메뉴 건너뛰기




Volumn , Issue , 2013, Pages 2075-2082

Weakly-supervised dual clustering for image semantic segmentation

Author keywords

Image Semantic Segmentation; Weakly Supervised

Indexed keywords

DIFFERENT CLASS; DISCRIMINATIVE CLUSTERING; DISCRIMINATIVE FEATURES; DUAL CLUSTERING; IMAGE SEMANTICS; OBJECTIVE FUNCTIONS; SPECTRAL CLUSTERING; WEAKLY-SUPERVISED;

EID: 84887360062     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2013.270     Document Type: Conference Paper
Times cited : (73)

References (28)
  • 1
    • 0037686659 scopus 로고    scopus 로고
    • The concave-convex procedure
    • 1
    • R. A Yuille. The concave-convex procedure. Neural Computation, 15(4):915-936, 2003. 1
    • (2003) Neural Computation , vol.15 , Issue.4 , pp. 915-936
    • Yuille, R.A.1
  • 2
    • 84875900272 scopus 로고    scopus 로고
    • Slic superpixels compared to state-of-the-art superpixel methods
    • 5
    • R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Ssstrunk. Slic superpixels compared to state-of-the-art superpixel methods. IEEE TPAMI, 22(8):888-905, 2012. 5
    • (2012) IEEE TPAMI , vol.22 , Issue.8 , pp. 888-905
    • Achanta, R.1    Shaji, A.2    Smith, K.3    Lucchi, A.4    Fua, P.5    Ssstrunk, S.6
  • 4
    • 84866012143 scopus 로고    scopus 로고
    • Rank-loss support instance machines for miml instance annotation
    • 6, 7
    • F. Briggs, X. Z. Fern, and R. Raich. Rank-loss support instance machines for miml instance annotation. In KDD, 2012. 6, 7
    • (2012) KDD
    • Briggs, F.1    Fern, X.Z.2    Raich, R.3
  • 5
    • 85078986900 scopus 로고    scopus 로고
    • Class segmentation and object localization with superpixel neighborhoods
    • 2
    • B. Fulkerson, A. Vedaldi, and S. Soatto. Class segmentation and object localization with superpixel neighborhoods. In ICCV, 2009. 2
    • (2009) ICCV
    • Fulkerson, B.1    Vedaldi, A.2    Soatto, S.3
  • 6
    • 70450219021 scopus 로고    scopus 로고
    • Towards total scene understanding: Classification, annotation and segmentation in an automatic framework
    • 1, 2
    • L. jia Li, R. Socher, and L. Fei-fei. Towards total scene understanding: Classification, annotation and segmentation in an automatic framework. In CVPR, 2009. 1, 2
    • (2009) CVPR
    • Jia Li, L.1    Socher, R.2    Fei-Fei, L.3
  • 7
    • 84866640434 scopus 로고    scopus 로고
    • Multi-class cosegmentation
    • 2, 5, 6
    • A. Joulin, F. Bach, and J. Ponce. Multi-class cosegmentation. In CVPR, 2012. 2, 5, 6
    • (2012) CVPR
    • Joulin, A.1    Bach, F.2    Ponce, J.3
  • 8
    • 84856636112 scopus 로고    scopus 로고
    • Distributed cosegmentation via submodular optimization on anisotropic diffusion
    • 2, 6
    • G. Kim, E. P. Xing, L. Fei-Fei, and T. Kanade. Distributed cosegmentation via submodular optimization on anisotropic diffusion. In ICCV, 2011. 2, 6
    • (2011) ICCV
    • Kim, G.1    Xing, E.P.2    Fei-Fei, L.3    Kanade, T.4
  • 10
    • 85167396596 scopus 로고    scopus 로고
    • Unsupervised feature selection using nonnegative spectral analysis
    • 3
    • Z. Li, Y. Yang, J. Liu, X. Zhou, and H. Lu. Unsupervised feature selection using nonnegative spectral analysis. In AAAI, 2012. 3
    • (2012) AAAI
    • Li, Z.1    Yang, Y.2    Liu, J.3    Zhou, X.4    Lu, H.5
  • 11
    • 70450169911 scopus 로고    scopus 로고
    • Nonparametric scene parsing: Label transfer via dense scene alignment
    • 1, 5, 6, 8
    • C. Liu, J. Yuen, and A. Torralba. Nonparametric scene parsing: label transfer via dense scene alignment. In CVPR, 2009. 1, 5, 6, 8
    • (2009) CVPR
    • Liu, C.1    Yuen, J.2    Torralba, A.3
  • 12
    • 53549116749 scopus 로고    scopus 로고
    • Image annotation via graph learning
    • 2
    • J. Liu, M. Li, Q. Liu, H. Lu, and S. Ma. Image annotation via graph learning. Pattern Recognition, 42(2):218-228, 2009. 2
    • (2009) Pattern Recognition , vol.42 , Issue.2 , pp. 218-228
    • Liu, J.1    Li, M.2    Liu, Q.3    Lu, H.4    Ma, S.5
  • 13
    • 77956005230 scopus 로고    scopus 로고
    • Dual cross-media relevance model for image annotation
    • 2
    • J. Liu, B. Wang, M. Li, Z. Li,W. Ma, H. Lu, and S. Ma. Dual cross-media relevance model for image annotation. In ACM MM, 2007. 2
