메뉴 건너뛰기




Volumn 117, Issue 7, 2013, Pages 790-806

A performance evaluation of gradient field HOG descriptor for sketch based image retrieval

Author keywords

Bag of visual words; Image descriptors; Matching; Sketch based image retrieval

Indexed keywords

GRAPHIC METHODS; SEARCH ENGINES; SEMANTICS;

EID: 84885381467     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2013.02.005     Document Type: Article
Times cited : (377)

References (69)
  • 2
    • 70450255078 scopus 로고    scopus 로고
    • A descriptor for large scale image retrieval based on sketched feature lines
    • M. Eitz, K. Hildebrand, T. Boubekeur, M. Alexa, A descriptor for large scale image retrieval based on sketched feature lines, in: SBIM, 2009, pp. 29-38.
    • (2009) SBIM , pp. 29-38
    • Eitz, M.1    Hildebrand, K.2    Boubekeur, T.3    Alexa, M.4
  • 3
    • 78149489516 scopus 로고    scopus 로고
    • The university of surrey visual concept detection system at imageclef 2010: Working notes
    • MA. Tahir, F. Yan, M. Barnard, M. Awais, K. Mikolajczyk, J. Kittler, The university of surrey visual concept detection system at imageclef 2010: working notes, in: ICPR, 2010.
    • (2010) ICPR
    • Tahir, M.A.1    Yan, F.2    Barnard, M.3    Awais, M.4    Mikolajczyk, K.5    Kittler, J.6
  • 4
    • 0345414182 scopus 로고    scopus 로고
    • Video Google: A text retrieval approach to object matching in videos
    • J. Sivic, A. Zisserman, Video Google: a text retrieval approach to object matching in videos, in: ICCV, vol. 2, 2003, pp. 1470-1477.
    • (2003) ICCV , vol.2 , pp. 1470-1477
    • Sivic, J.1    Zisserman, A.2
  • 5
    • 50649105215 scopus 로고    scopus 로고
    • Total recall: Automatic query expansion with a generative feature model for object retrieval
    • O. Chum, J. Philbin, J. Sivic, M. Isarci, A. Zisserman, Total recall: automatic query expansion with a generative feature model for object retrieval, in: ICCV, 2007.
    • (2007) ICCV
    • Chum, O.1    Philbin, J.2    Sivic, J.3    Isarci, M.4    Zisserman, A.5
  • 6
    • 78651065955 scopus 로고    scopus 로고
    • Gradient field descriptor for sketch based retrieval and localization
    • R. Flu, M. Barnard, J.P. Collomosse, Gradient field descriptor for sketch based retrieval and localization, in: ICIP, 2010, pp. 1025-1028.
    • (2010) ICIP , pp. 1025-1028
    • Flu, R.1    Barnard, M.2    Collomosse, J.P.3
  • 7
    • 85048230699 scopus 로고
    • A sketch retrieval method for full color image database query by visual example
    • T. Kato, T. Kurita, N. Otsu, K. Hirata, A sketch retrieval method for full color image database query by visual example, in: ICPR, 1992, pp. 530-533.
    • (1992) ICPR , pp. 530-533
    • Kato, T.1    Kurita, T.2    Otsu, N.3    Hirata, K.4
  • 8
    • 0035498655 scopus 로고    scopus 로고
    • A new system for trademark segmentation and retrieval
    • DOI 10.1016/S0262-8856(01)00063-4, PII S0262885601000634
    • J.-L Shih, L-I-l. Chen, A new system for trademark segmentation and retrieval, Image Vision Computing (2001) 1011-1018. (Pubitemid 33019032)
    • (2001) Image and Vision Computing , vol.19 , Issue.13 , pp. 1011-1018
    • Shih, J.-L.1    Chen, L.-H.2
  • 9
    • 84908170745 scopus 로고    scopus 로고
    • Trademark retrieval using contour-skeleton stroke classification
    • W.FI. Leung, T. Chen, Trademark retrieval using contour-skeleton stroke classification, in: ICME, 2002, pp. 517-520.
    • (2002) ICME , pp. 517-520
    • Leung, W.F.I.1    Chen, T.2
  • 11
    • 45849136304 scopus 로고    scopus 로고
    • Sketch retrieval and relevance feedback with biased SVM classification
