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Volumn 15, Issue 3, 2018, Pages 459-463

Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model

Author keywords

Image fusion; land cover classification; multimodal latent Dirichlet allocation (mmLDA); multispectral images; synthetic aperture radar (SAR) images

Indexed keywords

IMAGE CLASSIFICATION; IMAGE FUSION; STATISTICS; SYNTHETIC APERTURE RADAR;

EID: 85041660854     PISSN: 1545598X     EISSN: 15580571     Source Type: Journal    
DOI: 10.1109/LGRS.2018.2794511     Document Type: Article
Times cited : (28)

References (16)
  • 1
    • 85042739611 scopus 로고    scopus 로고
    • ESA. (Sep.
    • ESA. (Sep. 2013) Sentinel-1 UserHandbook. [Online]. Available: https:// sentinel.esa.int/documents/247904/685163/Sentinel-1UserHandbook
    • (2013) Sentinel-1 UserHandbook
  • 2
    • 85042765943 scopus 로고    scopus 로고
    • ESA. (Jul.
    • ESA. (Jul. 2015). Sentinel-2 UserHandbook. [Online]. Available: https:// sentinel.esa.int/documents/247904/685211/Sentinel-2UserHandbook
    • (2015) Sentinel-2 UserHandbook
  • 3
    • 85010703205 scopus 로고    scopus 로고
    • GA-SVM algorithm for improving land-cover classification using SAR and optical remote sensing data
    • Mar
    • C. Sukawattanavijit, J. Chen, and H. Zhang, "GA-SVM algorithm for improving land-cover classification using SAR and optical remote sensing data," IEEE Geosci. Remote Sens. Lett., vol. 14, no. 3, pp. 284-288, Mar. 2017.
    • (2017) IEEE Geosci. Remote Sens. Lett. , vol.14 , Issue.3 , pp. 284-288
    • Sukawattanavijit, C.1    Chen, J.2    Zhang, H.3
  • 4
    • 85042787107 scopus 로고    scopus 로고
    • Feature-level image fusion for SAR and optical images
    • Dec
    • X. Wen and C. Li, "Feature-level image fusion for SAR and optical images," in Proc. ICISCE, Dec. 2012, pp. 1-4.
    • (2012) Proc. ICISCE , pp. 1-4
    • Wen, X.1    Li, C.2
  • 5
    • 84988036811 scopus 로고    scopus 로고
    • A decision fusion method for land cover classification using multi-sensor data
    • Jul
    • A. Mazher and P. Li, "A decision fusion method for land cover classification using multi-sensor data," in Proc. EORSA, Jul. 2016, pp. 145-149.
    • (2016) Proc. EORSA , pp. 145-149
    • Mazher, A.1    Li, P.2
  • 6
    • 1542287501 scopus 로고    scopus 로고
    • Modeling annotated data
    • Jul
    • D. M. Blei and M. I. Jordan, "Modeling annotated data," in Proc. ACM/SIGIR, Jul. 2003, pp. 127-134.
    • (2003) Proc. ACM/SIGIR , pp. 127-134
    • Blei, D.M.1    Jordan, M.I.2
  • 7
    • 84887345951 scopus 로고    scopus 로고
    • A thousand frames in just a few words: Lingual description of videos through latent topics and sparse object stitching
    • Jun
    • P. Das, C. Xu, R. F. Doell, and J. J. Corso, "A thousand frames in just a few words: Lingual description of videos through latent topics and sparse object stitching," in Proc. IEEE CVPR, Jun. 2013, pp. 2634-2641.
    • (2013) Proc. IEEE CVPR , pp. 2634-2641
    • Das, P.1    Xu, C.2    Doell, R.F.3    Corso, J.J.4
  • 8
  • 9
    • 67651176167 scopus 로고    scopus 로고
    • Integrating experiential and distributional data to learn semantic representations
    • M. Andrews, G. Vigliocco, and D. Vinson, "Integrating experiential and distributional data to learn semantic representations," Psychol. Rev., vol. 116, no. 3, pp. 463-498, 2009.
    • (2009) Psychol. Rev. , vol.116 , Issue.3 , pp. 463-498
    • Andrews, M.1    Vigliocco, G.2    Vinson, D.3
  • 10
    • 84906929694 scopus 로고    scopus 로고
    • A multimodal LDA model integrating textual, cognitive and visual modalities
    • Oct
    • S. Roller and S. S. I. Walde, "A multimodal LDA model integrating textual, cognitive and visual modalities," in Proc. EMNLP, Oct. 2013, pp. 1146-1157.
    • (2013) Proc. EMNLP , pp. 1146-1157
    • Roller, S.1    Walde, S.S.I.2
  • 11
    • 85028351708 scopus 로고    scopus 로고
    • Topic modelling for object-based unsupervised classification of VHR panchromatic satellite images based on multiscale image segmentation
    • Aug
    • L. Shen, L. Wu, Y. Dai, W. Qiao, and Y. Wang, "Topic modelling for object-based unsupervised classification of VHR panchromatic satellite images based on multiscale image segmentation," Remote Sens., vol. 9, no. 8, p. 840, Aug. 2017.
    • (2017) Remote Sens. , vol.9 , Issue.8 , pp. 840
    • Shen, L.1    Wu, L.2    Dai, Y.3    Qiao, W.4    Wang, Y.5
  • 12
    • 85027954537 scopus 로고    scopus 로고
    • A comparative study of bag-ofwords and bag-of-topics models of EO image patches
    • Jun
    • R. Bahmanyar, S. Cui, and M. Datcu, "A comparative study of bag-ofwords and bag-of-topics models of EO image patches," IEEE Geosci. Remote Sens. Lett., vol. 12, no. 6, pp. 1357-1361, Jun. 2015.
    • (2015) IEEE Geosci. Remote Sens. Lett. , vol.12 , Issue.6 , pp. 1357-1361
    • Bahmanyar, R.1    Cui, S.2    Datcu, M.3
  • 13
    • 85030267182 scopus 로고    scopus 로고
    • OpenStreetMap. (Jul
    • OpenStreetMap. (Jul. 2017). Planet Dump Retrieved From. [Online]. Available: http://planet.osm.org and http://www.openstreetmap.org
    • (2017) Planet Dump Retrieved from
  • 14
    • 85042796386 scopus 로고    scopus 로고
    • European-Environmental-Agency. (Jul. 2017). Urban Atlas
    • European-Environmental-Agency. (Jul. 2017). Urban Atlas. [Online]. Available: https://www.eea.europa.eu/data-and-maps/data/urban-atlas
  • 15
    • 84947999115 scopus 로고    scopus 로고
    • Remote sensing image classification: No features, no clustering
    • Nov
    • S. Cui, G. Schwarz, and M. Datcu, "Remote sensing image classification: No features, no clustering," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 8, no. 11, pp. 5158-5170, Nov. 2015.
    • (2015) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.8 , Issue.11 , pp. 5158-5170
    • Cui, S.1    Schwarz, G.2    Datcu, M.3
  • 16
    • 84864758525 scopus 로고    scopus 로고
    • Evaluation: From precision, recall and F-factor to ROC, informedness, markedness &correlation
    • Jan
    • D. M. W. Powers, "Evaluation: From precision, recall and F-factor to ROC, informedness, markedness &correlation," J. Mach. Learn. Tech., vol. 2, pp. 37-63, Jan. 2011.
    • (2011) J. Mach. Learn. Tech. , vol.2 , pp. 37-63
    • Powers, D.M.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.