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@article{bb51021,
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@article{bb51022,
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@article{bb51023,
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Retrieval With VLAD and Deep-Learning-Based Descriptors",
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@inproceedings{bb51024,
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@article{bb51025,
        AUTHOR = "Xu, Y. and Han, Y. and Hong, R. and Tian, Q.",
        TITLE = "Sequential Video VLAD:
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@article{bb51026,
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@inproceedings{bb51027,
        AUTHOR = "Magliani, F. and Fontanini, T. and Prati, A.",
        TITLE = "A Dense-Depth Representation for VLAD Descriptors in Content-Based
Image Retrieval",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277vl1.html#TT49091"}

@inproceedings{bb51028,
        AUTHOR = "Duta, I.C. and Nguyen, T.A. and Aizawa, K. and Ionescu, B. and Sebe, N.",
        TITLE = "Boosting VLAD with double assignment using deep features for action
recognition in videos",
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        YEAR = "2016",
        PAGES = "2210-2215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277vl1.html#TT49092"}

@inproceedings{bb51029,
        AUTHOR = "Tan, Z. and Wang, W. and Jiang, Y. and Wang, R.",
        TITLE = "A simple but efficient way to combine VLAD with locality-constrained
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277vl1.html#TT49093"}

@inproceedings{bb51030,
        AUTHOR = "Harandi, M.T. and Salzmann, M. and Porikli, F.M.",
        TITLE = "When VLAD Met Hilbert",
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        YEAR = "2016",
        PAGES = "5185-5194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277vl1.html#TT49094"}

@inproceedings{bb51031,
        AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
        TITLE = "More about VLAD: A leap from Euclidean to Riemannian manifolds",
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        YEAR = "2015",
        PAGES = "4951-4960",
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@inproceedings{bb51032,
        AUTHOR = "Trichet, R. and O'Connor, N.E.",
        TITLE = "Vector Quantization Enhancement for Computer Vision Tasks",
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@inproceedings{bb51033,
        AUTHOR = "Zhen, M. and Wang, W. and Wang, R.",
        TITLE = "Improving VLAD with regional PCA whitening",
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@inproceedings{bb51034,
        AUTHOR = "Zhou, R. and Yuan, Q.S. and Gu, X.G. and Zhang, D.M.",
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@inproceedings{bb51035,
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@inproceedings{bb51036,
        AUTHOR = "Eggert, C. and Romberg, S. and Lienhart, R.",
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@inproceedings{bb51037,
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@inproceedings{bb51038,
        AUTHOR = "van de Sande, K.E.A. and Snoek, C.G.M. and Smeulders, A.W.M.",
        TITLE = "Fisher and VLAD with FLAIR",
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@inproceedings{bb51039,
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@article{bb51045,
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        TITLE = "A comparison of interest point and region detectors on structured,
range and texture images",
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@article{bb51046,
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        TITLE = "Is Repeatability an Unbiased Criterion for Ranking Feature Detectors?",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49110"}

@inproceedings{bb51047,
        AUTHOR = "Rey Otero, I. and Delbracio, M. and Morel, J.M.",
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@inproceedings{bb51048,
        AUTHOR = "Rey Otero, I. and Morel, J.M. and Delbracio, M.",
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@article{bb51049,
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@article{bb51050,
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        TITLE = "Low-level features for visual attribute recognition: An evaluation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49114"}

@article{bb51051,
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        TITLE = "Fast, Compact, and Discriminative:
Evaluation of Binary Descriptors for Mobile Applications",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49115"}

@article{bb51052,
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@article{bb51053,
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@inproceedings{bb51054,
        AUTHOR = "Balntas, V. and Lenc, K. and Vedaldi, A. and Mikolajczyk, K.",
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@article{bb51055,
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        TITLE = "Beyond top-N accuracy indicator: a comprehensive evaluation indicator
of CNN models in image classification",
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        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49118"}

@article{bb51056,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49119"}

@inproceedings{bb51057,
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@inproceedings{bb51058,
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@inproceedings{bb51059,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49122"}

@inproceedings{bb51060,
        AUTHOR = "Tomaselli, V. and Plebani, E. and Strano, M. and Pau, D.",
        TITLE = "Complexity and Accuracy of Hand-Crafted Detection Methods Compared to
Convolutional Neural Networks",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:298-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49123"}

@inproceedings{bb51061,
        AUTHOR = "Schonberger, J.L. and Hardmeier, H. and Sattler, T. and Pollefeys, M.",
        TITLE = "Comparative Evaluation of Hand-Crafted and Learned Local Features",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6959-6968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49124"}

@inproceedings{bb51062,
        AUTHOR = "Cordes, K. and Grundmann, L. and Ostermann, J.",
        TITLE = "Feature Evaluation with High-Resolution Images",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "I:374-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49125"}

