Raffay Hamid

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Ph.D. Thesis

  • A Computational Framework for Unsupervised Analysis of Human Activities In Everyday Environments. Ph.D. Thesis, College of Computing, Georgia Institute Of Technology, 2008.

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Book Chapters & Journal Publications:

  • R. Hamid. Ensemble Learning Methods for Human Activity Recognition. In Ensemble Learning: Methods and Applications. Springer, New York, 2012, pp: 251--272.

     

  • R. Hamid, R. Kris, I. Essa, J. Hodgins. A Computational Framework for Sports Visualization using Multiple Cameras. Accepted for Computer Vision and Image Understanding.

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  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, C. Isbell. A Novel Sequence Representation for Unsupervised Analysis of Human Activities. Artificial Intelligence Journal 173 (14): 2009.

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  • Y. Ivanov, R. Hamid. Weighted Ensemble Boosting for Robust Activity Recognition in Video. International Journal of Machine Graphics and Vision 4(2): 2007.

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  • Dey, A., Hamid, R., Beckmann, C., Hsu, D. and Li, I. - a CAPPElla: Programming by Demonstration of Context-Aware Applications. CHI Letters 6(1): April 24-29, 2004.

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Refereed Conference & Workshop Publications:

  • D. González, R. Hamid, D. Tuia. Geospatial Correspondences for Heterogeneous Domain Adaptation. In proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR) 2016.

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    D. Kuang, A. Gittens, R. Hamid. Hardware Compliant Approximate Image Codes. In proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR) 2015.

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    L. Gueguen, R. Hamid. Large-Scale Damage Detection Using Satellite Imagery. In proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR) 2015.

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  • R. Hamid, A. Das Sarma, D. DeCoste, N. Sundaresan. Fast Approximate Matching of Videos from Hand-Held Cameras for Robust Background Subtraction. In Proceedings of IEEE Winter Conference on Applications of Computer Vision (WACV) 2015.

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  • R. Hamid, A. Gittens, Y. Xiao, D. DeCoste. Compact Random Feature Maps. In Proceedings of International Conference on Machine Learning (ICML) 2014.

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  • A. Khosla, A. Das Sarma, R. Hamid. What Makes an Image Popular? In Proceedings of International World Wide Web Conference (WWW) 2014.

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  • R. Hamid, D. Decoste, C. Lin. Dense Non-Rigid Point-Matching Using Random Pro-
    jections". In Proceedings of IEEE International Conference on Computer Vision & Pattern Recognition (CVPR) 2013.

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  • A. Khosla, R. Hamid, C. Lin, N. Sundaresan. Large-Scale Video Summarization Using Web-Image Priors. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013.

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  • A. Bhardwaj, A. Das Sarma, W. Di, R. Hamid, R. Piramuthu, N. Sundaresan. Palette Power: Enabling Visual Search through Colors. To appear in Proceedings of ACM SIGKDD Conference on Knowledge, Discovery, and Data Mining (KDD) 2013.

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  • R. Hamid, R. Kumar, M. Grundmann, K. Kim, I. Essa, J. Hodgins. Player Localization Using Multiple Static Cameras for Sports Visualization. Accepted for IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010.

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  • C. Zhang, R. Hamid, Z. Zhang. Taylor Expansion Based Classifier Adaptation: Application to Person Detection - In proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2008.

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  • R. Hamid, S. Maddi, A. Bobick, I. Essa. Structure from Statistics - Unsupervised Activity Analysis using Suffix Trees - In proceedings of International Conference on Computer Vision 2007.

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  • R. Hamid, S. Maddi, A. Bobick, I. Essa. Unsupervised Analysis of Activity Sequences Using Event Motifs - In proceedings of 4th ACM International Workshop on Video Surveillance and Sensor Networks (in conjunction with ACM Multimedia 2006).

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  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, C. Isbell. Discovery and Characterization of Activities from Event-Streams - In proceedings of UAI 2005.

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  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, C. Isbell. Unsupervised Activity Discovery and Characterization From Event-Streams - In proceedings of The Learning Workshop at Snowbird, 2005.

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  • R. Hamid, A. Johnson, S. Batta, A. Bobick, C. Isbell, G. Coleman. Detection and Explanation of Anomalous Activities: Representing Activities as Bags of Event n-Grams. In proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2005.

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  • R. Hamid, A. Bobick, A. Yezzi. Audio-Visual Flow - A Variational Approach to Multi-Modal Flow Estimation. In proceedings of 12th International Conference on Image Processing (ICIP) 2004.

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  • R. Hamid, Yan Huang, Irfan Essa. "ARGMode - Activity Recognition using Graphical Models". In proceedings of IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, held in Conjunction with the Computer Vision and Pattern Recognition Conference (CVPR) 2003.

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  • R. Hamid, A. Baloch, A. Bilal, and N. Zaffar. Object Segmentation Using Feature Based Conditional Morphology. In proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP) 2003.

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  • Amar R, Dow S, Gordon R, Hamid R, Sellers C, “Mobile ADVICE: An Accessible Device for Visually Impaired Capability Enhancement”, CHI 2003 Extended Abstract.

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