메뉴 건너뛰기




Volumn 5, Issue 6, 2014, Pages 511-520

A new committee-based active learning (CBAL) approach to hyperspectral remote sensing data classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); IMAGE RECONSTRUCTION; LAKES; SUPPORT VECTOR MACHINES;

EID: 84904597606     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2014.928423     Document Type: Article
Times cited : (5)

References (13)
  • 3
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • doi:10.1023/A:1007330508534
    • New York: ACM. Freund, Y., H. Seung, E. Shamir, and N. Tishby. 1997. "Selective Sampling Using the Query by Committee Algorithm." Machine Learning 28: 133-168.doi:10.1023/A:1007330508534.
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 4
    • 84872922940 scopus 로고    scopus 로고
    • Spectral-spatial classification of hyperspectral data using loopy belief propagation and active learning
    • doi:10.1109/TGRS.2012.2205263
    • Li, J., J. M. Bioucas-Dias, and A. Plaza. 2013. "Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning." IEEE Transactions on Geoscience and Remote Sensing 51 (2): 844-856.doi:10.1109/TGRS.2012.2205263.
    • (2013) IEEE Transactions on Geoscience and Remote Sensing , vol.51 , Issue.2 , pp. 844-856
    • Li, J.1    Bioucas-Dias, J.M.2    Plaza, A.3
  • 5
    • 84892437309 scopus 로고    scopus 로고
    • SVM active learning approach for image classification using spatial information
    • doi:10.1109/TGRS.2013.2258676
    • Pasolli, E., F. Melgani, D. Tuia, F. Pacifici, and W. J. Emery. 2014. "SVM Active Learning Approach for Image Classification Using Spatial Information." IEEE Transactions on Geoscience and Remote Sensing 52 (4): 2217-2233.doi:10.1109/TGRS.2013.2258676.
    • (2014) IEEE Transactions on Geoscience and Remote Sensing , vol.52 , Issue.4 , pp. 2217-2233
    • Pasolli, E.1    Melgani, F.2    Tuia, D.3    Pacifici, F.4    Emery, W.J.5
  • 7
    • 68949137209 scopus 로고    scopus 로고
    • Technical Report. Madison: University of Wisconsin-Madison
    • Settles, B. 2010. Active Learning Literature Survey. Technical Report. Madison: University of Wisconsin-Madison.
    • (2010) Active Learning Literature Survey
    • Settles, B.1
  • 8
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S., and D. Koller. 2002. "Support Vector Machine Active Learning with Applications to Text Classification." The Journal of Machine Learning Research 2: 45-66.
    • (2002) The Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 10
    • 79957456032 scopus 로고    scopus 로고
    • A survey of active learning algorithms for supervised remote sensing image classification
    • doi:10.1109/JSTSP.2011.2139193. Xu, J., R
    • Tuia, D., M. Volpi, L. Copa, M. Kanevski, and J. Munoz-Mari. 2011. "A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification." IEEE Journal of Selected Topics in Signal Processing 5 (3): 606-617.doi:10.1109/JSTSP.2011.2139193. Xu, J., R.
    • (2011) IEEE Journal of Selected Topics in Signal Processing , vol.5 , Issue.3 , pp. 606-617
    • Tuia, D.1    Volpi, M.2    Copa, L.3    Kanevski, M.4    Munoz-Mari, J.5
  • 11
    • 84896833622 scopus 로고    scopus 로고
    • Patch-Based Active Learning (PTAL) for Spectral-spatial classification on hyperspectral data
    • doi:10.1080/01431161.2013.879349
    • Hang, and Q. Liu. 2014. "Patch-Based Active Learning (PTAL) for Spectral-Spatial Classification on Hyperspectral Data." International Journal of Remote Sensing 35 (5): 1846-1875. doi:10.1080/01431161.2013.879349.
    • (2014) International Journal of Remote Sensing , vol.35 , Issue.5 , pp. 1846-1875
    • Hang1    Liu, Q.2
  • 12
    • 77956708689 scopus 로고    scopus 로고
    • Semi-supervised learning by disagreement
    • doi:10.1007/s10115-009-0209-z
    • Zhou, Z., and M. Li. 2010. "Semi-Supervised Learning by Disagreement." Knowledge and Information Systems 24 (3): 415-439.doi:10.1007/s10115-009-0209-z.
    • (2010) Knowledge and Information Systems , vol.24 , Issue.3 , pp. 415-439
    • Zhou, Z.1    Li, M.2
  • 13
    • 77951175098 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • University of Wisconsin-Madison
    • Zhu, X. 2006. "Semi-Supervised Learning Literature Survey." Computer Science, University of Wisconsin-Madison 2: 3.
    • (2006) Computer Science , vol.2 , pp. 3
    • Zhu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.