Publications

Publications of O. Arif

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Academic Journals

  1. O. Arif, S. Ray, P.A. Vela, J. Teizer. Potential of Time-of-Flight (TOF) Range Imaging for Object Identification and Manipulation in Construction. ASCE Journal of Computing in Civil Engineering, 28(6), 2014. (more) doi
  2. O. Arif, P.A. Vela. Kernel Map Compression for Speeding the Execution of Kernel-Based Methods. IEEE Transactions on Neural Networks, 22(6):870-879, 2011. (more) doi pdf
  3. J. Yang, O. Arif, P.A. Vela, J. Teizer, Z. Shi. Tracking Multiple Workers on Construction Situes Using Video Cameras. Advanced Engineering Informatics, 24(4):428-34, 2010. (more) doi pdf

International Conferences

  1. O. Arif, W. Daley, P.A. Vela, J. Teizer, J. Stewart. Visual Tracking and Segmentation Using Time-of-Flight Sensor. In Proceedings of the IEEE International Conference on Image Processing, Pages 2241-2244, Hong Kong, 2010. (more) doi
  2. O. Arif, P.A. Vela, W. Daley. Pre-Image Problem in Manifold Learning and Dimensional Reduction Methods. In International Conference on Machine Learning Applications, Pages 921-924, 2010. (more) doi pdf
  3. I.J. Ndiour, O. Arif, J. Teizer, P.A. Vela. A Probabilistic Observer for Visual Tracking. In Proceedings of the American Control Conference, Pages 4558-4563, 2010. (more) pdf
  4. O. Arif, J. Yang, J. Teizer, P.A. Vela. Visual Monitoring of Airport Ground Operations. In Proceedings of the Digital Avionics Systems Conference, Orlando, FL, 2009. (more) doi pdf
  5. O. Arif, P.A. Vela. Robust Density Comparison for Visual Tracking. In British Machine Vision Conference, Pages 1-6, London, UK, 2009. (more) pdf
  6. O. Arif, P.A. Vela. Kernel Covariance Image Region Description for Object Tracking. In Proceedings of the IEEE International Conference on Image Processing, Cairo, Egypt, 2009. (more)
  7. O. Arif, P.A. Vela. Non-Rigid Object Localization and Segmentation Using Eigenspace Representation. In IEEE International Conference on Computer Vision, 2009. (more) pdf
  8. O. Arif, P.A. Vela. Kernel Map Compression Using Generalized Radial Basis Functions. In IEEE International Conference on Computer Vision, 2009. (more) doi pdf
  9. O. Arif, P.A. Vela. Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-Shift. In International Conference on Machine Learning Applications, Pages 35-40, Miami, FL, 2009. (more) doi pdf

Thesis

  1. O. Arif. Robust Target Localization and Segmentation Using Statistical Methods. PhD Thesis Georgia Institute of Technology, 2010. (more) pdf

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