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Volumn , Issue , 2011, Pages 3923-3926

Improving active learning methods using spatial information

Author keywords

Active learning; spatial information; support vector machines (SVMs); very high resolution (VHR) images

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING METHODS; ACTIVE-LEARNING PROCESS; CLASSIFICATION OF REMOTE SENSING IMAGE; SPATIAL DOMAINS; SPATIAL INFORMATIONS; SPECTRAL CRITERIA; TRAINING SAMPLE; VERY HIGH RESOLUTION IMAGE; VERY-HIGH-RESOLUTION (VHR) IMAGES;

EID: 80955125287     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2011.6050089     Document Type: Conference Paper
Times cited : (9)

References (12)
  • 1
    • 2942558578 scopus 로고    scopus 로고
    • Segmentation of multispectral remote sensing images using active support vector machines
    • DOI 10.1016/j.patrec.2004.03.004, PII S0167865504000704
    • P. Mitra, B. Uma Shankar, and S.K. Pal, "Segmentation of multispectral remote sensing images using active support vector machines," Pattern Recogn. Lett., vol. 25, no. 9, pp. 1067-1074, Jul. 2004. (Pubitemid 38763570)
    • (2004) Pattern Recognition Letters , vol.25 , Issue.9 , pp. 1067-1074
    • Mitra, P.1    Uma, S.B.2    Pal, S.K.3
  • 3
    • 34948851374 scopus 로고    scopus 로고
    • An adaptive SVM nearest neighbor classifier for remotely sensed imagery
    • IEEE
    • E. Blanzieri and F. Melgani, "An adaptive SVM nearest neighbor classifier for remotely sensed imagery," in Proc. IGARSS, Denver, CO, Aug. 2006, IEEE, pp. 3931-3934.
    • Proc. IGARSS, Denver, CO, Aug. 2006 , pp. 3931-3934
    • Blanzieri, E.1    Melgani, F.2
  • 4
    • 67651175884 scopus 로고    scopus 로고
    • Automatic analysis of GPR images: A pattern-recognition approach
    • Jul.
    • E. Pasolli, F. Melgani, and M. Donelli, "Automatic analysis of GPR images: A pattern-recognition approach," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 7, pp. 2206-2217, Jul. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.7 , pp. 2206-2217
    • Pasolli, E.1    Melgani, F.2    Donelli, M.3
  • 5
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • G. Schohn and D. Cohn, "Less is more: Active learning with support vector machines," in Proc. 17th ICML, Stanford, CA, 2000, pp. 839-846.
    • Proc. 17th ICML, Stanford, CA, 2000 , pp. 839-846
    • Schohn, G.1    Cohn, D.2
  • 6
    • 41549147912 scopus 로고    scopus 로고
    • An active learning approach to hyperspectral data classification
    • DOI 10.1109/TGRS.2007.910220, 4469868
    • S. Rajan, J. Ghosh, and M.M. Crawford, "An active learning approach to hyperspectral data classification," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 4, pp. 1231-1242, Apr. 2008. (Pubitemid 351459470)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.4 , pp. 1231-1242
    • Rajan, S.1    Ghosh, J.2    Crawford, M.M.3
  • 8
    • 79955522957 scopus 로고    scopus 로고
    • Support vector machine active learning through significance space construction
    • May
    • E. Pasolli, F. Melgani, and Y. Bazi, "Support vector machine active learning through significance space construction," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 431-435, May 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.3 , pp. 431-435
    • Pasolli, E.1    Melgani, F.2    Bazi, Y.3
  • 10
    • 56849127860 scopus 로고    scopus 로고
    • Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
    • Nov.
    • M. Fauvel, J.A. Benediktsson, J. Chanussot, and J.R. Sveinsson, "Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 11, pp. 3804-3814, Nov. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.11 , pp. 3804-3814
    • Fauvel, M.1    Benediktsson, J.A.2    Chanussot, J.3    Sveinsson, J.R.4
  • 11
    • 70350655559 scopus 로고    scopus 로고
    • Classification of very high spatial resolution imagery using mathematical morphology and support vector machines
    • Nov.
    • D. Tuia, F. Pacifici, M. Kanevski, and W.J. Emery, "Classification of very high spatial resolution imagery using mathematical morphology and support vector machines," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 11, pp. 3866-3879, Nov. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.11 , pp. 3866-3879
    • Tuia, D.1    Pacifici, F.2    Kanevski, M.3    Emery, W.J.4
  • 12
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • J. Cohen, "A coefficient of agreement for nominal scales.," Educational and Psychological Measurement, vol. 20, no. 1, pp. 37-46, 1960.
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.