메뉴 건너뛰기




Volumn 21, Issue 5, 2012, Pages 2681-2692

Sparse color interest points for image retrieval and object categorization

Author keywords

ARS IIU; color invariance; ELI COL; image retrieval; local features; object categorization; SMR REP

Indexed keywords

ARS-IIU; ELI-COL; LOCAL FEATURE; OBJECT CATEGORIZATION; SMR-REP;

EID: 84860112203     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2012.2186143     Document Type: Article
Times cited : (42)

References (61)
  • 1
    • 0041940256 scopus 로고    scopus 로고
    • Object class recognition by unsupervised scale-invariant learning
    • R. Fergus, P. Perona, and A. Zisserman, "Object class recognition by unsupervised scale-invariant learning," in Proc. CVPR, 2003, pp. II-264-II-271.
    • (2003) Proc. CVPR
    • Fergus, R.1    Perona, P.2    Zisserman, A.3
  • 3
    • 0035507681 scopus 로고    scopus 로고
    • Saliency, scale and image description
    • Nov
    • T. Kadir and M. Brady, "Saliency, scale and image description," Int. J. Comput. Vis., vol. 45, no. 2, pp. 83-105, Nov. 2001.
    • (2001) Int. J. Comput. Vis. , vol.45 , Issue.2 , pp. 83-105
    • Kadir, T.1    Brady, M.2
  • 4
    • 9644260534 scopus 로고    scopus 로고
    • Scale and affine invariant interest point detectors
    • Oct
    • K. Mikolajczyk and C. Schmid, "Scale and affine invariant interest point detectors," Int. J. Comput. Vis., vol. 60, no. 1, pp. 63-86, Oct. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.1 , pp. 63-86
    • Mikolajczyk, K.1    Schmid, C.2
  • 5
    • 33845543897 scopus 로고    scopus 로고
    • Evaluation of intensity and color corner detectors for affine invariant salient regions
    • N. Sebe, T. Gevers, S. Dijkstra, and J. van de Weijer, "Evaluation of intensity and color corner detectors for affine invariant salient regions," in Proc. CVPR Workshop, 2006, p. 18.
    • (2006) Proc. CVPR Workshop , pp. 18
    • Sebe, N.1    Gevers, T.2    Dijkstra, S.3    Van De Weijer, J.4
  • 6
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliency-based visual attention for rapid scene analysis
    • Nov
    • L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 11, pp. 1254-1259, Nov. 1998.
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 7
    • 33746618051 scopus 로고    scopus 로고
    • Corners detectors for affine invariant salient regions: Is color important?
    • N. Sebe,T.Gevers, J. van deWeijer, andS.Dijkstra, "Corners detectors for affine invariant salient regions: Is color important?," in Proc. CIVR, 2006, vol. 4071, pp. 61-71.
    • (2006) Proc. CIVR , vol.4071 , pp. 61-71
    • Sebe, N.1
  • 9
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories: A comprehensive study
    • Jun
    • J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid, "Local features and kernels for classification of texture and object categories: A comprehensive study," Int. J. Comput. Vis., vol. 73, no. 2, pp. 213-238, Jun. 2007.
    • (2007) Int. J. Comput. Vis. , vol.73 , Issue.2 , pp. 213-238
    • Zhang, J.1    Marszalek, M.2    Lazebnik, S.3    Schmid, C.4
  • 10
    • 33845584936 scopus 로고    scopus 로고
    • Multiple object class detection with a generative model
    • K. Mikolajczyk, B. Leibe, and B. Schiele, "Multiple object class detection with a generative model," in Proc. CVPR, 2006, pp. 26-36.
