Bernard Ghanem

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Bernard Ghanem

 https://orcid.org/0000-0002-5534-587X
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20052025

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  • 2016

    Intrinsic Scene Decomposition from RGB-D Images

    Hachama, M., Ghanem, B. & Wonka, P., Feb 19 2016, 2015 IEEE International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 810-818 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    35 Scopus citations

  • ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph

    Wu, B., Lyu, S. & Ghanem, B., Feb 19 2016, 2015 IEEE International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 4157-4165 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    100 Scopus citations

  • Multi-template Scale-Adaptive Kernelized Correlation Filters

    Bibi, A. & Ghanem, B., Feb 16 2016, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW). Institute of Electrical and Electronics Engineers (IEEE), p. 613-620 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    33 Scopus citations

  • Persistent Aerial Tracking system for UAVs

    Mueller, M., Sharma, G., Smith, N. & Ghanem, B., Dec 19 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE), p. 1562-1569 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    54 Scopus citations

  • The Visual Object Tracking VOT2015 Challenge Results

    Kristan, M., Matas, J., Leonardis, A., Felsberg, M., Cehovin, L., Fernandez, G., Vojir, T., Hager, G., Nebehay, G., Pflugfelder, R., Gupta, A., Bibi, A., Lukezic, A., Garcia-Martin, A., Saffari, A., Petrosino, A., Montero, A. S., Varfolomieiev, A., Baskurt, A. & Zhao, B. & 107 others, Ghanem, B., Martinez, B., Lee, B., Han, B., Wang, C., Garcia, C., Zhang, C., Schmid, C., Tao, D., Kim, D., Huang, D., Prokhorov, D., Du, D., Yeung, D.-Y., Ribeiro, E., Khan, F. S., Porikli, F., Bunyak, F., Zhu, G., Seetharaman, G., Kieritz, H., Yau, H. T., Li, H., Qi, H., Bischof, H., Possegger, H., Lee, H., Nam, H., Bogun, I., Jeong, J.-C., Cho, J.-I., Lee, J.-Y., Zhu, J., Shi, J., Li, J., Jia, J., Feng, J., Gao, J., Choi, J. Y., Kim, J.-W., Lang, J., Martinez, J. M., Choi, J., Xing, J., Xue, K., Palaniappan, K., Lebeda, K., Alahari, K., Gao, K., Yun, K., Wong, K. H., Luo, L., Ma, L., Ke, L., Wen, L., Bertinetto, L., Pootschi, M., Maresca, M., Danelljan, M., Wen, M., Zhang, M., Arens, M., Valstar, M., Tang, M., Chang, M.-C., Khan, M. H., Fan, N., Wang, N., Miksik, O., Torr, P. H. S., Wang, Q., Martin-Nieto, R., Pelapur, R., Bowden, R., Laganiere, R., Moujtahid, S., Hare, S., Hadfield, S., Lyu, S., Li, S., Zhu, S.-C., Becker, S., Duffner, S., Hicks, S. L., Golodetz, S., Choi, S., Wu, T., Mauthner, T., Pridmore, T., Hu, W., Hubner, W., Wang, X., Li, X., Shi, X., Zhao, X., Mei, X., Shizeng, Y., Hua, Y., Li, Y., Lu, Y., Li, Y., Chen, Z., Huang, Z., Chen, Z., Zhang, Z., He, Z. & Hong, Z., Feb 16 2016, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW). Institute of Electrical and Electronics Engineers (IEEE), p. 564-586 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    282 Scopus citations

