=pdf} + url = {https://resources.mpi-inf.mpg.de/tmo/logmap/logmap.pdf} } @inproceedings{DM97, author = {Debevec, Paul E and Malik, Jitendra}, @@ -285,7 +386,7 @@ year = {2008}, pages = {31}, publisher = {ACM}, - url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.463.6496&rep=rep1&type=pdf} + url = {https://www.pauldebevec.com/Research/HDR/debevec-siggraph97.pdf} } @inproceedings{Dalal2005, author = {Dalal, Navneet and Triggs, Bill}, @@ -304,19 +405,27 @@ year = {1997}, pages = {928--934}, publisher = {IEEE}, - url = {http://alumni.media.mit.edu/~jdavis/Publications/publications_402.pdf} + url = {https://web.archive.org/web/20230424044650/http://alumni.media.mit.edu/~jdavis/Publications/publications_402.pdf} +} +@inproceedings{duda2018, + title = {Accurate Detection and Localization of Checkerboard Corners for Calibration}, + year = {2018}, + booktitle = {29th British Machine Vision Conference. British Machine Vision Conference (BMVC-29), September 3-6, Newcastle, United Kingdom}, + publisher = {BMVA Press}, + author = {Duda, Alexander and Frese, Udo}, + url = {http://bmvc2018.org/contents/papers/0508.pdf} } @misc{Eade13, author = {Eade, Ethan}, title = {Gauss-Newton / Levenberg-Marquardt Optimization}, year = {2013}, - url = {http://ethaneade.com/optimization.pdf} + url = {https://ethaneade.com/optimization.pdf} } @misc{Eade17, author = {Eade, Ethan}, title = {Lie Groups for 2D and 3D Transformation}, year = {2017}, - url = {http://www.ethaneade.com/lie.pdf} + url = {https://www.ethaneade.com/lie.pdf} } @inproceedings{EM11, author = {Gastal, Eduardo SL and Oliveira, Manuel M}, @@ -373,7 +482,7 @@ year = {2003}, pages = {363--370}, publisher = {Springer}, - url = {https://doi.org/10.1007/3-540-45103-X_50}, + url = {https://www.diva-portal.org/smash/get/diva2:273847/FULLTEXT01.pdf}, doi = {10.1007/3-540-45103-X_50} } @inproceedings{Farsiu03, @@ -384,7 +493,7 @@ pages = {II--291}, volume = {2}, publisher = {IEEE}, - url = {http://www.academia.edu/download/42361965/ICIP2003SR.pdf} + url = {https://users.soe.ucsc.edu/~milanfar/publications/conf/ICIP2003SR.pdf} } @techreport{Felzenszwalb04, author = {Felzenszwalb, Pedro and Huttenlocher, Daniel}, @@ -402,7 +511,7 @@ volume = {32}, number = {9}, publisher = {IEEE}, - url = {http://lear.inrialpes.fr/~oneata/reading_group/dpm.pdf} + url = {https://cs.brown.edu/people/pfelzens/papers/lsvm-pami.pdf} } @article{Felzenszwalb2006, author = {Felzenszwalb, Pedro F and Huttenlocher, Daniel P}, @@ -413,7 +522,19 @@ volume = {70}, number = {1}, publisher = {Springer}, - url = {http://www.cs.duke.edu/research/AI/papers/Felzenszwalb06.pdf} + url = {https://cs.brown.edu/people/pfelzens/papers/bp-cvpr.pdf} +} +@article{FischlerRANSAC, + author = {Fischler, Martin A. and Bolles, Robert C.}, + title = {Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography}, + year = {1981}, + publisher = {Association for Computing Machinery}, + volume = {24}, + number = {6}, + month = {jun}, + pages = {381–395}, + numpages = {15}, + url = {https://dl.acm.org/doi/pdf/10.1145/358669.358692} } @inproceedings{Fitzgibbon95, author = {Fitzgibbon, Andrew W and Fisher, Robert B}, @@ -428,7 +549,24 @@ title = {Numerically Stable Direct Least Squares Fitting of Ellipses}, author = {Radim Hal oy and Jan Flusser}, year = {1998}, - url = {https://www.semanticscholar.org/paper/Numerically-Stable-Direct-Least-Squares-Fitting-of-oy-Flusser/9a8607575ba9c6016e9f3db5e52f5ed4d14d5dfd} + url = {https://autotrace.sourceforge.net/WSCG98.pdf} +} +@inproceedings{forssen2007maximally, + title = {Maximally stable colour regions for recognition and matching}, + author = {Forss{\'e}n, Per-Erik}, + booktitle = {Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on}, + pages = {1--8}, + year = {2007}, + publisher = {IEEE}, + url = {https://people.isy.liu.se/cvl/perfo/papers/forssen_cvpr07.pdf} +} +@inproceedings{forstner1987fast, + title = {A fast operator for detection and precise location of distincs points, corners and center of circular features}, + author = {Forstner, W}, + booktitle = {Proc. of the Intercommission Conference on Fast Processing of Photogrammetric Data, Interlaken, Switzerland, 1987}, + pages = {281--305}, + year = {1987}, + url = {https://cseweb.ucsd.edu/classes/sp02/cse252/foerstner/foerstner.pdf} } @article{Gallego2014ACF, title = {A Compact Formula for the Derivative of a 3-D Rotation in Exponential Coordinates}, @@ -436,7 +574,8 @@ journal = {Journal of Mathematical Imaging and Vision}, year = {2014}, volume = {51}, - pages = {378-384} + pages = {378-384}, + url = {https://arxiv.org/abs/1312.0788} } @article{Grana2010, title = {{Optimized Block-Based Connected Components Labeling With Decision Trees}}, @@ -446,21 +585,8 @@ volume = 19, number = 6, pages = {1596--1609}, - doi = {10.1109/TIP.2010.2044963} -} -@article{taubin1991, - abstract = {The author addresses the problem of parametric representation and estimation of complex planar curves in 2-D surfaces in 3-D, and nonplanar space curves in 3-D. Curves and surfaces can be defined either parametrically or implicitly, with the latter representation used here. A planar curve is the set of zeros of a smooth function of two variables x-y, a surface is the set of zeros of a smooth function of three variables x-y-z, and a space curve is the intersection of two surfaces, which are the set of zeros of two linearly independent smooth functions of three variables x-y-z For example, the surface of a complex object in 3-D can be represented as a subset of a single implicit surface, with similar results for planar and space curves. It is shown how this unified representation can be used for object recognition, object position estimation, and segmentation of objects into meaningful subobjects, that is, the detection of `interest regions' that are more complex than high curvature regions and, hence, more useful as features for object recognition}, - author = {Taubin, Gabriel}, - doi = {10.1109/34.103273}, - isbn = {0162-8828}, - issn = {01628828}, - journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, - number = {11}, - pages = {1115--1138}, - title = {Estimation of planar curves, surfaces, and nonplanar space curves defined by implicit equations with applications to edge and range image segmentation}, - volume = {13}, - year = {1991}, - url = {https://pdfs.semanticscholar.org/27a7/90a0ca254006fbe37d41e1751516911607ca.pdf} + doi = {10.1109/TIP.2010.2044963}, + url = {https://aimagelab.ing.unimore.it/imagelab/pubblicazioni/2009tiplabeling.pdf} } @inproceedings{G11, author = {Grundmann, Matthias and Kwatra, Vivek and Essa, Irfan}, @@ -480,7 +606,7 @@ volume = {8}, number = {2}, publisher = {Taylor \& Francis}, - url = {http://pages.cs.wisc.edu/~lizhang/courses/cs766-2008f/projects/hdr/jgtpap2.pdf} + url = {https://pages.cs.wisc.edu/~lizhang/courses/cs766-2008f/projects/hdr/jgtpap2.pdf} } @inproceedings{Gold2012, author = {Godbehere, Andrew B and Matsukawa, Akihiro and Goldberg, Ken}, @@ -489,7 +615,19 @@ year = {2012}, pages = {4305--4312}, publisher = {IEEE}, - url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.228.1735&rep=rep1&type=pdf} + url = {https://goldberg.berkeley.edu/pubs/acc-2012-visual-tracking-final.pdf} +} +@article{Gonzalez1987, + title = {Digital Image Fundamentals, Digital Imaging Processing}, + author = {Gonzalez, Rafael C and others}, + year = {1987}, + publisher = {Addison Wesley Publishing Company} +} +@article{gruzman, + title = {Цифровая обработка изображений в информационных системах}, + author = {Грузман, И.