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Volumn 38, Issue 3, 2016, Pages 563-577

Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels

Author keywords

outlier detection; robust ranking; Subjective visual properties

Indexed keywords

DATA HANDLING; FORECASTING;

EID: 84962128645     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2015.2456887     Document Type: Article
Times cited : (49)

References (63)
  • 1
    • 84856671941 scopus 로고    scopus 로고
    • Annotator rationales for visual recognition
    • J. Donahue and K. Grauman, "Annotator rationales for visual recognition," in Proc. Int. Conf. Comput. Vis., 2011, pp. 1395-1402.
    • (2011) Proc. Int. Conf. Comput. Vis. , pp. 1395-1402
    • Donahue, J.1    Grauman, K.2
  • 3
    • 80052879599 scopus 로고    scopus 로고
    • High level describable attributes for predicting aesthetics and interestingness
    • S. Dhar, V. Ordonez, and T. L. Berg, "High level describable attributes for predicting aesthetics and interestingness" in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 1657-1664.
    • (2011) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 1657-1664
    • Dhar, S.1    Ordonez, V.2    Berg, T.L.3
  • 5
    • 84893344269 scopus 로고    scopus 로고
    • Understanding and predicting interestingness of videos
    • Y.-G. Jiang, Y. Wang, R. Feng, X. Xue, Y. Zheng, and H. Yang, "Understanding and predicting interestingness of videos" in Proc. AAAI, 2013, pp. 1113-1119.
    • (2013) Proc. AAAI , pp. 1113-1119
    • Jiang, Y.-G.1    Wang, Y.2    Feng, R.3    Xue, X.4    Zheng, Y.5    Yang, H.6
  • 7
    • 84883519493 scopus 로고    scopus 로고
    • Robust relative attributes for human action recognition
    • Z. Zhang, C. Wang, B. Xiao, W. Zhou, and S. Liu, "Robust relative attributes for human action recognition," in Proc. Pattern Anal. Appl., 2015, vol. 18, pp. 157-171.
    • (2015) Proc. Pattern Anal. Appl. , vol.18 , pp. 157-171
    • Zhang, Z.1    Wang, C.2    Xiao, B.3    Zhou, W.4    Liu, S.5
  • 8
    • 72449148707 scopus 로고    scopus 로고
    • Crowdsourceable QoE evalutation framework for multimedia content
    • K. Chen, C. Wu, Y. Chang, and C. Lei, "Crowdsourceable QoE evalutation framework for multimedia content," in Proc. 17th ACM Int. Conf. Multimedia, 2009, pp. 491-500.
    • (2009) Proc. 17th ACM Int. Conf. Multimedia , pp. 491-500
    • Chen, K.1    Wu, C.2    Chang, Y.3    Lei, C.4
  • 10
    • 77953642308 scopus 로고    scopus 로고
    • Efficient algorithms for ranking with svms
    • O. Chapelle and S. S. Keerthi, "Efficient algorithms for ranking with svms," Inf. Retrieval, vol. 13, pp. 201-215, 2010.
    • (2010) Inf. Retrieval , vol.13 , pp. 201-215
    • Chapelle, O.1    Keerthi, S.S.2
  • 13
    • 84898792886 scopus 로고    scopus 로고
    • Active visual recognition with expertise estimation in crowdsourcing
    • C. Long, G. Hua, and A. Kapoor, "Active visual recognition with expertise estimation in crowdsourcing," in Proc. IEEE Int. Conf. Comput. Vis., 2013, pp. 3000-3007.
    • (2013) Proc. IEEE Int. Conf. Comput. Vis. , pp. 3000-3007
    • Long, C.1    Hua, G.2    Kapoor, A.3
  • 15
    • 84898777227 scopus 로고    scopus 로고
    • Attribute adaptation for personalized image search
    • Dec.
    • A. Kovashka and K. Grauman, "Attribute adaptation for personalized image search," in Proc. IEEE Int. Conf. Comput. Vis., Dec. 2013, pp. 3432-3439.
    • (2013) Proc. IEEE Int. Conf. Comput. Vis , pp. 3432-3439
    • Kovashka, A.1    Grauman, K.2
  • 19
    • 79952775325 scopus 로고    scopus 로고
    • Statistical ranking and combinatorial hodge theory
    • X. Jiang, L.-H. Lim, Y. Yao, and Y. Ye, "Statistical ranking and combinatorial hodge theory," in Proc. Math. Program., 2011, vol. 127, no. 1, pp. 203-244.
    • (2011) Proc. Math. Program. , vol.127 , Issue.1 , pp. 203-244
    • Jiang, X.1    Lim, L.-H.2    Yao, Y.3    Ye, Y.4