    • (2007) ACM MM
    • Liu, J.1    Wang, B.2    Li, M.3    Li, Z.4    Ma, W.5    Lu, H.6    Ma, S.7
  • 14
  • 16
    • 80052910929 scopus 로고    scopus 로고
    • Scale invariant cosegmentation for image groups
    • 2, 6
    • J. P. Lopamudra Mukherjee, Vikas Singh. Scale invariant cosegmentation for image groups. In CVPR, 2011. 2, 6
    • (2011) CVPR
    • Lopamudra Mukherjee, J.P.1    Singh, V.2
  • 17
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • 5
    • D. G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60:91-110, 2004. 5
    • (2004) IJCV , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 19
    • 77953225585 scopus 로고    scopus 로고
    • Associative hierarchical crfs for object class image segmentation
    • 2
    • C. Russell, P. H. S. Torr, and P. Kohli. Associative hierarchical crfs for object class image segmentation. In ICCV, 2009. 2
    • (2009) ICCV
    • Russell, C.1    Torr, P.H.S.2    Kohli, P.3
  • 20
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • 3
    • J. Shi and J. Malik. Normalized cuts and image segmentation. IEEE TPAMI, 22(8):888-905, 2000. 3
    • (2000) IEEE TPAMI , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 21
    • 58149151266 scopus 로고    scopus 로고
    • Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling texture, layout, and context
    • 2, 5, 6, 8
    • J. Shotton, J. Winn, C. Rother, and A. Criminisi. Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling texture, layout, and context. IJCV, 81:2-23, 2009. 2, 5, 6, 8
    • (2009) IJCV , vol.81 , pp. 2-23
    • Shotton, J.1    Winn, J.2    Rother, C.3    Criminisi, A.4
  • 22
    • 77955998009 scopus 로고    scopus 로고
    • Connecting modalities: Semisupervised segmentation and annotation of images using unaligned text corpora
    • 1, 2
    • R. Socher and L. Fei-fei. Connecting modalities: Semisupervised segmentation and annotation of images using unaligned text corpora. In CVPR, 2010. 1, 2
    • (2010) CVPR
    • Socher, R.1    Fei-Fei, L.2
  • 23
    • 77955885915 scopus 로고    scopus 로고
    • Inferring semantic concepts from community-contributed images and noisy tags
    • 2
    • J. Tang, S. Yan, R. Hong, G.-J. Qi, and T.-S. Chua. Inferring semantic concepts from community-contributed images and noisy tags. In ACM MM, 2009. 2
    • (2009) ACM MM
    • Tang, J.1    Yan, S.2    Hong, R.3    Qi, G.-J.4    Chua, T.-S.5
  • 24
    • 80053447695 scopus 로고    scopus 로고
    • Superparsing: Scalable nonparametric image parsing with superpixels
    • 6, 8
    • J. Tighe and S. Lazebnik. Superparsing: Scalable nonparametric image parsing with superpixels. In ECCV, 2010. 6, 8
    • (2010) ECCV
    • Tighe, J.1    Lazebnik, S.2
  • 25
    • 77955986468 scopus 로고    scopus 로고
    • Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning
    • 1, 6, 7
    • A. Vezhnevets and J. M. Buhmann. Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning. In CVPR, 2010. 1, 6, 7
    • (2010) CVPR
    • Vezhnevets, A.1    Buhmann, J.M.2
  • 26
    • 84856684049 scopus 로고    scopus 로고
    • Weakly supervised semantic segmentation with a multi-image model
    • 1, 2, 6, 7, 8
    • A. Vezhnevets, V. Ferrari, and J. Buhmann. Weakly supervised semantic segmentation with a multi-image model. In ICCV, 2011. 1, 2, 6, 7, 8
    • (2011) ICCV
    • Vezhnevets, A.1    Ferrari, V.2    Buhmann, J.3
  • 27
    • 84866684103 scopus 로고    scopus 로고
    • Weakly supervised structured output learning for semantic segmentation
    • 1, 2, 6, 8
    • A. Vezhnevets, V. Ferrari, and J. M. Buhmann. Weakly supervised structured output learning for semantic segmentation. In CVPR, 2012. 1, 2, 6, 8
    • (2012) CVPR
    • Vezhnevets, A.1    Ferrari, V.2    Buhmann, J.M.3
  • 28
    • 80052904929 scopus 로고    scopus 로고
    • Tag localization with spatial correlations and joint group sparsity
    • 2
    • Y. Yang, Y. Yang, Z. Huang, H. T. Shen, and F. Nie. Tag localization with spatial correlations and joint group sparsity. In CVPR, 2011. 2
    • (2011) CVPR
    • Yang, Y.1    Yang, Y.2    Huang, Z.3    Shen, H.T.4    Nie, F.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.