С. and Киричук, В.С. and Косых, В.П. and Перетягин, Г.И. and Спектор, А.А.}, + year = {2000}, + publisher = {Изд-во НГТУ Новосибирск} } @article{Guil1999, author = {Guil, N and Gonzalez-Linares, Jos{\'e} Mar{\'\i}a and Zapata, Emilio L}, @@ -510,7 +648,7 @@ volume = {30}, number = {2}, publisher = {IEEE}, - url = {http://www.openrs.org/photogrammetry/2015/SGM%202008%20PAMI%20-%20Stereo%20Processing%20by%20Semiglobal%20Matching%20and%20Mutual%20Informtion.pdf} + url = {https://core.ac.uk/download/pdf/11134866.pdf} } @article{HTF01, author = {Trevor, Hastie and Robert, Tibshirani and Jerome, Friedman}, @@ -520,7 +658,7 @@ journal = {New York: Springer-Verlag}, volume = {1}, number = {8}, - url = {http://www.stat.auckland.ac.nz/~yee/784/files/ch09AdditiveModelsTrees.pdf} + url = {https://web.archive.org/web/20200918132934/http://www.stat.auckland.ac.nz/~yee/784/files/ch09AdditiveModelsTrees.pdf} } @article{Hartley99, author = {Hartley, Richard I}, @@ -531,7 +669,7 @@ volume = {35}, number = {2}, publisher = {Springer}, - url = {http://www.cs.ait.ac.th/~mdailey/cvreadings/Hartley-Rectify.pdf} + url = {http://dev.ipol.im/~morel/Dossier_MVA_2011_Cours_Transparents_Documents/2011_Cours7_Document3_hartley.pdf} } @book{HartleyZ00, author = {Hartley, Richard and Zisserman, Andrew}, @@ -552,7 +690,7 @@ issn = {0278-3649}, pages = {195--210}, numpages = {16}, - url = {http://dx.doi.org/10.1177/027836499501400301}, + url = {https://arxiv.org/abs/2311.12655}, doi = {10.1177/027836499501400301}, acmid = {208622}, publisher = {Sage Publications, Inc.}, @@ -575,7 +713,14 @@ journal = {Information Theory, IRE Transactions on}, volume = {8}, number = {2}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.cs.utexas.edu/~grauman/courses/spring2011/psets/pset5/huMoments.pdf} +} +@book{jahne2000computer, + title = {Computer vision and applications: a guide for students and practitioners}, + author = {Jahne, Bernd}, + year = {2000}, + publisher = {Elsevier} } @article{Javier2012, author = {S{\'a}nchez P{\'e}rez, Javier and Meinhardt-Llopis, Enric and Facciolo, Gabriele}, @@ -583,15 +728,24 @@ year = {2012}, url = {http://www.ipol.im/pub/art/2013/26/article_lr.pdf} } -@article{KleeLaskowski85, - author = {Klee, Victor and Laskowski, Michael C}, - title = {Finding the smallest triangles containing a given convex polygon}, - year = {1985}, - pages = {359--375}, - journal = {Journal of Algorithms}, - volume = {6}, - number = {3}, - publisher = {Elsevier} +@article{Kannala2006, + author = {Kannala, Juho and Brandt, Sami}, + year = {2006}, + month = {09}, + pages = {1335-40}, + title = {A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses}, + volume = {28}, + journal = {IEEE transactions on pattern analysis and machine intelligence}, + doi = {10.1109/TPAMI.2006.153}, + url = {https://www.researchgate.net/publication/6899685_A_Generic_Camera_Model_and_Calibration_Method_for_Conventional_Wide-Angle_and_Fish-Eye_Lenses} +} +@inproceedings{Ke17, + author = {Ke, Tong and Roumeliotis, Stergios}, + title = {An Efficient Algebraic Solution to the Perspective-Three-Point Problem}, + booktitle = {Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on}, + year = {2017}, + publisher = {IEEE}, + url = {https://arxiv.org/abs/1701.08237} } @article{Kirkpatrick83, author = {Kirkpatrick, S. and Gelatt, C. D. Jr and Vecchi, M. P.}, @@ -604,23 +758,35 @@ publisher = {American Association for the Advancement of Science}, url = {http://sci2s.ugr.es/sites/default/files/files/Teaching/GraduatesCourses/Metaheuristicas/Bibliography/1983-Science-Kirkpatrick-sim_anneal.pdf} } +@article{KleeLaskowski85, + author = {Klee, Victor and Laskowski, Michael C}, + title = {Finding the smallest triangles containing a given convex polygon}, + year = {1985}, + pages = {359--375}, + journal = {Journal of Algorithms}, + volume = {6}, + number = {3}, + publisher = {Elsevier} +} @inproceedings{Kolmogorov03, author = {Kim, Junhwan and Kolmogorov, Vladimir and Zabih, Ramin}, title = {Visual correspondence using energy minimization and mutual information}, booktitle = {Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on}, year = {2003}, pages = {1033--1040}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.cs.cornell.edu/~rdz/Papers/KKZ-ICCV03.pdf} } -@article{YM11, - author = {Yu, Guoshen and Morel, Jean-Michel}, - title = {ASIFT: An Algorithm for Fully Affine Invariant Comparison}, - year = {2011}, - pages = {11--38}, - journal = {Image Processing On Line}, - volume = {1}, - doi = {10.5201/ipol.2011.my-asift}, - url = {http://www.ipol.im/pub/algo/my_affine_sift/} +@inproceedings{Kwatra03, + author = {Kwatra, Vivek and Sch{\"o}dl, Arno and Essa, Irfan and Turk, Greg and Bobick, Aaron}, + title = {Graphcut textures: image and video synthesis using graph cuts}, + booktitle = {ACM Transactions on Graphics (ToG)}, + year = {2003}, + pages = {277--286}, + volume = {22}, + number = {3}, + publisher = {ACM}, + url = {https://dl.acm.org/doi/pdf/10.1145/882262.882264} } @inproceedings{LCS11, author = {Leutenegger, Stefan and Chli, Margarita and Siegwart, Roland Yves}, @@ -628,7 +794,54 @@ booktitle = {Computer Vision (ICCV), 2011 IEEE International Conference on}, year = {2011}, pages = {2548--2555}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/43288/eth-7684-01.pdf} +} +@article{Li2010SimultaneousRA, + title = {Simultaneous robot-world and hand-eye calibration using dual-quaternions and Kronecker product}, + author = {Aiguo Li and Lin Wang and Defeng Wu}, + journal = {International Journal of Physical Sciences}, + year = {2010}, + volume = {5}, + pages = {1530-1536}, + url = {https://academicjournals.org/article/article1380809659_Li%20et%20al.pdf} +} +@incollection{Liao2007, + title = {Learning multi-scale block local binary patterns