    • (2006) Proc. CVPR , pp. 26-36
    • Mikolajczyk, K.1    Leibe, B.2    Schiele, B.3
  • 12
    • 50649101051 scopus 로고    scopus 로고
    • Vector quantizing feature space with a regular lattice
    • T. Tuytelaars and C. Schmid, "Vector quantizing feature space with a regular lattice," in Proc. ICCV, 2007, pp. 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Tuytelaars, T.1    Schmid, C.2
  • 14
    • 77953218614 scopus 로고    scopus 로고
    • Better matching with fewer features: The selection of useful features in large database recognition problems
    • P. Turcot and D. G. Lowe, "Better matching with fewer features: The selection of useful features in large database recognition problems," in Proc. ICCV Workshop, 2009, pp. 2109-2116.
    • (2009) Proc. ICCV Workshop , pp. 2109-2116
    • Turcot, P.1    Lowe, D.G.2
  • 15
    • 17144386623 scopus 로고    scopus 로고
    • Edge and corner detection by photometric quasi-invariants
    • Apr
    • J. van de Weijer and T. Gevers, "Edge and corner detection by photometric quasi-invariants," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 4, pp. 625-630, Apr. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.4 , pp. 625-630
    • Van De Weijer, J.1    Gevers, T.2
  • 17
    • 33845589301 scopus 로고    scopus 로고
    • Csift: A sift descriptor with color invariant characteristics
    • A. E. Abdel-Hakim and A. A. Farag, "CSIFT: A sift descriptor with color invariant characteristics," in Proc. CVPR, 2006, pp. 1978-1983.
    • (2006) Proc. CVPR , pp. 1978-1983
    • Abdel-Hakim, A.E.1    Farag, A.A.2
  • 18
    • 84898418894 scopus 로고    scopus 로고
    • Stable interest point detection under illumination changes using colour invariants
    • F. Faille, "Stable interest point detection under illumination changes using colour invariants," in Proc. BMVC, 2005.
    • (2005) Proc. BMVC
    • Faille, F.1
  • 19
    • 33847005074 scopus 로고    scopus 로고
    • Object tracking using color interest points
    • P. Gabriel, J.-B. Hayet, J. Piater, and J. Verly, "Object tracking using color interest points," in Proc. AVSS, 2005, pp. 159-164.
    • (2005) Proc. AVSS , pp. 159-164
    • Gabriel, P.1    Hayet, J.-B.2    Piater, J.3    Verly, J.4
  • 20
    • 84963628616 scopus 로고    scopus 로고
    • Object-based queries using color points of interest
    • V. Gouet and N. Boujemaa, "Object-based queries using color points of interest," in Proc. CVPR Workshop, 2001, pp. 30-36.
    • (2001) Proc. CVPR Workshop , pp. 30-36
    • Gouet, V.1    Boujemaa, N.2
  • 21
    • 24644467333 scopus 로고    scopus 로고
    • Differential invariants for color images
    • P. Montesinos, V. Gouet, and R. Deriche, "Differential invariants for color images," in Proc. ICPR, 1998, pp. 838-841.
    • (1998) Proc. ICPR , pp. 838-841
    • Montesinos, P.1    Gouet, V.2    Deriche, R.3
  • 22
    • 0036031473 scopus 로고    scopus 로고
    • Color interest points detector for visual information retrieval
    • J. D. Rugna and H. Konik, "Color interest points detector for visual information retrieval," in Proc. Electron. Imag., 2002, pp. 139-146.
    • (2002) Proc. Electron. Imag. , pp. 139-146
    • Rugna, J.D.1    Konik, H.2
  • 23
    • 84898023228 scopus 로고    scopus 로고
    • Extracting scale and illuminant invariant regions through color
    • R. Unnikrishnan and M. Hebert, "Extracting scale and illuminant invariant regions through color," in Proc. BMVC, 2006.
    • (2006) Proc. BMVC
    • Unnikrishnan, R.1    Hebert, M.2
  • 24
    • 35148896372 scopus 로고    scopus 로고
    • Maximally stable colour regions for recognition and matching
    • P.-E. Forssén, "Maximally stable colour regions for recognition and matching," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Forssén, P.-E.1
  • 25
    • 78149481817 scopus 로고    scopus 로고
    • The impact of color in bag-of-words based on object recognition
    • D. A. R. Vigo, F. S. Khan, J. van deWeijer, and T. Gevers, "The impact of color in bag-of-words based on object recognition," in Proc. ICPR, 2010, pp. 1549-1553.