  • The Visual Object Tracking VOT2016 Challenge Results

    Kristan, M., Leonardis, A., Matas, J., Felsberg, M., Pflugfelder, R., Čehovin, L., Vojír̃, T., Häger, G., Lukežič, A., Fernández, G., Gupta, A., Petrosino, A., Memarmoghadam, A., Garcia-Martin, A., Solís Montero, A., Vedaldi, A., Robinson, A., Ma, A. J., Varfolomieiev, A. & Alatan, A. & 119 others, Erdem, A., Ghanem, B., Liu, B., Han, B., Martinez, B., Chang, C.-M., Xu, C., Sun, C., Kim, D., Chen, D., Du, D., Mishra, D., Yeung, D.-Y., Gundogdu, E., Erdem, E., Khan, F., Porikli, F., Zhao, F., Bunyak, F., Battistone, F., Zhu, G., Roffo, G., Subrahmanyam, G. R. K. S., Bastos, G., Seetharaman, G., Medeiros, H., Li, H., Qi, H., Bischof, H., Possegger, H., Lu, H., Lee, H., Nam, H., Chang, H. J., Drummond, I., Valmadre, J., Jeong, J.-C., Cho, J.-I., Lee, J.-Y., Zhu, J., Feng, J., Gao, J., Choi, J. Y., Xiao, J., Kim, J.-W., Jeong, J., Henriques, J. F., Lang, J., Choi, J., Martinez, J. M., Xing, J., Gao, J., Palaniappan, K., Lebeda, K., Gao, K., Mikolajczyk, K., Qin, L., Wang, L., Wen, L., Bertinetto, L., Rapuru, M. K., Poostchi, M., Maresca, M., Danelljan, M., Mueller, M., Zhang, M., Arens, M., Valstar, M., Tang, M., Baek, M., Khan, M. H., Wang, N., Fan, N., Al-Shakarji, N., Miksik, O., Akin, O., Moallem, P., Senna, P., Torr, P. H. S., Yuen, P. C., Huang, Q., Martin-Nieto, R., Pelapur, R., Bowden, R., Laganière, R., Stolkin, R., Walsh, R., Krah, S. B., Li, S., Zhang, S., Yao, S., Hadfield, S., Melzi, S., Lyu, S., Li, S., Becker, S., Golodetz, S., Kakanuru, S., Choi, S., Hu, T., Mauthner, T., Zhang, T., Pridmore, T., Santopietro, V., Hu, W., Li, W., Hübner, W., Lan, X., Wang, X., Li, X., Li, Y., Demiris, Y., Wang, Y., Qi, Y., Yuan, Z., Cai, Z., Xu, Z., He, Z. & Chi, Z., Nov 2 2016, Computer Vision – ECCV 2016 Workshops. Springer International Publishing, p. 777-823 47 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    981 Scopus citations

  • What Makes an Object Memorable?

    Dubey, R., Peterson, J., Khosla, A., Yang, M.-H. & Ghanem, B., Feb 19 2016, 2015 IEEE International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 1089-1097 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    100 Scopus citations
  • 2015

    3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes

    Thabet, A. K., Lahoud, J., Asmar, D. & Ghanem, B., Apr 16 2015, Lecture Notes in Computer Science. Springer Nature, p. 226-241 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations

  • Action Recognition Using Discriminative Structured Trajectory Groups

    Atmosukarto, I., Ahuja, N. & Ghanem, B., Feb 24 2015, 2015 IEEE Winter Conference on Applications of Computer Vision. Institute of Electrical and Electronics Engineers (IEEE), p. 899-906 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    13 Scopus citations

  • ActivityNet: A large-scale video benchmark for human activity understanding

    Heilbron, F. C., Escorcia, V., Ghanem, B. & Niebles, J. C., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 961-970 10 p. 7298698. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1993 Scopus citations

  • Camera Motion and Surrounding Scene Appearance as Context for Action Recognition

    Heilbron, F. C., Thabet, A. K., Niebles, J. C. & Ghanem, B., Apr 17 2015, Lecture Notes in Computer Science. Springer Nature, p. 583-597 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Designing Camera Networks by Convex Quadratic Programming

    Ghanem, B., Wonka, P. & Cao, Y., Jun 22 2015, Computer Graphics Forum. Wiley, p. 69-80 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Improving head and body pose estimation through semi-supervised manifold alignment

    Heili, A., Varadarajan, J., Ghanem, B., Ahuja, N. & Odobez, J.-M., Feb 5 2015, 2014 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), p. 1912-1916 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Improving Saliency Models by Predicting Human Fixation Patches

    Dubey, R., Dave, A. & Ghanem, B., Apr 16 2015, Lecture Notes in Computer Science. Springer Nature, p. 330-345 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • l(0)TV: A New Method for Image Restoration in the Presence of Impulse Noise

    Yuan, G. & Ghanem, B., 2015, 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). IEEE, p. 5369-5377 9 p. (IEEE Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On the relationship between visual attributes and convolutional networks

    Escorcia, V., Niebles, J. C. & Ghanem, B., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1256-1264 9 p. 7298730. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    67 Scopus citations