  • 20
    • 85194972808 scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Roy. Statist. Soc., Series B, vol. 58, pp. 267-288, 1994.
    • (1994) J. Roy. Statist. Soc., Series B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 21
    • 34548596704 scopus 로고    scopus 로고
    • Robust estimation and wavelet thresholding in partial linear models
    • I. Gannaz, "Robust estimation and wavelet thresholding in partial linear models," Statist. Comput., vol. 17, pp. 293-310, 2007.
    • (2007) Statist. Comput. , vol.17 , pp. 293-310
    • Gannaz, I.1
  • 28
    • 84867888528 scopus 로고    scopus 로고
    • Constrained semi-supervised learning via attributes and comparative attributes
    • A. Shrivastava, S. Singh, and A. Gupta, "Constrained semi-supervised learning via attributes and comparative attributes," in Proc. 12th Eur. Conf. Comput. Vis., 2012, pp. 369-383.
    • (2012) Proc. 12th Eur. Conf. Comput. Vis. , pp. 369-383
    • Shrivastava, A.1    Singh, S.2    Gupta, A.3
  • 30
    • 84887349875 scopus 로고    scopus 로고
    • Simultaneous active learning of classifiers and attributes via relative feedback
    • A. Biswas and D. Parikh, "Simultaneous active learning of classifiers and attributes via relative feedback," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2013, pp. 644-651.
    • (2013) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 644-651
    • Biswas, A.1    Parikh, D.2
  • 32
    • 84866637964 scopus 로고    scopus 로고
    • Sun attribute database: Discovering, annotating, and recognizing scene attributes
    • G. Patterson and J. Hays, "Sun attribute database: Discovering, annotating, and recognizing scene attributes," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2012, pp. 2751-2758.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 2751-2758
    • Patterson, G.1    Hays, J.2
  • 33
    • 0001008280 scopus 로고
    • Condorcet's paradox
    • W. V. Gehrlein, "Condorcet's paradox," in Proc. Theory Dec., vol. 15, no. 2, pp. 161-197, 1983.
    • (1983) Proc. Theory Dec. , vol.15 , Issue.2 , pp. 161-197
    • Gehrlein, W.V.1
  • 34
    • 84911365890 scopus 로고    scopus 로고
    • Beyond comparing image pairs: Setwise active learning for relative attributes
    • L. Liang and K. Grauman, "Beyond comparing image pairs: Setwise active learning for relative attributes," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2014, pp. 208-215.
    • (2014) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 208-215
    • Liang, L.1    Grauman, K.2
  • 35
    • 84861158838 scopus 로고    scopus 로고
    • Hodgerank on random graphs for subjective video quality assessment
    • Jun.
    • Q. Xu, Q. Huang, T. Jiang, B. Yan, W. Lin, and Y. Yao, "Hodgerank on random graphs for subjective video quality assessment," IEEE Trans. Multimedia, vol. 14, no. 3, pp. 844-857, Jun. 2012.
    • (2012) IEEE Trans. Multimedia , vol.14 , Issue.3 , pp. 844-857
    • Xu, Q.1    Huang, Q.2    Jiang, T.3    Yan, B.4    Lin, W.5    Yao, Y.6
  • 36
    • 84871366902 scopus 로고    scopus 로고
    • Online crowdsourcing subjective image quality assessment
    • Q. Xu, Q. Huang, and Y. Yao, "Online crowdsourcing subjective image quality assessment," in Proc. 20th ACM Int. Conf. Multimedia, 2012, pp. 359-368.
    • (2012) Proc. 20th ACM Int. Conf. Multimedia , pp. 359-368
    • Xu, Q.1    Huang, Q.2    Yao, Y.3
  • 37
    • 84856631928 scopus 로고    scopus 로고
    • Object detection and segmentation from joint embedding of parts and pixels
    • M. Maire, S. X. Yu, and P. Perona, "Object detection and segmentation from joint embedding of parts and pixels," in Proc. IEEE Int. Conf. Comput. Vis., 2011, pp. 2142-2149.
    • (2011) Proc. IEEE Int. Conf. Comput. Vis. , pp. 2142-2149
    • Maire, M.1    Yu, S.X.2    Perona, P.3
  • 45
    • 84869449202 scopus 로고    scopus 로고
    • Scaled sparse linear regression