@inproceedings{bb51063,
        AUTHOR = "Chen, Y.L. and Hsu, C.T.",
        TITLE = "Implicit Rank-Sparsity Decomposition:
Applications to Saliency/Co-saliency Detection",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2305-2310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49126"}

@inproceedings{bb51064,
        AUTHOR = "Figat, J. and Kornuta, T. and Kasprzak, W.",
        TITLE = "Performance Evaluation of Binary Descriptors of Local Features",
        BOOKTITLE = ICCVG14,
        YEAR = "2014",
        PAGES = "187-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49127"}

@inproceedings{bb51065,
        AUTHOR = "Dzulfahmi and Ohta, N.",
        TITLE = "Performance Evaluation of Image Feature Detectors and Descriptors for
Outdoor-Scene Visual Navigation",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "872-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49128"}

@inproceedings{bb51066,
        AUTHOR = "Bekele, D. and Teutsch, M. and Schuchert, T.",
        TITLE = "Evaluation of binary keypoint descriptors",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3652-3656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49129"}

@inproceedings{bb51067,
        AUTHOR = "Zambanini, S. and Kampel, M.",
        TITLE = "Evaluation of Low-Level Image Representations for
Illumination-Insensitive Recognition of Textureless Objects",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:71-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49130"}

@inproceedings{bb51068,
        AUTHOR = "Zambanini, S. and Kampel, M.",
        TITLE = "A Local Image Descriptor Robust to Illumination Changes",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "11-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49131"}

@inproceedings{bb51069,
        AUTHOR = "Miksik, O. and Mikolajczyk, K.",
        TITLE = "Evaluation of local detectors and descriptors for fast feature matching",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2681-2684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49132"}

@inproceedings{bb51070,
        AUTHOR = "Heinly, J. and Dunn, E. and Frahm, J.M.",
        TITLE = "Comparative Evaluation of Binary Features",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 759-773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49133"}

@inproceedings{bb51071,
        AUTHOR = "Lankinen, J. and Kangas, V. and Kamarainen, J.K.",
        TITLE = "A comparison of local feature detectors and descriptors for visual
object categorization by intra-class repeatability and matching",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "780-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49134"}

@inproceedings{bb51072,
        AUTHOR = "Gat, C. and Albu, A.B. and German, D. and Higgs, E.",
        TITLE = "A Comparative Evaluation of Feature Detectors on Historic Repeat
Photography",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "II: 701-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49135"}

@inproceedings{bb51073,
        AUTHOR = "Huynh, D.Q. and Saini, A. and Liu, W.",
        TITLE = "Evaluation of three local descriptors on low resolution images for
robot navigation",
        BOOKTITLE = IVCNZ09,
        YEAR = "2009",
        PAGES = "113-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49136"}

@inproceedings{bb51074,
        AUTHOR = "Stottinger, J. and Donner, R. and Szumilas, L. and Hanbury, A.",
        TITLE = "Evaluation of Gradient Vector Flow for Interest Point Detection",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "I: 338-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49137"}

@inproceedings{bb51075,
        AUTHOR = "Reiterer, A. and Eiter, T.",
        TITLE = "A Distance-Based Method for the Evaluation of Interest point Detection
Algorithms",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "2745-2748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49138"}

@inproceedings{bb51076,
        AUTHOR = "Apollonio, F.I. and Ballabeni, A. and Gaiani, M. and Remondino, F.",
        TITLE = "Evaluation of feature-based methods for automated network orientation",
        BOOKTITLE = CloseRange14,
        YEAR = "2014",
        PAGES = "47-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49139"}

@inproceedings{bb51077,
        AUTHOR = "Remondino, F.",
        TITLE = "Detectors and Descriptors for Photogrammetric Applications",
        BOOKTITLE = PCV06,
        YEAR = "2006",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277ev1.html#TT49140"}

@article{bb51078,
        AUTHOR = "Do, M.N. and Vetterli, M.",
        TITLE = "The Contourlet Transform:
An Efficient Directional Multiresolution Image Representation",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2091-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49141"}

@inproceedings{bb51079,
        AUTHOR = "Do, M.N. and Vetterli, M.",
        TITLE = "Contourlets: a directional multiresolution image representation",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "I: 357-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49142"}

@article{bb51080,
        AUTHOR = "Po, D.D.Y. and Do, M.N.",
        TITLE = "Directional Multiscale Modeling of Images Using the Contourlet
Transform",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1610-1620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49143"}

@article{bb51081,
        AUTHOR = "da Cunha, A.L. and Zhou, J.P. and Do, M.N.",
        TITLE = "The Nonsubsampled Contourlet Transform:
Theory, Design, and Applications",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3089-3101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49144"}