  • Robust Manhattan Frame estimation from a single RGB-D image

    Ghanem, B., Thabet, A., Niebles, J. C. & Heilbron, F. C., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3772-3780 9 p. 7299001. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    29 Scopus citations

  • Structural Sparse Tracking

    Zhang, T., Liu, S., Xu, C., Yan, S., Ghanem, B., Ahuja, N. & Yang, M. H., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 150-158 9 p. 7298610. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    187 Scopus citations

  • Template Assembly for Detailed Urban Reconstruction

    Nan, L., Wonka, P., Ghanem, B. & Jiang, C., Jun 22 2015, Computer Graphics Forum. Wiley, p. 217-228 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    32 Scopus citations

  • ℓ0TV: A new method for image restoration in the presence of impulse noise

    Yuan, G. & Ghanem, B., Oct 15 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 5369-5377 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    65 Scopus citations
  • 2014

    A Topic Model Approach to Representing and Classifying Football Plays

    Varadarajan, J., Atmosukarto, I., Ahuja, S., Ghanem, B. & Ahuja, N., Jan 10 2014, Procedings of the British Machine Vision Conference 2013. British Machine Vision Association and Society for Pattern Recognition

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Low-Rank Sparse Coding for Image Classification

    Zhang, T., Ghanem, B., Liu, S., Xu, C. & Ahuja, N., Mar 7 2014, 2013 IEEE International Conference on Computer Vision. Institute of Electrical and Electronics Engineers (IEEE), p. 281-288 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    126 Scopus citations
  • 2013

    Automatic recognition of offensive team formation in american football plays

    Atmosukarto, I., Ghanem, B., Ahuja, S., Muthuswamy, K. & Ahuja, N., Jun 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops. Institute of Electrical and Electronics Engineers (IEEE), p. 991-998 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations

  • Object tracking by occlusion detection via structured sparse learning

    Zhang, T., Ghanem, B., Xu, C. & Ahuja, N., Jun 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops. Institute of Electrical and Electronics Engineers (IEEE), p. 1033-1040 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    35 Scopus citations
  • 2012

    Context-aware learning for automatic sports highlight recognition

    Ghanem, B., Kreidieh, M., Farra, M. & Zhang, T., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1977-1980 4 p. 6460545. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Do humans fixate on interest points?

    Dave, A., Dubey, R. & Ghanem, B., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2784-2787 4 p. 6460743. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Low-rank sparse learning for robust visual tracking

    Zhang, T., Ghanem, B., Liu, S. & Ahuja, N., 2012, Lecture Notes in Computer Science. Springer Nature, p. 470-484 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    192 Scopus citations

  • Robust multi-object tracking via cross-domain contextual information for sports video analysis

    Zhang, T., Ghanem, B. & Ahuja, N., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 985-988 4 p. 6288050. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    46 Scopus citations

  • Robust visual tracking via multi-task sparse learning

    Zhang, T., Ghanem, B., Liu, S. & Ahuja, N., Jun 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers (IEEE), p. 2042-2049 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    707 Scopus citations

  • Trajectory-based Fisher kernel representation for action recognition in videos

    Atmosukarto, I., Ghanem, B. & Ahuja, N., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3333-3336 4 p. 6460878. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Scopus citations
  • 2010

    Maximum margin distance learning for dynamic texture recognition

    Ghanem, B. & Ahuja, N., 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 2 ed. Springer Verlag, p. 223-236 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6312 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    128 Scopus citations

  • Sparse coding of linear dynamical systems with an application to dynamic texture recognition

    Ghanem, B. & Ahuja, N., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 987-990 4 p. 5595841. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations
  • 2008

    Extracting a fluid dynamic texture and the background from video

    Ghanem, B. & Ahuja, N., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587547. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Reduction of lymph tissue false positives in pulmonary embolism detection

    Ghanem, B., Liang, J., Bi, J., Salganicoff, M. & Krishnan, A., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 69151C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Segmentation-based perceptual image quality assessment (SPIQA)

    Ghanem, B., Resendiz, E. & Ahuja, N., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 393-396 4 p. 4711774. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations
  • 2006

    Phase PCA for dynamic texture video compression

    Ghanem, B. & Ahuja, N., 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. p. III425-III428 4379337. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2005

    Improving cost estimation in market-based coordination of a distributed sensing task

    Dias, M. B., Ghanem, B. & Stentz, A., 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS. p. 240-245 6 p. 1544988. (2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations