메뉴 건너뛰기




Volumn 22, Issue 11, 2013, Pages 4341-4352

Image classification via object-aware holistic superpixel selection

Author keywords

holistic superpixel selection; Image classification; object aware; region mergence

Indexed keywords

BENCHMARK DATASETS; CLASSIFICATION PERFORMANCE; CLUTTERED BACKGROUNDS; MATCHING-REGIONS; OBJECT-AWARE; ORIGINAL IMAGES; REGION MERGENCE; SUPER PIXELS;

EID: 84884555373     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2013.2272514     Document Type: Article
Times cited : (14)

References (45)
  • 1
    • 84861332162 scopus 로고    scopus 로고
    • Toward holistic scene understanding: Feedback enabled cascaded classification models
    • Jul
    • C. Li, A. Kowdle, A. Saxena, and T. Chen, "Toward holistic scene understanding: Feedback enabled cascaded classification models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 7, pp. 1394-1408, Jul. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.7 , pp. 1394-1408
    • Li, C.1    Kowdle, A.2    Saxena, A.3    Chen, T.4
  • 2
    • 84860697909 scopus 로고    scopus 로고
    • Semantic image retrieval in magnetic resonance brain volumes
    • May
    • A. Quddus and O. Basir, "Semantic image retrieval in magnetic resonance brain volumes," IEEE Trans. Inf. Technol. Biomed., vol. 16, no. 3, pp. 348-355, May 2012.
    • (2012) IEEE Trans. Inf. Technol. Biomed , vol.16 , Issue.3 , pp. 348-355
    • Quddus, A.1    Basir, O.2
  • 4
    • 84898492432 scopus 로고    scopus 로고
    • Improving spatial support for objects via multiple segmentations
    • Sep
    • T. Malisiewicz and A. A. Efros, "Improving spatial support for objects via multiple segmentations," in Proc. Brit. Mach. Vis. Conf., Sep. 2007, pp. 1-10.
    • (2007) Proc. Brit. Mach. Vis. Conf , pp. 1-10
    • Malisiewicz, T.1    Efros, A.A.2
  • 5
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • Jun
    • J. Yang, K. Yu, Y. Gong, and T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2009, pp. 1794-1801.
    • (2009) Proc IEEE Conf. Comput. Vis. Pattern Recognit , pp. 1794-1801
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 7
    • 84856626270 scopus 로고    scopus 로고
    • Modeling spatial layout with fisher vectors for image categorization
    • Nov
    • J. Krapac, J. Verbeek, F. Jurie, "Modeling spatial layout with fisher vectors for image categorization," in Proc. Int. Conf. Comput. Vis., vol. 1. Nov. 2011, pp. 1487-1494.
    • (2011) Proc. Int. Conf. Comput. Vis , vol.1 , pp. 1487-1494
    • Krapac, J.1    Verbeek, J.2    Jurie, F.3
  • 8
    • 84863044549 scopus 로고    scopus 로고
    • In defense of soft-assignment coding
    • Nov
    • L. Liu, L. Wang, and X. Liu, "In defense of soft-assignment coding," in Proc. Int. Conf. Comput. Vis., Nov. 2011, pp. 2486-2493.
    • (2011) Proc. Int. Conf. Comput. Vis , pp. 2486-2493
    • Liu, L.1    Wang, L.2    Liu, X.3
  • 9
    • 33745155436 scopus 로고    scopus 로고
    • A bayesian hierarchical model for learning natural scene categories
    • Jun
    • L. Fei-Fei and P. Perona, "A bayesian hierarchical model for learning natural scene categories," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., vol. 2. Jun. 2005, pp. 524-531.
    • (2005) Proc IEEE Conf. Comput. Vis. Pattern Recognit , vol.2 , pp. 524-531
    • Fei-Fei, L.1    Perona, P.2
  • 12
    • 84861335519 scopus 로고    scopus 로고
    • Object recognition by sequential figure-ground ranking
    • J. Carreira, F. Li, and C. Sminchisescu, "Object recognition by sequential figure-ground ranking," Int. J. Comput. Vis., vol. 98, no. 3, pp. 243-262, 2012.
    • (2012) Int. J. Comput. Vis , vol.98 , Issue.3 , pp. 243-262
    • Carreira, J.1    Li, F.2    Sminchisescu, C.3
  • 13
    • 51949086865 scopus 로고    scopus 로고
    • Does image segmentation improve object categorization
    • Univ. California, San Diego, USA, Tech. Rep. CS2007-0908 Oct
    • A. Rabinovich, A. Vedaldi, and S. Belongie, "Does image segmentation improve object categorization," Dept. Comput. Sci. Eng., Univ. California, San Diego, USA, Tech. Rep. CS2007-0908, Oct. 2007.
    • (2007) Dept. Comput. Sci. Eng
    • Rabinovich, A.1    Vedaldi, A.2    Belongie, S.3
  • 18
    • 56749164584 scopus 로고    scopus 로고
    • Object recognition by integrating multiple image segmentations
    • Oct
    • C. Pantofaru, C. Schmid, and M. Hebert, "Object recognition by integrating multiple image segmentations," in Proc. European Conf. Comput. Vis., no. 3. Oct. 2008, pp. 481-494.
    • (2008) Proc. European Conf. Comput. Vis , Issue.3 , pp. 481-494
    • Pantofaru, C.1    Schmid, C.2    Hebert, M.3
  • 19
    • 84856668103 scopus 로고    scopus 로고
