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SURF

swMATH ID: 29761
Software Authors: Bay, Herbert; Tuytelaars, Tinne; Van Gool, Luc
Description: SURF: Speeded Up Robust Features. In this paper, we present a novel scale- and rotation-invariant interest point detector and descriptor, coined SURF (Speeded Up Robust Features). It approximates or even outperforms previously proposed schemes with respect to repeatability, distinctiveness, and robustness, yet can be computed and compared much faster. This is achieved by relying on integral images for image convolutions; by building on the strengths of the leading existing detectors and descriptors (in casu, using a Hessian matrix-based measure for the detector, and a distribution-based descriptor); and by simplifying these methods to the essential. This leads to a combination of novel detection, description, and matching steps. The paper presents experimental results on a standard evaluation set, as well as on imagery obtained in the context of a real-life object recognition application. Both show SURF’s strong performance.
Homepage: https://rd.springer.com/chapter/10.1007/11744023_32
Source Code:  https://github.com/herbertbay/SURF
Related Software: SIFT; PCA-SIFT; BRISK; ASIFT; FREAK; PASCAL VOC; ImageNet; LIBSVM; KAZE Features; MonoSLAM; FastSLAM; AlexNet; Vlfeat; ORB-SLAM2; HPatches; SIFER; PRMLT; Faster R-CNN; DeepLab; ScatNet
Cited in: 130 Publications
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Cited by 364 Authors

9 Lindeberg, Tony
4 Morel, Jean-Michel
3 Garcia-Salguero, Mercedes
3 Gonzalez-Jimenez, Javier
2 Baier, Daniel
2 Bartoli, Adrien
2 Boyer, Edmond
2 Delbracio, Mauricio
2 Farhan, Erez
2 Frost, Sarah
2 Jiang, Junjun
2 Ma, Jiayi
2 Pizarro, Daniel
2 Rey-Otero, Ives
2 Van Gool, Luc J.
1 Abdullah, Azizi
1 Aksay, Anil
1 Alanis, Alma Y.
1 Álvarez-Miranda, Eduardo
1 Amiri, Mahdi
1 Anand, Nikhil
1 Arana-Daniel, Nancy
1 Artieda, Jorge
1 Aujol, Jean-François
1 Balmashnova, Evgeniya
1 Barajas-García, Carolina
1 Basri, Ronen
1 Belianinov, Alex
1 Bharati, Aniket
1 Bierlaire, Michel
1 Birk, Andreas
1 Blaschko, Matthew B.
1 Bloch, Isabelle
1 Bobkov, V. A.
1 Bogdanova, Iva
1 Bohi, Amine
1 Bouchafa, Samia
1 Bouchara, Frédéric
1 Bouguila, Nizar
1 Briales, Jesus
1 Bruhn, Andrés
1 Bruna, Joan
1 Bülow, Heiko
1 Bursuc, Andrei
1 Cagniart, Cedric
1 Cagnoni, Stefano
1 Campoy, Pascual
1 Cao, Qixin
1 Carmona-Poyato, A.
1 Carriquiry, Alicia L.
1 Casillas-Perez, David
1 Cevikalp, Hakan
1 Chang, Chin-Chun
1 Chang, Yan-Shuo
1 Chatterjee, Sromona
1 Chen, Huafeng
1 Chen, Jie
1 Chen, Jun
1 Chen, Ying-Jen
1 Chen, Zetao
1 Cheong, LoongFah
1 Chintala, Soumith
1 Chum, Ondřej
1 Ciampolini, Paolo
1 Collier, Olivier
1 Correa, Juan F.
1 Cruz-Mota, Javier
1 Cuturi, Marco
1 da Silva, Allan F.
1 da Silva, Eduardo A. B.
1 Dalalyan, Arnak S.
1 Daniel, Ines
1 de Munari, Ilaria
1 de Senneville, Baudouin Denis
1 Deledalle, Charles-Alban
1 Delon, Julie
1 Desolneux, Agnès
1 Díaz-Guerrero, John
1 Dong, Guo
1 Dong, Jinxiang
1 Du, Xin
1 Duan, Lingyu
1 Dyck, Ondrej
1 Fan, Aoxiang
1 Fan, Wentao
1 Fan, Xiaopeng
1 Feng, Yiliu
1 Feng, Zhenhua
1 Fernández, Lorenzo
1 Florack, Luc M. J.
1 Fookes, Clinton
1 Fuentes-Jimenez, David
1 Furini, Fabio
1 Fursov, V. A.
1 Gao, Ce
1 Gao, Depeng
1 Gauglitz, Steffen
1 Gauthier, Jean-Paul A.
1 Geelen, Bert
1 Gil, Arturo
...and 264 more Authors
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Cited in 46 Serials

23 International Journal of Computer Vision
16 Journal of Mathematical Imaging and Vision
9 Pattern Recognition
9 SIAM Journal on Imaging Sciences
7 Mathematical Problems in Engineering
5 Information Sciences
3 Applied Mathematics and Computation
3 Multidimensional Systems and Signal Processing
2 Biological Cybernetics
2 Theoretical Computer Science
2 International Journal of Approximate Reasoning
2 Neural Networks
2 Computational Mathematics and Modeling
2 Machine Learning
2 Neural Computation
2 Journal of Intelligent & Robotic Systems
2 International Journal of Applied Mathematics and Computer Science
2 Journal of Machine Learning Research (JMLR)
2 Advances in Data Analysis and Classification. ADAC
2 Algorithms
1 Computers & Mathematics with Applications
1 Kybernetika
1 Programming and Computer Software
1 Publications de l’Institut Mathématique. Nouvelle Série
1 International Journal of Parallel Programming
1 Annals of Operations Research
1 Applied Mathematical Modelling
1 Automation and Remote Control
1 European Journal of Operational Research
1 Tatra Mountains Mathematical Publications
1 Journal of Computer and Systems Sciences International
1 Applied and Computational Harmonic Analysis
1 Wuhan University Journal of Natural Sciences (WUJNS)
1 IEEE Transactions on Image Processing
1 Archives of Computational Methods in Engineering
1 Acta Numerica
1 Mathematical Biosciences and Engineering
1 Science in China. Series F
1 SIGMA. Symmetry, Integrability and Geometry: Methods and Applications
1 Journal of Zhejiang University. Science A
1 Computational & Mathematical Methods in Medicine
1 Statistical Analysis and Data Mining
1 The Annals of Applied Statistics
1 Journal of Control Science and Engineering
1 Symmetry
1 Computer Science Review

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