for face recognition}, + author = {Liao, Shengcai and Zhu, Xiangxin and Lei, Zhen and Zhang, Lun and Li, Stan Z}, + booktitle = {Advances in Biometrics}, + pages = {828--837}, + year = {2007}, + publisher = {Springer}, + url = {https://www.researchgate.net/publication/225231394_Learning_Multi-scale_Block_Local_Binary_Patterns_for_Face_Recognition} +} +@inproceedings{liao2020real, + author = {Liao, Minghui and Wan, Zhaoyi and Yao, Cong and Chen, Kai and Bai, Xiang}, + title = {Real-time Scene Text Detection with Differentiable Binarization}, + booktitle = {Proc. AAAI}, + year = {2020}, + url = {https://arxiv.org/abs/1911.08947} +} +@article{LibSVM, + author = {Chang, Chih-Chung and Lin, Chih-Jen}, + title = {LIBSVM: a library for support vector machines}, + year = {2011}, + pages = {27}, + journal = {ACM Transactions on Intelligent Systems and Technology (TIST)}, + volume = {2}, + number = {3}, + publisher = {ACM}, + url = {https://www.csie.ntu.edu.tw/~cjlin/papers/libsvm.pdf} +} +@inproceedings{Lienhart02, + author = {Lienhart, Rainer and Maydt, Jochen}, + title = {An extended set of haar-like features for rapid object detection}, + booktitle = {Image Processing. 2002. Proceedings. 2002 International Conference on}, + year = {2002}, + pages = {I--900}, + volume = {1}, + publisher = {IEEE}, + url = {https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/deliver/index/docId/67686/file/67686.pdf} } @article{Louhichi07, author = {Louhichi, H. and Fournel, T. and Lavest, J. M. and Ben Aissia, H.}, @@ -640,32 +853,14 @@ number = {8}, publisher = {IOP Publishing Ltd} } -@article{Li2010SimultaneousRA, - title = {Simultaneous robot-world and hand-eye calibration using dual-quaternions and Kronecker product}, - author = {Aiguo Li and Lin Wang and Defeng Wu}, - journal = {International Journal of Physical Sciences}, - year = {2010}, - volume = {5}, - pages = {1530-1536} -} -@article{LibSVM, - author = {Chang, Chih-Chung and Lin, Chih-Jen}, - title = {LIBSVM: a library for support vector machines}, - year = {2011}, - pages = {27}, - journal = {ACM Transactions on Intelligent Systems and Technology (TIST)}, - volume = {2}, - number = {3}, - publisher = {ACM} -} -@inproceedings{Lienhart02, - author = {Lienhart, Rainer and Maydt, Jochen}, - title = {An extended set of haar-like features for rapid object detection}, - booktitle = {Image Processing. 2002. Proceedings. 2002 International Conference on}, - year = {2002}, - pages = {I--900}, - volume = {1}, - publisher = {IEEE} +@article{LowIlie2003, + author = {Kok-Lim Low, Adrian Ilie}, + year = {2003}, + pages = {3-15}, + title = {View Frustum Optimization to Maximize Object's Image Area}, + journal = {Journal of Graphics, (GPU, & Game) Tools (JGT)}, + volume = {8}, + url = {https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=1fbd43f3827fffeb76641a9c5ab5b625eb5a75ba} } @article{Lowe04, author = {Lowe, David G.}, @@ -679,7 +874,7 @@ issn = {0920-5691}, pages = {91--110}, numpages = {20}, - url = {https://doi.org/10.1023/B:VISI.0000029664.99615.94}, + url = {https://www.cs.ubc.ca/~lowe/papers/ijcv04.pdf}, doi = {10.1023/B:VISI.0000029664.99615.94}, acmid = {996342}, publisher = {Kluwer Academic Publishers}, @@ -693,7 +888,8 @@ booktitle = {IJCAI}, year = {1981}, pages = {674--679}, - volume = {81} + volume = {81}, + url = {https://hal.science/hal-03697340v1} } @misc{MA13, author = {Mordvintsev, Alexander}, @@ -707,13 +903,31 @@ pages = {60}, publisher = {Informatics and Mathematical Modelling, Technical University of Denmark, {DTU}}, address = {Richard Petersens Plads, Building 321, {DK-}2800 Kgs. Lyngby}, - url = {http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/3215/pdf/imm3215.pdf} + url = {https://www2.imm.dtu.dk/pubdb/edoc/imm3215.pdf} +} +@article{Matas2005RandomizedRW, + title = {Randomized RANSAC with sequential probability ratio test}, + author = {Matas, Jiri and Chum, Ondrej}, + journal = {Tenth IEEE International Conference on Computer Vision (ICCV) Volume 1}, + year = {2005}, + volume = {2}, + pages = {1727-1732 Vol. 2}, + url = {https://cmp.felk.cvut.cz/~matas/papers/chum-waldsac-iccv05.pdf} } @article{MHT2011, author = {Getreuer, Pascal}, title = {Malvar-He-Cutler Linear Image Demosaicking}, year = {2011}, - journal = {Image Processing on Line} + journal = {Image Processing on Line}, + url = {https://www.ipol.im/pub/art/2011/g_mhcd/} +} +@article{mitchell2005logistic, + author = {Mitchell, Tom M}, + title = {Logistic Regression}, + year = {2005}, + pages = {701}, + journal = {Machine learning}, + volume = {10} } @inproceedings{MK07, author = {Mertens, Tom and Kautz, Jan and Van Reeth, Frank}, @@ -721,7 +935,8 @@ booktitle = {Computer Graphics and Applications, 2007. PG'07. 15th Pacific Conference on}, year = {2007}, pages = {382--390}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://web.stanford.edu/class/cs231m/project-1/exposure-fusion.pdf} } @article{MM06, author = {Mantiuk, Rafal and Myszkowski, Karol and Seidel, Hans-Peter}, @@ -731,7 +946,8 @@ journal = {ACM Transactions on Applied Perception (TAP)}, volume = {3}, number = {3}, - publisher = {ACM} + publisher = {ACM}, + url = {https://www.cl.cam.ac.uk/~rkm38/pdfs/mantiuk06pfcphdri.pdf} } @incollection{MOG2001, author = {KaewTraKulPong, Pakorn and Bowden, Richard}, @@ -739,7 +955,8 @@ booktitle = {Video-Based Surveillance Systems}, year = {2002}, pages = {135--144}, - publisher = {Springer} + publisher = {Springer}, + url = {https://www.researchgate.net/profile/Richard-Bowden/publication/2557021_An_Improved_Adaptive_Background_Mixture_Model_for_Realtime_Tracking_with_Shadow_Detection/links/004635190bf9105d52000000/An-Improved-Adaptive-Background-Mixture-Model-for-Realtime-Tracking-with-Shadow-Detection.pdf} } @book{Ma:2003:IVI, author = {Ma, Yi and Soatto, Stefano and Kosecka, Jana and Sastry, S. Shankar}, @@ -793,7 +1010,8 @@ booktitle = {Image Processing and its Applications, 1992., International Conference on}, year = {1992}, pages = {303--306}, - publisher = {IET} + publisher = {IET}, + url = {https://www.researchgate.net/publication/279958069_Color_Image_Segmentation} } @incollection{Mitzel09, author = {Mitzel, Dennis and Pock, Thomas and Schoenemann, Thomas and Cremers, Daniel}, @@ -801,9 +1019,10 @@ booktitle = {Pattern Recognition}, year = {2009}, pages = {432--441}, - publisher = {Springer} + publisher = {Springer}, + url = {https://cvai.cit.tum.de/_media/spezial/bib/mitzel_et_al_dagm09.pdf} } -@INPROCEEDINGS{Mortensen95intelligentscissors, +@inproceedings{Mortensen95intelligentscissors, author = {Eric N. Mortensen and William A. Barrett}, title = {Intelligent Scissors for Image Composition}, booktitle = {In Computer Graphics, SIGGRAPH Proceedings}, @@ -815,7 +1034,15 @@ title = {Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration}, booktitle = {VISAPP (1)}, year = {2009}, - pages = {331--340} + pages = {331--340}, + url = {https://www.cs.ubc.ca/research/flann/uploads/FLANN/flann_visapp09.pdf} +} +@inproceedings{MyattNAPSAC, + author = {Myatt, D. and Torr, Philip and Nasuto, Slawomir and Bishop, John and Craddock, R.