    • (2010) Proc. ICPR , pp. 1549-1553
    • Vigo, D.A.R.1    Khan, J.2    Van DeWeijer, F.S.3    Gevers, T.4
  • 26
    • 70449572165 scopus 로고    scopus 로고
    • Lonely but attractive: Sparse color salient points for object retrieval and categorization
    • J. Stöttinger, A. Hanbury, T. Gevers, and N. Sebe, "Lonely but attractive: Sparse color salient points for object retrieval and categorization," in Proc. CVPR Workshop, 2009, pp. 1-8.
    • (2009) Proc. CVPR Workshop , pp. 1-8
    • Stöttinger, J.1    Hanbury, A.2    Gevers, T.3    Sebe, N.4
  • 27
    • 77951154854 scopus 로고    scopus 로고
    • Non-sparse multiple kernel learning for fisher discriminant analysis
    • F. Yan, J. Kittler, K. Mikolajczyk, and M. A. Tahir, "Non-sparse multiple kernel learning for fisher discriminant analysis," in Proc. ICDM, 2009, pp. 1064-1069.
    • (2009) Proc. ICDM , pp. 1064-1069
    • Yan, F.1    Kittler, J.2    Mikolajczyk, K.3    Tahir, M.A.4
  • 28
    • 51949119257 scopus 로고    scopus 로고
    • Small codes and large image databases for recognition
    • A. Torralba, R. Fergus, and Y. Weiss, "Small codes and large image databases for recognition," in Proc. CVPR, 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Torralba, A.1    Fergus, R.2    Weiss, Y.3
  • 29
    • 70350678849 scopus 로고    scopus 로고
    • Finding near-duplicate images on the web using fingerprints
    • S. H. Srinivasan and N. Sawant, "Finding near-duplicate images on the web using fingerprints," in Proc. ACM MM, 2008, pp. 881-884.
    • (2008) Proc. ACM MM , pp. 881-884
    • Srinivasan, S.H.1    Sawant, N.2
  • 30
    • 27644547620 scopus 로고    scopus 로고
    • A performance evaluation of local descriptors
    • Oct
    • K. Mikolajczyk and C. Schmid, "A performance evaluation of local descriptors," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 10, pp. 1615-1630, Oct. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.10 , pp. 1615-1630
    • Mikolajczyk, K.1    Schmid, C.2
  • 31
    • 84893405732 scopus 로고    scopus 로고
    • Data clustering: A review
    • Sep
    • A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: A review," ACM Comput. Surv., vol. 31, no. 3, pp. 264-323, Sep. 1999.
    • (1999) ACM Comput. Surv. , vol.31 , Issue.3 , pp. 264-323
    • Jain, A.K.1    Murty, M.N.2    Flynn, P.J.3
  • 32
    • 56749154105 scopus 로고    scopus 로고
    • Relevant feature selection for human pose estimation and localization in cluttered images
    • R. Okada and S. Soatto, "Relevant feature selection for human pose estimation and localization in cluttered images," in Proc. ECCV, 2008, pp. 434-445.
    • (2008) Proc. ECCV , pp. 434-445
    • Okada, R.1    Soatto, S.2
  • 33
    • 0345414043 scopus 로고    scopus 로고
    • Selection of scale-invariant parts for object class recognition
    • G. Dorko and C. Schmid, "Selection of scale-invariant parts for object class recognition," in Proc. ICCV, 2003, pp. 634-639.
    • (2003) Proc. ICCV , pp. 634-639
    • Dorko, G.1    Schmid, C.2
  • 34
    • 33745934686 scopus 로고    scopus 로고
    • Creating efficient codebooks for visual recognition
    • F. Jurie and B. Triggs, "Creating efficient codebooks for visual recognition," in Proc. ICCV, 2005, pp. 604-610.