    • S. Liang, Z. Sun, Sketch retrieval and relevance feedback with biased SVM classification, Pattern Recognition Letters (2008) 1733-1741.
    • (2008) Pattern Recognition Letters , pp. 1733-1741
    • Liang, S.1    Sun, Z.2
  • 15
    • 84455185241 scopus 로고    scopus 로고
    • Sketch2Cartoon: Composing cartoon images by sketching
    • C. Wang, J. Zhang, B. Yang, L. Zhang, Sketch2Cartoon: composing cartoon images by sketching, ACM Multimedia (2011) 789-790.
    • (2011) ACM Multimedia , pp. 789-790
    • Wang, C.1    Zhang, J.2    Yang, B.3    Zhang, L.4
  • 16
    • 33748869520 scopus 로고    scopus 로고
    • Sketch retrieval based on spatial relations
    • S. Liang, Z. Sun, B. Li, Sketch retrieval based on spatial relations, in: CGIV, 2005, pp. 24-29.
    • (2005) CGIV , pp. 24-29
    • Liang, S.1    Sun, Z.2    Li, B.3
  • 17
    • 0036452477 scopus 로고    scopus 로고
    • Retrieval of sketches based on spatial relation between strokes
    • W.Fi. Leung, T. Chen, Retrieval of sketches based on spatial relation between strokes, in: ICIP, 2002, pp. 908-911.
    • (2002) ICIP , pp. 908-911
    • Leung, W.Fi.1    Chen, T.2
  • 18
    • 71649102778 scopus 로고    scopus 로고
    • Sketch-based retrieval of complex drawings using hierarchical topology and geometry
    • M.J. Fonseca, A. Ferreira,J.A. Jorge, Sketch-based retrieval of complex drawings using hierarchical topology and geometry, Computer-Aided Design (2009) 1067-1081.
    • (2009) Computer-Aided Design , pp. 1067-1081
    • Fonseca, M.J.1    Ferreira, A.2    Jorge, J.A.3
  • 19
    • 0036681029 scopus 로고    scopus 로고
    • Indexing chromatic and achromatic patterns for content-based colour image retrieval
    • DOI 10.1016/S0031-3203(01)00162-5, PII S0031320301001625
    • G. Qiu, Indexing chromatic and achromatic patterns for content-based colour image retrieval, Pattern Recognition (2002) 1675-1686. (Pubitemid 34557571)
    • (2002) Pattern Recognition , vol.35 , Issue.8 , pp. 1675-1686
    • Qiu, G.1
  • 21
    • 0030389403 scopus 로고    scopus 로고
    • Visualseek: A fully automated content-based image query system
    • J. Smith, S.-F. Chang, Visualseek: a fully automated content-based image query system, in: ACM Multimedia, 1996, pp. 87-98.
    • (1996) ACM Multimedia , pp. 87-98
    • Smith, J.1    Chang, S.-F.2
  • 23
    • 0036474679 scopus 로고    scopus 로고
    • Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance
    • DOI 10.1109/83.982822, PII S1057714902008072
    • M.N. Do, M. Vetterli, Wavelet-based texture retrieval using generalized gaussian density and kullback-leibler distance, IEEE Transactions on Image Processing (2002) 146-158. (Pubitemid 34278451)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.2 , pp. 146-158
    • Do, M.N.1    Vetterli, M.2
  • 25
    • 76849088970 scopus 로고    scopus 로고
    • Statistical wavelet subbanci characterization based on generalized gamma density and its application in texture retrieval
    • S.-K. Choy, C.-S. Tong, Statistical wavelet subbanci characterization based on generalized gamma density and its application in texture retrieval, IEEE Transactions on Image Processing 19 (2) (2010) 281-289.
    • (2010) IEEE Transactions on Image Processing , vol.19 , Issue.2 , pp. 281-289
    • Choy, S.-K.1    Tong, C.-S.2
  • 26
    • 84947421038 scopus 로고    scopus 로고
    • Content-based image retrieval over the web using query by sketch and relevance feedback
    • E. Sciascio, M. Mongiello, M. Mongiello, Content-based image retrieval over the web using query by sketch and relevance feedback, in: Intl. Conf. on Visual Information Systems, 1999, pp. 123-130.
    • (1999) Intl. Conf. on Visual Information Systems , pp. 123-130
    • Sciascio, E.1    Mongiello, M.2    Mongiello, M.3