}, + year = {2002}, + booktitle = {Proceedings of the British Machine Vision Conference (BMVC)}, + title = {NAPSAC: High Noise, High Dimensional Robust Estimation - it's in the Bag}, + url = {https://bmva-archive.org.uk/bmvc/2002/papers/164/full_164.pdf} } @article{Nister03, author = {Nist{\'e}r, David}, @@ -825,7 +1052,17 @@ journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, volume = {26}, number = {6}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www-users.cse.umn.edu/~hspark/CSci5980/nister.pdf} +} +@incollection{nister2008linear, + title = {Linear time maximally stable extremal regions}, + author = {Nist{\'e}r, David and Stew{\'e}nius, Henrik}, + booktitle = {Computer Vision--ECCV 2008}, + pages = {183--196}, + year = {2008}, + publisher = {Springer}, + url = {https://link.springer.com/content/pdf/10.1007/978-3-540-88688-4_14.pdf} } @article{OF06, author = {Matsushita, Yasuyuki and Ofek, Eyal and Ge, Weina and Tang, Xiaoou and Shum, Heung-Yeung}, @@ -835,7 +1072,8 @@ journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, volume = {28}, number = {7}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://mmlab.ie.cuhk.edu.hk/archive/2006/01634345.pdf} } @article{ORourke86, author = {O'Rourke, Joseph and Aggarwal, Alok and Maddila, Sanjeev and Baldwin, Michael}, @@ -845,7 +1083,8 @@ journal = {Journal of Algorithms}, volume = {7}, number = {2}, - publisher = {Elsevier} + publisher = {Elsevier}, + url = {https://prografix.narod.ru/source/orourke1986.pdf} } @article{Park94, author = {F. C. Park and B. J. Martin}, @@ -857,7 +1096,8 @@ number = {5}, pages = {717-721}, doi = {10.1109/70.326576}, - issn = {1042-296X} + issn = {1042-296X}, + url = {https://drive.google.com/file/d/1t1uoki3_qOXHMmWq5ixqQcALlEIJzTMh/view} } @inproceedings{PM03, author = {P{\'e}rez, Patrick and Gangnet, Michel and Blake, Andrew}, @@ -867,7 +1107,8 @@ pages = {313--318}, volume = {22}, number = {3}, - publisher = {ACM} + publisher = {ACM}, + url = {https://www.cs.jhu.edu/~misha/Fall07/Papers/Perez03.pdf} } @inproceedings{Puzicha1997, author = {Puzicha, Jan and Hofmann, Thomas and Buhmann, Joachim M}, @@ -875,7 +1116,8 @@ booktitle = {Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on}, year = {1997}, pages = {267--272}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://static.aminer.org/pdf/PDF/000/128/789/non_parametric_similarity_measures_for_unsupervised_texture_segmentation_and_image.pdf} } @inproceedings{RB99, author = {Robertson, Mark A and Borman, Sean and Stevenson, Robert L}, @@ -884,7 +1126,8 @@ year = {1999}, pages = {159--163}, volume = {3}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.seanborman.com/publications/icip99a.pdf} } @article{RD05, author = {Reinhard, Erik and Devlin, Kate}, @@ -894,7 +1137,8 @@ journal = {Visualization and Computer Graphics, IEEE Transactions on}, volume = {11}, number = {1}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://pages.cs.wisc.edu/~lizhang/courses/cs766-2012f/projects/hdr/Reinhard2005DRR.pdf} } @inproceedings{RPROP93, author = {Riedmiller, Martin and Braun, Heinrich}, @@ -902,7 +1146,8 @@ booktitle = {Neural Networks, 1993., IEEE International Conference on}, year = {1993}, pages = {586--591}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.cs.cmu.edu/~bhiksha/courses/deeplearning/Fall.2016/pdfs/Rprop.pdf} } @inproceedings{RRKB11, author = {Rublee, Ethan and Rabaud, Vincent and Konolige, Kurt and Bradski, Gary}, @@ -910,13 +1155,15 @@ booktitle = {Computer Vision (ICCV), 2011 IEEE International Conference on}, year = {2011}, pages = {2564--2571}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.researchgate.net/publication/221111151_ORB_an_efficient_alternative_to_SIFT_or_SURF} } @techreport{RS04, author = {Szeliski, R}, title = {Image alignment and stitching: a tutorial, Microsoft Corporation, Redmond, WA}, year = {2004}, - institution = {MSR-TR-2004-92} + institution = {MSR-TR-2004-92}, + url = {https://szeliski.org/papers/Szeliski_ImageAlignmentTutorial_FnT06.pdf} } @book{RS10, author = {Szeliski, Richard}, @@ -926,9 +1173,13 @@ url = {https://szeliski.org/Book/} } @article{Rafael12, - author = {von Gioi, Rafael Grompone and Jakubowicz, J{\'e}r{\'e}mie and Morel, Jean-Michel and Randall, Gregory}, - title = {LSD: a line segment detector}, - year = {2012} + title = {{LSD: a Line Segment Detector}}, + author = {Grompone von Gioi, Rafael and Jakubowicz, Jérémie and Morel, Jean-Michel and Randall, Gregory}, + journal = {{Image Processing On Line}}, + volume = {2}, + pages = {35--55}, + year = {2012}, + url = {https://doi.org/10.5201/ipol.2012.gjmr-lsd} } @incollection{Rosten06, author = {Rosten, Edward and Drummond, Tom}, @@ -936,7 +1187,8 @@ booktitle = {Computer Vision--ECCV 2006}, year = {2006}, pages = {430--443}, - publisher = {Springer} + publisher = {Springer}, + url = {https://link.springer.com/content/pdf/10.1007/11744023_34.pdf} } @inproceedings{mair2010_agast, title = {Adaptive and Generic Corner Detection Based on the Accelerated Segment Test}, @@ -944,7 +1196,7 @@ year = {2010}, month = sep, booktitle = {European Conference on Computer Vision (ECCV'10)}, - url = {http://www6.in.tum.de/Main/ResearchAgast}, + url = {https://web.archive.org/web/20170822001934/http://www6.in.tum.de/Main/Publications/Mair2010c.pdf}, month_numeric = {9} } @article{Rubner2000, @@ -955,11 +1207,12 @@ journal = {International Journal of Computer Vision}, volume = {40}, number = {2}, - publisher = {Springer} + publisher = {Springer}, + url = {https://www.cs.cmu.edu/~efros/courses/LBMV07/Papers/rubner-jcviu-00.pdf} } @article{RubnerSept98, author = {Rubner, Yossi and Tomasi, Carlo and Guibas, Leonidas J}, - title = {The Earth Mover''s Distance as a Metric for Image Retrieval}, + title = {The Earth Mover's Distance as a Metric for Image Retrieval}, year = {1998}, publisher = {Stanford University} } @@ -971,7 +1224,8 @@ journal = {International Journal of Computer Vision}, volume = {36}, number = {2}, - publisher = {Springer} + publisher = {Springer}, + url = {https://courses.cs.washington.edu/courses/cse455/09wi/tr-97-23.pdf} } @article{Shah2013SolvingTR, title = {Solving the Robot-World/Hand-Eye Calibration Problem Using the Kronecker Product}, @@ -979,7 +1233,8 @@ journal = {Journal of Mechanisms and Robotics}, year = {2013}, volume = {5}, - pages = {031007} + pages = {031007}, + url = {https://www.researchgate.net/publication/275087810_Solving_the_Robot-WorldHand-Eye_Calibration_Problem_Using_the_Kronecker_Product} } @inproceedings{Shi94, author = {Shi, Jianbo and Tomasi, Carlo}, @@ -987,7 +1242,19 @@ booktitle = {Computer Vision and Pattern Recognition, 1994. Proceedings CVPR'94., 1994 IEEE Computer Society Conference on}, year = {1994}, pages = {593--600}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://users.cs.duke.edu/~tomasi/papers/shi/TR_93-1399_Cornell.pdf} +} +@article{shi2016end, + title = {An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition}, + author = {Shi, Baoguang and Bai, Xiang and Yao, Cong}, + journal = {IEEE transactions on pattern analysis and machine intelligence}, + volume = {39}, + number = {11}, + pages = {2298--2304}, + year = {2016}, + publisher = {IEEE}, + url = {https://arxiv.org/abs/1507.05717} } @article{Sklansky82, author = {Sklansky, Jack}, @@ -997,7 +1264,8 @@ journal = {Pattern Recognition Letters}, volume = {1}, number = {2}, - publisher = {Elsevier} + publisher = {Elsevier}, + url = {http://i.stanford.edu/pub/cstr/reports/cs/tr/81/887/CS-TR-81-887.pdf} } @article{Slabaugh, author = {Slabaugh, Gregory G}, @@ -1005,19 +1273,31 @@ year = {1999}, pages = {2000}, journal = {Retrieved on August}, - volume = {6} + volume = {6}, + url = {https://eecs.qmul.ac.uk/~gslabaugh/publications/euler.pdf} } @article{Sol2018AML, title = {A micro Lie theory for state estimation in robotics}, author = {Joan Sol{\`a} and J{\'e}r{\'e}mie Deray and Dinesh Atchuthan}, journal = {ArXiv}, year = {2018}, - volume={abs/1812.01537} + volume={abs/1812.01537}, + url = {https://arxiv.org/abs/1812.01537} } @misc{SteweniusCFS, author = {Stewenius, Henrik}, title = {Calibrated Fivepoint solver}, - url = {http://www.vis.uky.edu/~stewe/FIVEPOINT/} + url = {https://web.archive.org/web/20170313091048/http://vis.uky.edu/~stewe/FIVEPOINT/} +} +@article{SteweniusRecent, + author = {Stewenius, Henrik and Engels, Christopher and Nister, David}, + year = {2006}, + month = {06}, + pages = {284-294}, + title = {Recent developments on direct relative orientation}, + volume = {60}, + journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, + url = {https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=514fa8d4981cc2b2aecfc02e0e3a8f4be717bcd7} } @article{Suzuki85, author = {Suzuki, Satoshi and others}, @@ -1027,7 +1307,22 @@ journal = {Computer Vision, Graphics, and Image Processing}, volume = {30}, number = {1}, - publisher = {Elsevier} + publisher = {Elsevier}, + url = {https://web.archive.org/web/20231213161741/https://www.nevis.columbia.edu/~vgenty/public/suzuki_et_al.pdf} +} +@article{taubin1991, + abstract = {The author addresses the problem of parametric representation and estimation of complex planar curves in 2-D surfaces in 3-D, and nonplanar space curves in 3-D. Curves and surfaces can be defined either parametrically or implicitly, with the latter representation used here. A planar curve is the set of zeros of a smooth function of two variables x-y, a surface is the set of zeros of a smooth function of three variables x-y-z, and a space curve is the intersection of two surfaces, which are the set of zeros of two linearly independent smooth functions of three variables x-y-z For example, the surface of a complex object in 3-D can be represented as a subset of a single implicit surface, with similar results for planar and space curves. It is shown how this unified representation can be used for object recognition, object position estimation, and segmentation of objects into meaningful subobjects, that is, the detection of `interest regions' that are more complex than high curvature regions and, hence, more useful as features for object recognition}, + author = {Taubin, Gabriel}, + doi = {10.1109/34.103273}, + isbn = {0162-8828}, + issn = {01628828}, + journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, + number = {11}, + pages = {1115--1138}, + title = {Estimation of planar curves, surfaces, and nonplanar space curves defined by implicit equations with applications to edge and range image segmentation}, + volume = {13}, + year = {1991}, + url = {http://mesh.brown.edu/taubin/pdfs/taubin-pami91.pdf} } @article{TehChin89, author = {Teh, C-H and Chin, Roland T.}, @@ -1037,7 +1332,8 @@ journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, volume = {11}, number = {8}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.researchgate.net/publication/3191687_On_the_detection_of_dominant_points_on_digital_curve} } @article{Telea04, author = {Telea, Alexandru}, @@ -1047,7 +1343,8 @@ journal = {Journal of graphics tools}, volume = {9}, number = {1}, - publisher = {Taylor \& Francis} + publisher = {Taylor \& Francis}, + url = {https://www.olivier-augereau.com/docs/2004JGraphToolsTelea.pdf} } @article{Tsai89, author = {R. Y. Tsai and R. K. Lenz}, @@ -1059,7 +1356,8 @@ number = {3}, pages = {345-358}, doi = {10.1109/70.34770}, - issn = {1042-296X} + issn = {1042-296X}, + url = {https://kmlee.gatech.edu/me6406/handeye.pdf} } @inproceedings{UES01, author = {Uyttendaele, Matthew and Eden, Ashley and Skeliski, R}, @@ -1068,22 +1366,42 @@ year = {2001}, pages = {II--509}, volume = {2}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.cs.jhu.edu/~misha/ReadingSeminar/Papers/Uyttendaele01.pdf} +} +@article{umeyama1991least, + title = {Least-squares estimation of transformation parameters between two point patterns}, + author = {Umeyama, Shinji}, + journal = {IEEE Computer Architecture Letters}, + volume = {13}, + number = {04}, + pages = {376--380}, + year = {1991}, + publisher = {IEEE Computer Society}, + url = {https://graphics.stanford.edu/courses/cs164-09-spring/Handouts/paper_Umeyama.pdf} +} +@inproceedings{vacavant2013benchmark, + title = {A benchmark dataset for outdoor foreground/background extraction}, + author = {Vacavant, Antoine and Chateau, Thierry and Wilhelm, Alexis and Lequi{\`e}vre, Laurent}, + booktitle = {Computer Vision-ACCV 2012 Workshops}, + pages = {291--300}, + year = {2013}, + publisher = {Springer}, + url = {https://www.researchgate.net/publication/236672430_A_Benchmark_Dataset_for_Outdoor_ForegroundBackground_Extraction} +} +@inproceedings{van1995estimators, + title = {Estimators for orientation and anisotropy in digitized images}, + author = {Van Vliet, Lucas J and Verbeek, Piet W}, + booktitle = {ASCI}, + volume = {95}, + pages = {16--18}, + year = {1995}, + url = {https://www.researchgate.net/publication/27343879_Estimators_for_Orientation_and_Anisotropy_in_Digitized_Images} } @misc{VandLec, author = {Vandenberghe, Lieven}, title = {QR Factorization}, - url = {http://www.seas.ucla.edu/~vandenbe/133A/lectures/qr.pdf} -} -@inproceedings{V03, - author = {Kwatra, Vivek and Sch{\"o}dl, Arno and Essa, Irfan and Turk, Greg and Bobick, Aaron}, - title = {Graphcut textures: image and video synthesis using graph cuts}, - booktitle = {ACM Transactions on Graphics (ToG)}, - year = {2003}, - pages = {277--286}, - volume = {22}, - number = {3}, - publisher = {ACM} + url = {https://www.seas.ucla.edu/~vandenbe/133A/lectures/qr.pdf} } @inproceedings{Viola01, author = {Viola, Paul and Jones, Michael J.}, @@ -1092,7 +1410,8 @@ year = {2001}, pages = {I--511}, volume = {1}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.researchgate.net/publication/3940582_Rapid_Object_Detection_using_a_Boosted_Cascade_of_Simple_Features} } @article{Viola04, author = {Viola, Paul and Jones, Michael J.}, @@ -1102,7 +1421,22 @@ volume = {57}, number = {2}, pages = {137--154}, - publisher = {Kluwer Academic Publishers} + publisher = {Kluwer Academic Publishers}, + url = {https://www.face-rec.org/algorithms/Boosting-Ensemble/16981346.pdf} +} +@inproceedings{wang2016iros, + author = {John Wang and Edwin Olson}, + title = {{AprilTag} 2: Efficient and robust fiducial detection}, + booktitle = {Proceedings of the {IEEE/RSJ} International Conference on Intelligent Robots and Systems {(IROS)}}, + year = {2016}, + month = {October}, + url = {https://april.eecs.umich.edu/pdfs/wang2016iros.pdf} +} +@misc{Welch95, + author = {Welch, Greg and Bishop, Gary}, + title = {An introduction to the Kalman filter}, + year = {1995}, + url = {https://www.cs.unc.edu/~welch/media/pdf/kalman_intro.pdf} } @inproceedings{WJ10, author = {Xu, Wei and Mulligan, Jane}, @@ -1110,12 +1444,20 @@ booktitle = {Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on}, year = {2010}, pages = {263--270}, - publisher = {IEEE} + publisher = {IEEE}, + url = {https://www.researchgate.net/publication/221364690_Performance_Evaluation_of_Color_Correction_Approaches_for_Automatic_Multi-view_Image_and_Video_Stitching} } -@misc{Welch95, - author = {Welch, Greg and Bishop, Gary}, - title = {An introduction to the Kalman filter}, - year = {1995} +@Article{Wu2009, + author = {Wu, Kesheng and Otoo, Ekow and Suzuki, Kenji}, + title = {Optimizing two-pass connected-component labeling algorithms}, + journal = {Pattern Analysis and Applications}, + year = {2009}, + month = {Jun}, + day = {01}, + volume = {12}, + number = {2}, + pages = {117-135}, + url = {https://sdm.lbl.gov/~kewu/ps/paa-final.pdf} } @inproceedings{Yang2010, author = {Yang, Qingxiong and Wang, Liang and Ahuja, Narendra}, @@ -1123,156 +1465,8 @@ booktitle = {Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on}, year = {2010}, pages = {1458--1465}, - publisher = {IEEE} -} -@article{Yuen90, - author = {Yuen, HK and Princen, John and Illingworth, John and Kittler, Josef}, - title = {Comparative study of Hough transform methods for circle finding}, - year = {1990}, - pages = {71--77}, - journal = {Image and Vision Computing}, - volume = {8}, - number = {1}, - publisher = {Elsevier} -} -@incollection{Zach2007, - author = {Zach, Christopher and Pock, Thomas and Bischof, Horst}, - title = {A duality based approach for realtime TV-L 1 optical flow}, - booktitle = {Pattern Recognition}, - year = {2007}, - pages = {214--223}, - publisher = {Springer} -} -@article{Zhang2000, - author = {Zhang, Zhengyou}, - title = {A flexible new technique for camera calibration}, - year = {2000}, - pages = {1330--1334}, - journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, - volume = {22}, - number = {11}, - publisher = {IEEE} -} -@inproceedings{Zivkovic2004, - author = {Zivkovic, Zoran}, - title = {Improved adaptive Gaussian mixture model for background subtraction}, - booktitle = {Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on}, - year = {2004}, - pages = {28--31}, - volume = {2}, - publisher = {IEEE} -} -@article{Zivkovic2006, - author = {Zivkovic, Zoran and van der Heijden, Ferdinand}, - title = {Efficient adaptive density estimation per image pixel for the task of background subtraction}, - year = {2006}, - pages = {773--780}, - journal = {Pattern recognition letters}, - volume = {27}, - number = {7}, - publisher = {Elsevier} -} -@inproceedings{arthur_kmeanspp_2007, - author = {Arthur, David and Vassilvitskii, Sergei}, - title = {k-means++: The advantages of careful seeding}, - booktitle = {Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms}, - year = {2007}, - pages = {1027--1035}, - publisher = {Society for Industrial and Applied Mathematics} -} -@article{mitchell2005logistic, - author = {Mitchell, Tom M}, - title = {Logistic Regression}, - year = {2005}, - pages = {701}, - journal = {Machine learning}, - volume = {10} -} -@inproceedings{vacavant2013benchmark, - title = {A benchmark dataset for outdoor foreground/background extraction}, - author = {Vacavant, Antoine and Chateau, Thierry and Wilhelm, Alexis and Lequi{\`e}vre, Laurent}, - booktitle = {Computer Vision-ACCV 2012 Workshops}, - pages = {291--300}, - year = {2013}, - publisher = {Springer} -} -@incollection{Liao2007, - title = {Learning multi-scale block local binary patterns for face recognition}, - author = {Liao, Shengcai and Zhu, Xiangxin and Lei, Zhen and Zhang, Lun and Li, Stan Z}, - booktitle = {Advances in Biometrics}, - pages = {828--837}, - year = {2007}, - publisher = {Springer} -} -@incollection{nister2008linear, - title = {Linear time maximally stable extremal regions}, - author = {Nist{\'e}r, David and Stew{\'e}nius, Henrik}, - booktitle = {Computer Vision--ECCV 2008}, - pages = {183--196}, - year = {2008}, - publisher = {Springer} -} -@inproceedings{forssen2007maximally, - title = {Maximally stable colour regions for recognition and matching}, - author = {Forss{\'e}n, Per-Erik}, - booktitle = {Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on}, - pages = {1--8}, - year = {2007}, - publisher = {IEEE} -} -@incollection{bottou2010large, - title = {Large-scale machine learning with stochastic gradient descent}, - author = {Bottou, L{\'e}on}, - booktitle = {Proceedings of COMPSTAT'2010}, - pages = {177--186}, - year = {2010}, - publisher = {Springer} -} -@inproceedings{Ke17, - author = {Ke, Tong and Roumeliotis, Stergios}, - title = {An Efficient Algebraic Solution to the Perspective-Three-Point Problem}, - booktitle = {Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on}, - year = {2017}, - publisher = {IEEE} -} -@article{gonzalez, - title = {Digital Image Fundamentals, Digital Imaging Processing}, - author = {Gonzalez, Rafael C and others}, - year = {1987}, - publisher = {Addison Wesley Publishing Company} -} -@article{gruzman, - title = {Цифровая обработка изображений в информационных системах}, - author = {Грузман, И.