    • (2005) Proc. ICCV , pp. 604-610
    • Jurie, F.1    Triggs, B.2
  • 36
    • 84944385809 scopus 로고    scopus 로고
    • An affine invariant interest point detector
    • K. Mikolajczyk and C. Schmid, "An affine invariant interest point detector," in Proc. ECCV, 2002, pp. 128-142.
    • (2002) Proc. ECCV , pp. 128-142
    • Mikolajczyk, K.1    Schmid, C.2
  • 37
    • 0020891393 scopus 로고
    • Scale-space filtering
    • A. P. Witkin, "Scale-space filtering," in Proc. IJCAI, 1983, pp. 1019-1022.
    • (1983) Proc. IJCAI , pp. 1019-1022
    • Witkin, A.P.1
  • 39
    • 0032209062 scopus 로고    scopus 로고
    • Feature detection with automatic scale selection
    • Nov
    • T. Lindeberg, "Feature detection with automatic scale selection," Int. J. Comput. Vis., vol. 30, no. 2, pp. 79-116, Nov. 1998.
    • (1998) Int. J. Comput. Vis. , vol.30 , Issue.2 , pp. 79-116
    • Lindeberg, T.1
  • 40
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Nov
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 41
    • 0041416425 scopus 로고    scopus 로고
    • Robust wide baseline stereo from maximally stable extremal regions
    • J. Matas, O. Chum, M. Urban, and T. Pajdla, "Robust wide baseline stereo from maximally stable extremal regions," in Proc. BMVC, 2002, pp. 384-393.
    • (2002) Proc. BMVC , pp. 384-393
    • Matas, J.1    Chum, O.2    Urban, M.3    Pajdla, T.4
  • 43
    • 0030281810 scopus 로고    scopus 로고
    • Color pyramids for image processing
    • Nov./Dec
    • H. Konik, V. Lozano, and B. Laget, "Color pyramids for image processing," J. Imag. Syst. Technol., vol. 40, no. 6, pp. 535-542, Nov./Dec. 1996.
    • (1996) J. Imag. Syst. Technol. , vol.40 , Issue.6 , pp. 535-542
    • Konik, H.1    Lozano, V.2    Laget, B.3
  • 44
    • 84957703244 scopus 로고    scopus 로고
    • Color based object recognition
    • T. Gevers and A. W. M. Smeulders, "Color based object recognition," in Proc. ICIAP, 1997, pp. 319-326.
    • (1997) Proc. ICIAP , pp. 319-326
    • Gevers, T.1    Smeulders, A.W.M.2
  • 45
    • 84944184475 scopus 로고    scopus 로고
    • Colour image retrieval and object recognition using the multimodal neighbourhood signature
    • J. Matas, D. Koubaroulis, and J. Kittler, "Colour image retrieval and object recognition using the multimodal neighbourhood signature," in Proc. ECCV, 2000, pp. 48-64.
    • (2000) Proc. ECCV , pp. 48-64
    • Matas, J.1    Koubaroulis, D.2    Kittler, J.3
  • 47
    • 0032651270 scopus 로고    scopus 로고
    • Symbolic fusion of luminance- hue-chroma features for region segmentation
    • Nov
    • P. Lambert and T. Carron, "Symbolic fusion of luminance- hue-chroma features for region segmentation," Pattern Recognit., vol. 32, no. 11, pp. 1857-1872, Nov. 1999.
    • (1999) Pattern Recognit. , vol.32 , Issue.11 , pp. 1857-1872
    • Lambert, P.1    Carron, T.2
  • 48
    • 38349035723 scopus 로고    scopus 로고
    • Constructing cylindrical coordinate colour spaces
    • Mar
    • A. Hanbury, "Constructing cylindrical coordinate colour spaces," Pattern Recognit. Lett., vol. 29, no. 4, pp. 494-500, Mar. 2008.