  • 27
    • 84957698532 scopus 로고    scopus 로고
    • Sketch-Based Images Database Retrieval
    • Advances in Multimedia Information Systems
    • S. Matusiak, M. Daoudi, T. Blu, O. Avaro, Sketch-based images database retrieval, in: International Workshop on Advances in Multimedia Information Systems, 1998, pp. 185-191. (Pubitemid 128144212)
    • (1998) Lecture notes in computer science , Issue.1508 , pp. 185-191
    • Matusiak, S.1    Daoudi, M.2    Blu, T.3    Avaro, O.4
  • 28
    • 0026903040 scopus 로고
    • A theory of multiscale, curvature-based shape representation for planar curves
    • F. Mokhtarian, AK. Mackworth, A theory of multiscale, curvature-based shape representation for planar curves, in: PAMI, 1992, pp. 789-805.
    • (1992) PAMI , pp. 789-805
    • Mokhtarian, F.1    Mackworth, A.K.2
  • 29
    • 0031075137 scopus 로고    scopus 로고
    • Visual image retrieval by elastic matching of user sketches
    • A. del Bimbo, P. Pala, Visual image retrieval by elastic matching of user sketches, in: PAMI, 1997, pp. 121-132.
    • (1997) PAMI , pp. 121-132
    • Del Bimbo, A.1    Pala, P.2
  • 31
    • 0030214261 scopus 로고    scopus 로고
    • Image retrieval using color and shape
    • DOI 10.1016/0031-3203(95)00160-3
    • A.K.Jain, A. Vailaya, Image retrieval using color and shape, Pattern Recognition (1996) 1233-1244. (Pubitemid 126405513)
    • (1996) Pattern Recognition , vol.29 , Issue.8 , pp. 1233-1244
    • Jain, A.K.1    Vailaya, A.2
  • 36
    • 34948845616 scopus 로고    scopus 로고
    • Matching local self-similarities across images and videos
    • E. Shechtman, M. Irani, Matching local self-similarities across images and videos, in: CVPR, 2007
    • (2007) CVPR
    • Shechtman, E.1    Irani, M.2
  • 38
    • 84855416962 scopus 로고    scopus 로고
    • Sketch-based image retrieval: Benchmark and bag-of-features descriptors
    • M. Eitz, K. Hildebrand, T. Boubekeur, M. Alexa, Sketch-based image retrieval: benchmark and bag-of-features descriptors, in: TVCG, vol. 99, 2010.
    • (2010) TVCG , vol.99
    • Eitz, M.1    Hildebrand, K.2    Boubekeur, T.3    Alexa, M.4
  • 40
    • 77954574160 scopus 로고    scopus 로고
    • Mindfinder: Image search by interactive sketching and tagging
    • C. Wang, Z. Li, L. Zhang, Mindfinder: image search by interactive sketching and tagging, in: WWW, 2010, pp. 1309-1312.
    • (2010) WWW , pp. 1309-1312
    • Wang, C.1    Li, Z.2    Zhang, L.3
  • 41
    • 78650994822 scopus 로고    scopus 로고
    • Mindfinder: Interactive sketch-based image search on millions of images
    • Y. Cao, R. Wang, C. Wang, Z. Li, L Zhang, L. Zhang, Mindfinder: interactive sketch-based image search on millions of images, in: ACM Multimedia, 2010, pp. 1605-1608.
    • (2010) ACM Multimedia , pp. 1605-1608
    • Cao, Y.1    Wang, R.2    Wang, C.3    Li, Z.4    Zhang, L.5    Zhang, L.6
  • 42
    • 57349196293 scopus 로고    scopus 로고
    • Flickr tag recommendation based on collective knowledge
    • B. Sigurbjornsson, R. van Zwol, Flickr tag recommendation based on collective knowledge, in: WWW, 2008, pp. 327-336.
    • (2008) WWW , pp. 327-336
    • Sigurbjornsson, B.1    Van Zwol, R.2
  • 46
    • 49949084242 scopus 로고    scopus 로고
    • An empirical study of instance- based ontology matching
    • A. Isaac, L. van der Meij, S. Schlobach, S. Wang, An empirical study of instance- based ontology matching, in: ISWC/ASWC, 2007, pp. 253-266.
    • (2007) ISWC/ASWC , pp. 253-266
    • Isaac, A.1    Meij Der L.Van2    Schlobach, S.3    Wang, S.4
  • 48
    • 71249144581 scopus 로고    scopus 로고
    • Tag recommendation for folksonomies oriented towards individual users