@inproceedings{bb51082,
        AUTHOR = "da Cunha, A.L. and Zhou, J.P. and Do, M.N.",
        TITLE = "Nonsubsampled Contourlet Transform:
Filter Design and Applications in Denoising",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 749-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49145"}

@inproceedings{bb51083,
        AUTHOR = "Zhou, J.P. and da Cunha, A.L. and Do, M.N.",
        TITLE = "Nonsubsampled Contourlet Transform:
Construction and Application in Enhancement",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 469-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49146"}

@article{bb51084,
        AUTHOR = "Chappelier, V. and Guillemot, C.",
        TITLE = "Oriented Wavelet Transform for Image Compression and Denoising",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2892-2903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49147"}

@inproceedings{bb51085,
        AUTHOR = "Chappelier, V. and Guillemot, C.",
        TITLE = "Oriented Wavelet Transform on a Quincunx Pyramid for Image Compression",
        BOOKTITLE = ICIP05,
        YEAR = "2005",
        PAGES = "I: 81-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49148"}

@inproceedings{bb51086,
        AUTHOR = "Chappelier, V. and Guillemot, C. and Marinkovic, S.",
        TITLE = "Image coding with iterated contourlet and wavelet transforms",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "V: 3157-3160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49149"}

@article{bb51087,
        AUTHOR = "Eslami, R. and Radha, H.",
        TITLE = "Translation-Invariant Contourlet Transform and Its Application to Image
Denoising",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3362-3374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49150"}

@inproceedings{bb51088,
        AUTHOR = "Eslami, R. and Radha, H.",
        TITLE = "Wavelet-based contourlet transform and its application to image coding",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "V: 3189-3192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49151"}

@article{bb51089,
        AUTHOR = "Cheng, K.O. and Law, N.F. and Siu, W.C.",
        TITLE = "A Novel Fast and Reduced Redundancy Structure for Multiscale
Directional Filter Banks",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2058-2068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49152"}

@article{bb51090,
        AUTHOR = "Song, H.H. and Yu, S.Y.",
        TITLE = "A Contourlet-Based Embedded Image Coding Scheme on Low Bit-Rate",
        JOURNAL = IEICE,
        VOLUME = "E91-D",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2333-2340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49153"}

@article{bb51091,
        AUTHOR = "Yang, G. and van de Wetering, H. and Hou, M. and Ikuta, C. and Liu, Y.H.",
        TITLE = "A Novel Design Approach for Contourlet Filter Banks",
        JOURNAL = IEICE,
        VOLUME = "E93-D",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2009-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49154"}

@article{bb51092,
        AUTHOR = "Zhou, Y. and Wang, J.",
        TITLE = "Image denoising based on the symmetric normal inverse Gaussian model
and non-subsampled contourlet transform",
        JOURNAL = IET-IPR,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "8",
        PAGES = "1136-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49155"}

@article{bb51093,
        AUTHOR = "Li, H.J. and Zhao, Z.M. and Yu, X.L.",
        TITLE = "Grey theory applied in non-subsampled Contourlet transform",
        JOURNAL = IET-IPR,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "3",
        PAGES = "264-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49156"}

@article{bb51094,
        AUTHOR = "Hung, C.H. and Hang, H.M.",
        TITLE = "A reduced-complexity image coding scheme using decision-directed
wavelet-based contourlet transform",
        JOURNAL = JVCIR,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1128-1143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49157"}

@inproceedings{bb51095,
        AUTHOR = "Hung, C.H. and Hang, H.M.",
        TITLE = "Image coding using short wavelet-based contourlet transform",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2884-2887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49158"}

@article{bb51096,
        AUTHOR = "Liu, C.Y. and Chen, S.Q. and Fu, Q.",
        TITLE = "Multi-Modality Image Fusion Using the Nonsubsampled Contourlet
Transform",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2215-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49159"}

@article{bb51097,
        AUTHOR = "Darwish, S.M.",
        TITLE = "Multi-level fuzzy contourlet-based image fusion for medical
applications",
        JOURNAL = IET-IPR,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "694-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49160"}

@article{bb51098,
        AUTHOR = "Liu, D.M. and Chang, F. and Liu, C.S.",
        TITLE = "Salient object detection fusing global and local information based on
nonsubsampled contourlet transform",
        JOURNAL = JOSA-A,
        VOLUME = "33",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1430-1441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49161"}

@inproceedings{bb51099,
        AUTHOR = "Abouelaziz, I. and El Hassouni, M.",
        TITLE = "New models of visual saliency:
Contourlet transform based model and hybrid model",
        BOOKTITLE = ISCV15,
        YEAR = "2015",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/twod277cl1.html#TT49162"}