    • BiCos: A bi-level cosegmentation method for image classification
    • Nov
    • Y. Chai, V. S. Lempitsky, and A. Zisserman, "BiCos: A bi-level cosegmentation method for image classification," in Proc. Int. Conf. Comput. Vis., Nov. 2011, pp. 2579-2586.
    • (2011) Proc. Int. Conf. Comput. Vis , pp. 2579-2586
    • Chai, Y.1    Lempitsky, V.S.2    Zisserman, A.3
  • 21
    • 84867845546 scopus 로고    scopus 로고
    • TriCos: A tri-level class-discriminative co-segmentation method for image classification
    • Oct
    • Y. Chai, E. Rahtu, V. S. Lempitsky, L. J. V. Gool, and A. Zisserman, "TriCos: A tri-level class-discriminative co-segmentation method for image classification," in Proc. Eur. Conf. Comput. Vis., Oct. 2012, pp. 794-807.
    • (2012) Proc. Eur. Conf. Comput. Vis , pp. 794-807
    • Chai, Y.1    Rahtu, E.2    Lempitsky, V.S.3    Gool, L.J.V.4    Zisserman, A.5
  • 22
    • 84861335581 scopus 로고    scopus 로고
    • CPMC: Automatic object segmentation using constrained parametric min-cuts
    • Jul
    • J. Carreira and C. Sminchisescu, "CPMC: Automatic object segmentation using constrained parametric min-cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 7, pp. 1312-1328, Jul. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.7 , pp. 1312-1328
    • Carreira, J.1    Sminchisescu, C.2
  • 24
    • 80052872695 scopus 로고    scopus 로고
    • Combining randomization and discrimination for fine-grained image categorization
    • Jun
    • B. Yao, A. Khosla, and F.-F. Li, "Combining randomization and discrimination for fine-grained image categorization," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2011, pp. 1577-1584.
    • (2011) Proc IEEE Conf. Comput. Vis. Pattern Recognit , pp. 1577-1584
    • Yao, B.1    Khosla, A.2    Li, F.-F.3
  • 25
  • 26
    • 56749152080 scopus 로고    scopus 로고
    • Determining patch saliency using low-level context
    • Oct
    • D. Parikh, C. L. Zitnick, and T. Chen, "Determining patch saliency using low-level context," in Proc. Eur. Conf. Comput. Vis., Oct. 2008, pp. 446-459.
    • (2008) Proc. Eur. Conf. Comput. Vis , pp. 446-459
    • Parikh, D.1    Zitnick, C.L.2    Chen, T.3
  • 29
    • 34047174674 scopus 로고    scopus 로고
    • Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
    • DOI 10.1016/j.cviu.2005.09.012, PII S1077314206001688
    • F.-F. Li, R. Fergus, and P. Perona, "Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories," Comput. Vis. Image Understand., vol. 106, no. 1, pp. 59-70, 2007. (Pubitemid 46528761)
    • (2007) Computer Vision and Image Understanding , vol.106 , Issue.1 , pp. 59-70
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 32
    • 77956510751 scopus 로고    scopus 로고
    • Improved local coordinate coding using local tangents
    • Jun
    • K. Yu and T. Zhang, "Improved local coordinate coding using local tangents," in Proc. Int. Conf. Mach. Learn., Jun. 2010, pp. 1215-1222.
    • (2010) Proc. Int. Conf. Mach. Learn , pp. 1215-1222
    • Yu, K.1    Zhang, T.2
  • 33
    • 39849102639 scopus 로고    scopus 로고
    • Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR
    • DOI 10.1111/j.1541-0420.2007.00843.x
    • H. Bondell and B. Reich, "Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with oscar," Biometrics, vol. 64, no. 1, pp. 115-123, 2008. (Pubitemid 351316873)
    • (2008) Biometrics , vol.64 , Issue.1 , pp. 115-123
    • Bondell, H.D.1    Reich, B.J.2
  • 34
    • 80053459782 scopus 로고    scopus 로고
    • Efficient sparse modeling with automatic feature grouping
    • Jun
    • W. Zhong and J. T. Kwok, "Efficient sparse modeling with automatic feature grouping," in Proc. Int. Conf. Mach. Learn., Jun. 2011, pp. 9-16.
    • (2011) Proc. Int. Conf. Mach. Learn , pp. 9-16
    • Zhong, W.1    Kwok, J.T.2
  • 35
    • 78149348137 scopus 로고    scopus 로고
    • Improving the fisher Kernel for large-scale image classification
    • Sep
    • F. Perronnin, J. Sánchez, and T. Mensink, "Improving the fisher Kernel for large-scale image classification," in Proc. Eur. Conf. Comput. Vis., Sep. 2010, pp. 143-156.
    • (2010) Proc. Eur. Conf. Comput. Vis , pp. 143-156
    • Perronnin, F.1    Sánchez, J.2    Mensink, T.3
  • 36
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 37
  • 40
    • 50949133669 scopus 로고    scopus 로고
    • Liblinear: A library for large linear classification
    • Jan
    • R. Fan, K. Chang, C. Hsieh, X. Wang, and C. Lin, "Liblinear: A library for large linear classification," J. Mach. Learn. Res., vol. 9, pp. 1871-1874, Jan. 2008.
    • (2008) J. Mach. Learn. Res , vol.9 , pp. 1871-1874
    • Fan, R.1    Chang, K.2    Hsieh, C.3    Wang, X.4    Lin, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.