    • M. Lipczak, Tag recommendation for folksonomies oriented towards individual users, in: ECML/PKDD Discovery Challenge Workshop, 2008
    • (2008) ECML/PKDD Discovery Challenge Workshop
    • Lipczak, M.1
  • 49
    • 84855782116 scopus 로고    scopus 로고
    • Annotated free-hand sketches for video retrieval using object semantics and motion
    • R. Flu, S. James, J.P. Collomosse, Annotated free-hand sketches for video retrieval using object semantics and motion, in: MMM, 2012, pp. 473-484.
    • (2012) MMM , pp. 473-484
    • Flu, R.1    James, S.2    Collomosse, J.P.3
  • 54
    • 37849036011 scopus 로고    scopus 로고
    • Evaluating bag-of-visual- words representations in scene classification
    • J. Yang, Y.-G. Jiang, A.G. Hauptmann, C.-W. Ngo, Evaluating bag-of-visual- words representations in scene classification, in: MIR, 2007, pp. 197-206.
    • (2007) MIR , pp. 197-206
    • Yang, J.1    Jiang, Y.-G.2    Hauptmann, A.G.3    Ngo, C.-W.4
  • 56
    • 9644260534 scopus 로고    scopus 로고
    • Scale & affine invariant interest point detectors
    • K. Mikolajczyk, C. Schmid, Scale & affine invariant interest point detectors, in: IJCV, 2004, pp. 63-86.
    • (2004) IJCV , pp. 63-86
    • Mikolajczyk, K.1    Schmid, C.2
  • 58
    • 79951676162 scopus 로고    scopus 로고
    • Action recognition with appearance-motion features and fast search trees
    • K. Mikolajczyk, I-I. Uemura, Action recognition with appearance-motion features and fast search trees, Computer Vision and Image Understanding 115 (3) (2011) 426-438.
    • (2011) Computer Vision and Image Understanding , vol.115 , Issue.3 , pp. 426-438
    • Mikolajczyk, K.1    Uemura, I.-I.2
  • 59
    • 78751677014 scopus 로고    scopus 로고
    • A BoVW based query generative model
    • R. Ren, J.P. Collomosse, J.M. Jose, A BoVW based query generative model, in: MMM,2011,pp. 118-128.
    • (2011) MMM , pp. 118-128
    • Ren, R.1    Collomosse, J.P.2    Jose, J.M.3
  • 60
    • 84873476141 scopus 로고    scopus 로고
    • accessed March 2011
    • The Lemur project. (accessed March 2011).
    • The Lemur Project
  • 61
    • 0029193309 scopus 로고
    • Searching distributed collections with inference networks
    • J. Callan, Z. Lu, W. Croft, Searching distributed collections with inference networks, in: Proc. ACM SIGIR, 1995, pp. 21-29.
    • (1995) Proc. ACM SIGIR , pp. 21-29
    • Callan, J.1    Lu, Z.2    Croft, W.3
  • 62
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, Distinctive image features from scale-invariant keypoints, in: IJCV 60, 2004, 91-110.
    • (2004) IJCV , vol.60 , pp. 91-110
    • Lowe, D.1
  • 65
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • K.E.A. van de Sande, T. Gevers, C.G.M. Snoek, Evaluating color descriptors for object and scene recognition, in: PAMI, 2010, pp. 1582-1596.
    • PAMI , vol.2010 , pp. 1582-1596
    • Van De Sande, K.E.A.1    Gevers, T.2    Snoek, C.G.M.3
  • 66
    • 77953210976 scopus 로고    scopus 로고
    • Efficient retrieval of deformable shape classes using local self-similarities
    • K. Chatfield, J. Philbin, A. Zisserman, Efficient retrieval of deformable shape classes using local self-similarities, in: ICCV Workshops, 2009, pp. 264-271.
    • (2009) ICCV Workshops , pp. 264-271
    • Chatfield, K.1    Philbin, J.2    Zisserman, A.3
  • 68
    • 84898434439 scopus 로고    scopus 로고
    • Accounting for the relative importance of objects in image retrieval
    • SJ. Elwang, K. Grauman, Accounting for the relative importance of objects in image retrieval, in: BMVC, 2010, pp. 58.1 -58.12.
    • (2010) BMVC , pp. 581-5812
    • Elwang, S.J.1    Grauman, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.