메뉴 건너뛰기




Volumn 24, Issue 5, 2013, Pages 1043-1053

Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition

Author keywords

Facade recognition; Gaussian processes; Large scale classification; Random decision forest; Scene interpretation; Semantic segmentation

Indexed keywords

DECISION FOREST; GAUSSIAN PROCESSES; LARGE SCALE CLASSIFICATIONS; SCENE INTERPRETATION; SEMANTIC SEGMENTATION;

EID: 84879554509     PISSN: 09328092     EISSN: 14321769     Source Type: Journal    
DOI: 10.1007/s00138-012-0480-y     Document Type: Article
Times cited : (13)

References (47)
  • 1
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • 1007.68152 10.1023/A:1010933404324
    • Breiman, L.: Random forests. Mach. Learn. 45(1), 5-32 (2001)
    • (2001) Mach. Learn. , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 29144453489 scopus 로고    scopus 로고
    • A unifying view of sparse approximate gaussian process regression
    • 2249877 1222.68282
    • Candela, Q.J., Rasmussen, C.E.: A unifying view of sparse approximate gaussian process regression. J. Mach. Learn. Res. 6, 1939-1959 (2005)
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 1939-1959
    • Candela, Q.J.1    Rasmussen, C.E.2
  • 5
    • 78649414696 scopus 로고    scopus 로고
    • Tree decomposition for large-scale SVM problems
    • 2738787 1242.68209
    • Chang, F., Guo, C.Y., Lin, X.R., Lu, C.J.: Tree decomposition for large-scale SVM problems. J. Mach. Learn. Res. 11, 2935-2972 (2010)
    • (2010) J. Mach. Learn. Res. , vol.11 , pp. 2935-2972
    • Chang, F.1    Guo, C.Y.2    Lin, X.R.3    Lu, C.J.4
  • 7
    • 61849183105 scopus 로고    scopus 로고
    • Bagging for gaussian process regression
    • 10.1016/j.neucom.2008.09.002
    • Chen, T., Ren, J.: Bagging for gaussian process regression. Neurocomputing 72(7-9), 1605-1610 (2009)
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1605-1610
    • Chen, T.1    Ren, J.2
  • 8
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • 10.1109/34.1000236
    • Comaniciu, D., Meer, P.: Mean shift: a robust approach toward feature space analysis. IEEE Trans. Pattern Anal. Mach. Intell. 24(5), 603-619 (2002)
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 9
    • 80052660275 scopus 로고    scopus 로고
    • An efficient approach to semantic segmentation
    • 2835049 10.1007/s11263-010-0344-8
    • Csurka, G., Perronnin, F.: An efficient approach to semantic segmentation. IJCV 95(2), 198-212 (2011)
    • (2011) IJCV , vol.95 , Issue.2 , pp. 198-212
    • Csurka, G.1    Perronnin, F.2
  • 13
    • 79959236091 scopus 로고    scopus 로고
    • Efficient gaussian process classification using random decision forests
    • 10.1134/S1054661811020337
    • Fröhlich, B., Rodner, E., Kemmler, M., Denzler, J.: Efficient gaussian process classification using random decision forests. Pattern Recogn. Image Anal. 21, 184-187 (2011)
    • (2011) Pattern Recogn. Image Anal. , vol.21 , pp. 184-187
    • Fröhlich, B.1    Rodner, E.2    Kemmler, M.3    Denzler, J.4
  • 15
    • 52449123642 scopus 로고    scopus 로고
    • Multi-class segmentation with relative location prior
    • doi: 10.1007/s11263-008-0140-x
    • Gould, S., Rodgers, J., Cohen, D., Elidan, G., Koller, D.: Multi-class segmentation with relative location prior. Int. J. Comput. Vis. 80(3), 300-316 (2008). doi: 10.1007/s11263-008-0140-x
    • (2008) Int. J. Comput. Vis. , vol.80 , Issue.3 , pp. 300-316
    • Gould, S.1    Rodgers, J.2    Cohen, D.3    Elidan, G.4    Koller, D.5
  • 16
    • 80052892113 scopus 로고    scopus 로고
    • A hierarchical conditional random field model for labeling and segmenting images of street scenes
    • IEEE, New York
    • Huang, Q.X., Han, M., Wu, B., Ioffe, S.: A hierarchical conditional random field model for labeling and segmenting images of street scenes. In: Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1953-1960. IEEE, New York (2011)
    • (2011) Conference on Computer Vision and Pattern Recognition (CVPR) , pp. 1953-1960
    • Huang, Q.X.1    Han, M.2    Wu, B.3    Ioffe, S.4
  • 18
    • 77951294698 scopus 로고    scopus 로고
    • Gaussian processes for object categorization
    • 10.1007/s11263-009-0268-3
    • Kapoor, A., Grauman, K., Urtasun, R., Darrell, T.: Gaussian processes for object categorization. Int. J. Comput. Vis. 88(2), 169-188 (2010)
    • (2010) Int. J. Comput. Vis. , vol.88 , Issue.2 , pp. 169-188
    • Kapoor, A.1    Grauman, K.2    Urtasun, R.3    Darrell, T.4
  • 25
    • 70350433513 scopus 로고    scopus 로고
    • Evaluation of structure recognition using labelled facade images
    • Ripperda, N., Brenner, C.: Evaluation of structure recognition using labelled facade images. In: Proceedings of the DAGM, pp. 532-541 (2009)
    • (2009) Proceedings of the DAGM , pp. 532-541
    • Ripperda, N.1    Brenner, C.2
  • 27
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • van de Sande, K., Gevers, T., Snoek, C.: Evaluating color descriptors for object and scene recognition. PAMI 32, 1582-1596 (2010)
    • (2010) PAMI 32 , pp. 1582-1596
    • Van De Sande, K.1    Gevers, T.2    Snoek, C.3
  • 32
    • 79953200119 scopus 로고    scopus 로고
    • Random exploration of the procedural space for single-view 3d modeling of buildings
    • 2783699 1235.68288 10.1007/s11263-010-0370-6
    • Simon, L., Teboul, O., Koutsourakis, P., Paragios, N.: Random exploration of the procedural space for single-view 3d modeling of buildings. Int. J. Comput. Vis. 93, 253-271 (2011)
    • (2011) Int. J. Comput. Vis. , vol.93 , pp. 253-271
    • Simon, L.1    Teboul, O.2    Koutsourakis, P.3    Paragios, N.4
  • 37
    • 0001224048 scopus 로고    scopus 로고
    • Sparse bayesian learning and the relevance vector machine
    • 1875838 0997.68109
    • Tipping, M.E.: Sparse bayesian learning and the relevance vector machine. J. Mach. Learn. Res. 1, 211-244 (2001)
    • (2001) J. Mach. Learn. Res. , vol.1 , pp. 211-244
    • Tipping, M.E.1
  • 38
    • 0034320395 scopus 로고    scopus 로고
    • A bayesian committee machine
    • 10.1162/089976600300014908
    • Tresp, V.: A bayesian committee machine. Neural Comput. 12, 2719-2741 (2000)
    • (2000) Neural Comput. , vol.12 , pp. 2719-2741
    • Tresp, V.1
  • 46
    • 84856682563 scopus 로고    scopus 로고
    • A hierarchical conditional random field model for labeling and classifying images of man-made scenes
    • doi: 10.1109/ICCVW.2011.6130243
    • Yang, M.Y., Forstner, W.: A hierarchical conditional random field model for labeling and classifying images of man-made scenes. In: 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), pp. 196-203 (2011). doi: 10.1109/ICCVW.2011.6130243
    • (2011) 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops) , pp. 196-203
    • Yang, M.Y.1    Forstner, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.