    • (2008) Pattern Recognit. Lett. , vol.29 , Issue.4 , pp. 494-500
    • Hanbury, A.1
  • 49
    • 0033894632 scopus 로고    scopus 로고
    • Robust recognition using eigenimages
    • Apr
    • A. Leonardis and H. Bischof, "Robust recognition using eigenimages," Comput. Vis. Image Understand., vol. 78, no. 1, pp. 99-118, Apr. 2000.
    • (2000) Comput. Vis. Image Understand. , vol.78 , Issue.1 , pp. 99-118
    • Leonardis, A.1    Bischof, H.2
  • 50
    • 0029220876 scopus 로고
    • Visual learning and recognition of 3-d objects from appearance
    • Jan
    • H. Murase and S. K. Nayar, "Visual learning and recognition of 3-D objects from appearance," Int. J. Comput. Vis., vol. 14, no. 1, pp. 5-24, Jan. 1995.
    • (1995) Int. J. Comput. Vis. , vol.14 , Issue.1 , pp. 5-24
    • Murase, H.1    Nayar, S.K.2
  • 51
    • 0034854741 scopus 로고    scopus 로고
    • Indexing based on scale invariant interest points
    • K. Mikolajczyk and C. Schmid, "Indexing based on scale invariant interest points," in Proc. ICCV, 2001, pp. 525-531.
    • (2001) Proc. ICCV , pp. 525-531
    • Mikolajczyk, K.1    Schmid, C.2
  • 52
    • 24644439288 scopus 로고    scopus 로고
    • An axiomatic approach to corner detection
    • C. Kenney, M. Zuliani, and B. Manjunath, "An axiomatic approach to corner detection," in Proc. CVPR, 2005, pp. 191-197.
    • (2005) Proc. CVPR , pp. 191-197
    • Kenney, C.1    Zuliani, M.2    Manjunath, B.3
  • 53
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • D. G. Lowe, "Object recognition from local scale-invariant features," in Proc. ICCV, 1999, vol. 2, pp. 1150-1157.
    • (1999) Proc. ICCV , vol.2 , pp. 1150-1157
    • Lowe, D.G.1
  • 56
    • 78149488214 scopus 로고    scopus 로고
    • On a quest for image descriptors based on unsupervised segmentation maps
    • P. Koniusz and K. Mikolajczyk, "On a quest for image descriptors based on unsupervised segmentation maps," in Proc. ICPR, 2010, pp. 762-765.
    • (2010) Proc. ICPR , pp. 762-765
    • Koniusz, P.1    Mikolajczyk, K.2
  • 57
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • Sep
    • K. van de Sande, T. Gevers, and C. Snoek, "Evaluating color descriptors for object and scene recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 9, pp. 1582-1596, Sep. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.9 , pp. 1582-1596
    • Van De Sande, K.1    Gevers, T.2    Snoek, C.3
  • 58
    • 70450192064 scopus 로고    scopus 로고
    • Sift-rank: Ordinal description for invariant feature correspondence
    • M. Toews and W. Wells, "SIFT-RANK: Ordinal description for invariant feature correspondence," in Proc. CVPR, 2009, pp. 172-177.
    • (2009) Proc. CVPR , pp. 172-177
    • Toews, M.1    Wells, W.2
  • 60
    • 34548574887 scopus 로고    scopus 로고
    • Surf: Speeded up robust features
    • H. Bay, T. Tuytelaars, and L. Van Gool, "SURF: Speeded up robust features," in Proc. ECCV, 2006, pp. 346-359.
    • (2006) Proc. ECCV , pp. 346-359
    • Bay, H.1    Tuytelaars, T.2    Van Gool, L.3
  • 61
    • 77949875753 scopus 로고    scopus 로고
    • Daisy: An efficient dense descriptor applied to wide baseline stereo
    • May
    • E. Tola, V. Lepetit, P. Fua, and S. Member, "Daisy: An efficient dense descriptor applied to wide baseline stereo," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 5, pp. 815-830, May 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.5 , pp. 815-830
    • Tola, E.1    Lepetit, V.2    Fua, P.3    Member, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.