    • T. Sun and C.-H. Zhang, "Scaled sparse linear regression," Biometrika, vol. 99, no. 4, pp. 879-898, 2012.
    • (2012) Biometrika , vol.99 , Issue.4 , pp. 879-898
    • Sun, T.1    Zhang, C.-H.2
  • 46
    • 82255196005 scopus 로고    scopus 로고
    • Pivotal recovery of sparse signals via conic programming
    • A. Belloni, V. Chernozhukov, and L. Wang, "Pivotal recovery of sparse signals via conic programming," Biometrika, vol. 98, pp. 791-806, 2011.
    • (2011) Biometrika , vol.98 , pp. 791-806
    • Belloni, A.1    Chernozhukov, V.2    Wang, L.3
  • 47
    • 79960141467 scopus 로고    scopus 로고
    • Outlier detection using nonconvex penalized regression
    • Y. She and A. B. Owen, "Outlier detection using nonconvex penalized regression," J. Am. Statist. Assoc., vol. 106, pp. 626-639, 2011.
    • (2011) J. Am. Statist. Assoc. , vol.106 , pp. 626-639
    • She, Y.1    Owen, A.B.2
  • 48
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • J. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent," J. Statist. Softw., vol. 33, no. 1, pp. 1-22, 2010.
    • (2010) J. Statist. Softw. , vol.33 , Issue.1 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 49
    • 1542784498 scopus 로고    scopus 로고
    • Variable selection via nonconcave penalized likelihood and its oracle properties
    • J. Fan and R. Li, "Variable selection via nonconcave penalized likelihood and its oracle properties," J. Am. Statist. Assoc., vol. 96, pp. 1348-1360, 2001.
    • (2001) J. Am. Statist. Assoc. , vol.96 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 52
    • 33747163541 scopus 로고    scopus 로고
    • High-dimensional graphs and variable selection with the lasso
    • N. Meinshausen and P. Bühlmann, "High-dimensional graphs and variable selection with the lasso," Ann. Statist., vol. 34, pp. 1436-1462, 2006.
    • (2006) Ann. Statist. , vol.34 , pp. 1436-1462
    • Meinshausen, N.1    Bühlmann, P.2
  • 55
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, pp. 145-175, 2001.
    • (2001) Int. J. Comput. Vis. , vol.42 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 56
    • 78149281985 scopus 로고    scopus 로고
    • Age synthesis and estimation via faces: A survey
    • Nov.
    • Y. Fu, G. Guo, and T. Huang, "Age synthesis and estimation via faces: A survey," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 11, pp. 1955-1976, Nov. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.11 , pp. 1955-1976
    • Fu, Y.1    Guo, G.2    Huang, T.3
  • 58
    • 84856194352 scopus 로고    scopus 로고
    • Efficient additive kernels via explicit feature maps
    • Mar.
    • A. Vedaldi and A. Zisserman, "Efficient additive kernels via explicit feature maps," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 480-492, Mar. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.3 , pp. 480-492
    • Vedaldi, A.1    Zisserman, A.2
  • 60
    • 1342280631 scopus 로고    scopus 로고
    • Mm algorithms for generalized Bradley-Terry models
    • R. Hunter, "Mm algorithms for generalized Bradley-Terry models," The Ann. Statist., vol. 32, pp. 384-406, 2004.
    • (2004) The Ann. Statist. , vol.32 , pp. 384-406
    • Hunter, R.1
  • 62
    • 84859870166 scopus 로고    scopus 로고
    • Efficient Bayesian inference for generalized Bradley-Terry models
    • F. Caron and A. Doucet, "Efficient Bayesian inference for generalized Bradley-Terry models," J. Comput. Graph. Statist.,vol. 21, pp. 174-196, 2012.
    • (2012) J. Comput. Graph. Statist. , vol.21 , pp. 174-196
    • Caron, F.1    Doucet, A.2
  • 63
    • 81855190912 scopus 로고    scopus 로고
    • Angular embedding: A robust quadratic criterion
    • Jan.
    • S. X. Yu, "Angular embedding: A robust quadratic criterion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 1, pp. 158-173, Jan. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.1 , pp. 158-173
    • Yu, S.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.