С. and Киричук, В.С. and Косых, В.П. and Перетягин, Г.И. and Спектор, А.А.}, - year = {2000}, - publisher = {Изд-во НГТУ Новосибирск} -} -@inproceedings{duda2018, - title = {Accurate Detection and Localization of Checkerboard Corners for Calibration}, - year = {2018}, - booktitle = {29th British Machine Vision Conference. British Machine Vision Conference (BMVC-29), September 3-6, Newcastle, United Kingdom}, - publisher = {BMVA Press}, - author = {Duda, Alexander and Frese, Udo} -} -@book{jahne2000computer, - title = {Computer vision and applications: a guide for students and practitioners}, - author = {Jahne, Bernd}, - year = {2000}, - publisher = {Elsevier} -} -@book{bigun2006vision, - title = {Vision with direction}, - author = {Bigun, Josef}, - year = {2006}, - publisher = {Springer} -} -@inproceedings{van1995estimators, - title = {Estimators for orientation and anisotropy in digitized images}, - author = {Van Vliet, Lucas J and Verbeek, Piet W}, - booktitle = {ASCI}, - volume = {95}, - pages = {16--18}, - year = {1995} + publisher = {IEEE}, + url = {https://vision.ai.illinois.edu/html-files-to-import/publications/yang_cvpr10a.pdf} } @article{yang1996structure, title = {Structure adaptive anisotropic image filtering}, @@ -1284,186 +1478,78 @@ year = {1996}, publisher = {Elsevier} } -@Article{Wu2009, - author={Wu, Kesheng - and Otoo, Ekow - and Suzuki, Kenji}, - title={Optimizing two-pass connected-component labeling algorithms}, - journal={Pattern Analysis and Applications}, - year={2009}, - month={Jun}, - day={01}, - volume={12}, - number={2}, - pages={117-135}, +@article{YM11, + author = {Yu, Guoshen and Morel, Jean-Michel}, + title = {ASIFT: An Algorithm for Fully Affine Invariant Comparison}, + year = {2011}, + pages = {11--38}, + journal = {Image Processing On Line}, + volume = {1}, + doi = {10.5201/ipol.2011.my-asift}, + url = {http://www.ipol.im/pub/algo/my_affine_sift/} } -@inproceedings{Zuliani2014RANSACFD, - title={RANSAC for Dummies With examples using the RANSAC toolbox for Matlab \& Octave and more...}, - author={Marco Zuliani}, - year={2014}, - url = {http://www.marcozuliani.com/docs/RANSAC4Dummies.pdf} +@article{Yuen90, + author = {Yuen, HK and Princen, John and Illingworth, John and Kittler, Josef}, + title = {Comparative study of Hough transform methods for circle finding}, + year = {1990}, + pages = {71--77}, + journal = {Image and Vision Computing}, + volume = {8}, + number = {1}, + publisher = {Elsevier}, + url = {https://typeset.io/pdf/a-comparative-study-of-hough-transform-methods-for-circle-2mzwteha3d.pdf} } -@inproceedings{forstner1987fast, - title={A fast operator for detection and precise location of distincs points, corners and center of circular features}, - author={FORSTNER, W}, - booktitle={Proc. of the Intercommission Conference on Fast Processing of Photogrammetric Data, Interlaken, Switzerland, 1987}, - pages={281--305}, - year={1987} +@incollection{Zach2007, + author = {Zach, Christopher and Pock, Thomas and Bischof, Horst}, + title = {A duality based approach for realtime TV-L 1 optical flow}, + booktitle = {Pattern Recognition}, + year = {2007}, + pages = {214--223}, + publisher = {Springer}, + url = {https://www.researchgate.net/publication/248964741_A_Duality_Based_Approach_for_Realtime_TV-L1_Optical_Flow} } -@article{Bolelli2021, - title={One DAG to Rule Them All}, - author={Bolelli, Federico and Allegretti, Stefano and Grana, Costantino}, - journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, - year={2021}, - publisher={IEEE}, - doi = {10.1109/TPAMI.2021.3055337} -} -@inproceedings{liao2020real, - author={Liao, Minghui and Wan, Zhaoyi and Yao, Cong and Chen, Kai and Bai, Xiang}, - title={Real-time Scene Text Detection with Differentiable Binarization}, - booktitle={Proc. AAAI}, - year={2020} -} -@article{shi2016end, - title={An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition}, - author={Shi, Baoguang and Bai, Xiang and Yao, Cong}, - journal={IEEE transactions on pattern analysis and machine intelligence}, - volume={39}, - number={11}, - pages={2298--2304}, - year={2016}, - publisher={IEEE} +@article{Zhang2000, + author = {Zhang, Zhengyou}, + title = {A flexible new technique for camera calibration}, + year = {2000}, + pages = {1330--1334}, + journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, + volume = {22}, + number = {11}, + publisher = {IEEE}, + url = {https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/tr98-71.pdf} } @inproceedings{zhou2017east, - title={East: an efficient and accurate scene text detector}, - author={Zhou, Xinyu and Yao, Cong and Wen, He and Wang, Yuzhi and Zhou, Shuchang and He, Weiran and Liang, Jiajun}, - booktitle={Proceedings of the IEEE conference on Computer Vision and Pattern Recognition}, - pages={5551--5560}, - year={2017} + title = {East: an efficient and accurate scene text detector}, + author = {Zhou, Xinyu and Yao, Cong and Wen, He and Wang, Yuzhi and Zhou, Shuchang and He, Weiran and Liang, Jiajun}, + booktitle = {Proceedings of the IEEE conference on Computer Vision and Pattern Recognition}, + pages = {5551--5560}, + year = {2017}, + url = {https://arxiv.org/abs/1704.03155} } -@article{umeyama1991least, - title={Least-squares estimation of transformation parameters between two point patterns}, - author={Umeyama, Shinji}, - journal={IEEE Computer Architecture Letters}, - volume={13}, - number={04}, - pages={376--380}, - year={1991}, - publisher={IEEE Computer Society} +@inproceedings{Zivkovic2004, + author = {Zivkovic, Zoran}, + title = {Improved adaptive Gaussian mixture model for background subtraction}, + booktitle = {Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on}, + year = {2004}, + pages = {28--31}, + volume = {2}, + publisher = {IEEE}, + url = {https://www.researchgate.net/publication/4090386_Improved_Adaptive_Gaussian_Mixture_Model_for_Background_Subtraction} } -@article{Kannala2006, - author = {Kannala, Juho and Brandt, Sami}, +@article{Zivkovic2006, + author = {Zivkovic, Zoran and van der Heijden, Ferdinand}, + title = {Efficient adaptive density estimation per image pixel for the task of background subtraction}, year = {2006}, - month = {09}, - pages = {1335-40}, - title = {A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses}, - volume = {28}, - journal = {IEEE transactions on pattern analysis and machine intelligence}, - doi = {10.1109/TPAMI.2006.153} + pages = {773--780}, + journal = {Pattern recognition letters}, + volume = {27}, + number = {7}, + publisher = {Elsevier} } -@article{Buades2005DenoisingIS, - title={Denoising image sequences does not require motion estimation}, - author={Antoni Buades and Bartomeu Coll and Jean-Michel Morel}, - journal={IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.