메뉴 건너뛰기




Volumn 20, Issue 3, 2004, Pages 171-178

SOM ensemble-based image segmentation

Author keywords

Ensemble learning; Image segmentation; Neural network ensemble; Neural networks; SOM; Unsupervised learning

Indexed keywords

COLOR; IMAGE ANALYSIS; LEARNING SYSTEMS; NEURAL NETWORKS; OPTICAL RESOLVING POWER; SELF ORGANIZING MAPS; VECTORS;

EID: 10844279814     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11063-004-2022-8     Document Type: Article
Times cited : (95)

References (17)
  • 2
    • 0032092871 scopus 로고    scopus 로고
    • Quantitative evaluation of color image segmentation results
    • Borsotti, M., Campadelli, P. and Schettini, R.: Quantitative evaluation of color image segmentation results, Pattern Recognit. Lett. 19(8) (1998), 741-747.
    • (1998) Pattern Recognit. Lett. , vol.19 , Issue.8 , pp. 741-747
    • Borsotti, M.1    Campadelli, P.2    Schettini, R.3
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors, Machine Learning 24(2) (1996), 123-140.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0035546355 scopus 로고    scopus 로고
    • Color image segmentation: Advances and prospects
    • Cheng, H. D., Jiang, X. H., Sun, Y. and Wang, J.: Color image segmentation: advances and prospects, Pattern Recognit. 34(12) (2001), 2259-2281.
    • (2001) Pattern Recognit. , vol.34 , Issue.12 , pp. 2259-2281
    • Cheng, H.D.1    Jiang, X.H.2    Sun, Y.3    Wang, J.4
  • 6
    • 0012834533 scopus 로고    scopus 로고
    • Why so many clustering algorithms - A position paper
    • Estivill-Castro, V: Why so many clustering algorithms - a position paper, SIGKDD Explorations, 4(1) (2002), 65-75.
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 65-75
    • Estivill-Castro, V.1
  • 8
    • 0344576506 scopus 로고    scopus 로고
    • SOM based image segmentation
    • G. Wang, Q. Liu, Y. Yao and A. Skowron (eds.), Springer: Berlin
    • Jiang, Y. Chen, K. -J. and Zhou, Z. -H.: SOM based image segmentation, in: G. Wang, Q. Liu, Y. Yao and A. Skowron (eds.), Lecture Notes in Artificial Intelligence, Vol. 2639, pp. 640-643, Springer: Berlin, 2003.
    • (2003) Lecture Notes in Artificial Intelligence , vol.2639 , pp. 640-643
    • Jiang, Y.1    Chen, K.J.2    Zhou, Z.H.3
  • 9
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen, T.: Self-organized formation of topologically correct feature maps, Biol. Cybernet. 43(1) (1982), 59-69.
    • (1982) Biol. Cybernet. , vol.43 , Issue.1 , pp. 59-69
    • Kohonen, T.1
  • 11
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • G. Tesauro, D.S. Touretzky and T. K. Leen (eds.), MIT Press: Cambridge, MA
    • Krogh, A. and Vedelsby, J.: Neural network ensembles, cross validation, and active learning, in G. Tesauro, D.S. Touretzky and T. K. Leen (eds.), Advances in Neural Information Processing Systems 7, pp. 231-238, MIT Press: Cambridge, MA, 1995.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 13
    • 0032137724 scopus 로고    scopus 로고
    • Color image segmentation based on 3-D clustering: Morphological approach
    • Park, S. H., Yun, I. D. and Lee, S. U.: Color image segmentation based on 3-D clustering: morphological approach, Pattern Recognit., 31(8) (1998), 1061-1076.
    • (1998) Pattern Recognit. , vol.31 , Issue.8 , pp. 1061-1076
    • Park, S.H.1    Yun, I.D.2    Lee, S.U.3
  • 14
    • 0035158660 scopus 로고    scopus 로고
    • Image segmentation using probabilistic fuzzy C-means clustering
    • Thessaloniki, Greece
    • Pham, T. D.: Image segmentation using probabilistic fuzzy C-means clustering. Proceedings of the IEEE International Conference on Image Processing. Vol. 1, pp. 722-725. Thessaloniki, Greece, 2001.
    • (2001) Proceedings of the IEEE International Conference on Image Processing , vol.1 , pp. 722-725
    • Pham, T.D.1
  • 16
    • 10844251715 scopus 로고    scopus 로고
    • Clusterer ensemble
    • AI Lab, Computer Science and Technology Department, Nanjing University, China, Sept.
    • Zhou, Z. -H. and Tang, W: Clusterer ensemble, Technical Report, AI Lab, Computer Science and Technology Department, Nanjing University, China, Sept. 2002.
    • (2002) Technical Report
    • Zhou, Z.H.1    Tang, W.2
  • 17
    • 8344279588 scopus 로고    scopus 로고
    • Selective ensemble of decision trees
    • G. Wang, Q. Liu, Y. Yao and A. Skowron (eds.), Springer: Berlin
    • Zhou, Z. -H. and Tang, W: Selective ensemble of decision trees, in G. Wang, Q. Liu, Y. Yao and A. Skowron (eds.), Lecture Notes in Artificial Intelligence, Vol. 2639, pp. 476-483, Springer: Berlin, 2003.
    • (2003) Lecture Notes in Artificial Intelligence , vol.2639 , pp. 476-483
    • Zhou, Z.H.1    Tang, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.