}, - year={2005}, - pages={70-74} -} -@inproceedings{wang2016iros, - AUTHOR = {John Wang and Edwin Olson}, - TITLE = {{AprilTag} 2: Efficient and robust fiducial detection}, - BOOKTITLE = {Proceedings of the {IEEE/RSJ} International Conference on Intelligent - Robots and Systems {(IROS)}}, - YEAR = {2016}, - MONTH = {October}, -} -@inproceedings{BarathGCRANSAC, - author = {Barath, Daniel and Matas, Jiri}, - title = {Graph-Cut RANSAC}, - booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, - month = {June}, - year = {2018} -} -@misc{barath2019progressive, - title={Progressive NAPSAC: sampling from gradually growing neighborhoods}, - author={Barath, Daniel and Ivashechkin, Maksym and Matas, Jiri}, - year={2019}, - eprint={1906.02295}, - archivePrefix={arXiv}, - primaryClass={cs.CV} -} -@inproceedings{BarathMAGSAC, - author = {Barath, Daniel and Noskova, Jana and Ivashechkin, Maksym and Matas, Jiri}, - title = {MAGSAC++, a Fast, Reliable and Accurate Robust Estimator}, - booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, - month = {June}, - year = {2020} -} -@inproceedings{ChumPROSAC, - title = {Matching with {PROSAC} - Progressive Sampling Consensus}, - author = {Chum, Ondrej and Matas, Jiri}, - booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, - year = {2005} -} -@inproceedings{ChumLORANSAC, - title = {Locally Optimized {RANSAC}}, - author = {Chum, Ondrej and Matas, Jiri and Kittler, Josef}, - booktitle = {DAGM}, - year = {2003} -} -@inproceedings{ChumEpipolar, - author={Chum, Ondrej and Werner, Tomas and Matas, Jiri}, - booktitle={Proceedings of the 17th International Conference on Pattern Recognition. ICPR 2004}, - title={Epipolar geometry estimation via RANSAC benefits from the oriented epipolar constraint}, - year={2004}, - volume={1}, - pages={112-115 Vol.1} -} -@inproceedings{ChumDominant, - title = {Epipolar Geometry Estimation Unaffected by the Dominant Plane}, - author = {Chum, Ondrej and Werner, Tomas and Matas, Jiri.}, - booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, - year = {2005} -} -@article{FischlerRANSAC, - author = {Fischler, Martin A. and Bolles, Robert C.}, - title = {Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography}, - year = {1981}, - publisher = {Association for Computing Machinery}, - volume = {24}, - number = {6}, - month = {jun}, - pages = {381–395}, - numpages = {15} -} -@article{Matas2005RandomizedRW, - title={Randomized RANSAC with sequential probability ratio test}, - author={Matas, Jiri and Chum, Ondrej}, - journal={Tenth IEEE International Conference on Computer Vision (ICCV) Volume 1}, - year={2005}, - volume={2}, - pages={1727-1732 Vol. 2} -} -@inproceedings{MyattNAPSAC, - author = {Myatt, D. and Torr, Philip and Nasuto, Slawomir and Bishop, John and Craddock, R.}, - year = {2002}, - booktitle = {Proceedings of the British Machine Vision Conference (BMVC)}, - title = {NAPSAC: High Noise, High Dimensional Robust Estimation - it's in the Bag} -} -@article{SteweniusRecent, - author = {Stewenius, Henrik and Engels, Christopher and Nister, David}, - year = {2006}, - month = {06}, - pages = {284-294}, - title = {Recent developments on direct relative orientation}, - volume = {60}, - journal = {ISPRS Journal of Photogrammetry and Remote Sensing} -} -@article{LowIlie2003, - author = {Kok-Lim Low, Adrian Ilie}, - year = {2003}, - pages = {3-15}, - title = {View Frustum Optimization to Maximize Object's Image Area}, - journal = {Journal of Graphics, (GPU, & Game) Tools (JGT)}, - volume = {8}, - url = {https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=1fbd43f3827fffeb76641a9c5ab5b625eb5a75ba} +@inproceedings{Zuliani2014RANSACFD, + title = {RANSAC for Dummies With examples using the RANSAC toolbox for Matlab \& Octave and more...}, + author = {Marco Zuliani}, + year = {2014}, + url = {http://www.marcozuliani.com/docs/RANSAC4Dummies.pdf} } diff --git a/doc/tutorials/imgproc/out_of_focus_deblur_filter/out_of_focus_deblur_filter.markdown b/doc/tutorials/imgproc/out_of_focus_deblur_filter/out_of_focus_deblur_filter.markdown index d2dc68bc90..becf08e287 100644 --- a/doc/tutorials/imgproc/out_of_focus_deblur_filter/out_of_focus_deblur_filter.markdown +++ b/doc/tutorials/imgproc/out_of_focus_deblur_filter/out_of_focus_deblur_filter.markdown @@ -24,7 +24,7 @@ In this tutorial you will learn: Theory ------ -@note The explanation is based on the books @cite gonzalez and @cite gruzman. Also, you can refer to Matlab's tutorial [Image Deblurring in Matlab] and the article [SmartDeblur]. +@note The explanation is based on the books @cite Gonzalez1987 and @cite gruzman. Also, you can refer to Matlab's tutorial [Image Deblurring in Matlab] and the article [SmartDeblur]. @note The out-of-focus image on this page is a real world image. The out-of-focus was achieved manually by camera optics. ### What is a degradation image model? diff --git a/doc/tutorials/imgproc/periodic_noise_removing_filter/periodic_noise_removing_filter.markdown b/doc/tutorials/imgproc/periodic_noise_removing_filter/periodic_noise_removing_filter.markdown index dff204a2f2..a613a1db37 100644 --- a/doc/tutorials/imgproc/periodic_noise_removing_filter/periodic_noise_removing_filter.markdown +++ b/doc/tutorials/imgproc/periodic_noise_removing_filter/periodic_noise_removing_filter.markdown @@ -20,7 +20,7 @@ In this tutorial you will learn: Theory ------ -@note The explanation is based on the book @cite gonzalez. The image on this page is a real world image. +@note The explanation is based on the book @cite Gonzalez1987. The image on this page is a real world image. Periodic noise produces spikes in the Fourier domain that can often be detected by visual analysis. diff --git a/modules/stitching/include/opencv2/stitching/detail/seam_finders.hpp b/modules/stitching/include/opencv2/stitching/detail/seam_finders.hpp index 9ccfd14424..bae7aa0135 100644 --- a/modules/stitching/include/opencv2/stitching/detail/seam_finders.hpp +++ b/modules/stitching/include/opencv2/stitching/detail/seam_finders.hpp @@ -235,7 +235,7 @@ public: enum CostType { COST_COLOR, COST_COLOR_GRAD }; }; -/** @brief Minimum graph cut-based seam estimator. See details in @cite V03 . +/** @brief Minimum graph cut-based seam estimator. See details in @cite Kwatra03 . */ class CV_EXPORTS_W GraphCutSeamFinder : public GraphCutSeamFinderBase, public SeamFinder {