Computer Vision Research Group

Journals/Books

  1. Book Chapter: Zahid Riaz, M. Saquib Sarfraz and Michael Beetz (2011) , "Towards Unconstrained Face Recognition Using 3D Face Model", in Biometric Systems, Design and Applications, ISBN: 978-953-307-542-6, InTech Publishers, Austria

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  2. Book Chapter: M. Saquib Sarfraz, Feature Extraction and Representation for face recognition, Face recognition, INTECH publishers, Austria, 2010, ISBN 978-953-307-060-5

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  3. M.S.Sarfraz, O.Hellwich, Probabilistic Learning for Fully Automatic Face Recognition across Pose , Image and Vision Computing, Vol. 28 ISSUE 5, pp. 744-753, Elsevier, 2010. (on Science Direct's top 25 hottest article's list)

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  4. Book Chapter: M.Saquib Sarfraz and Olaf Hellwich, On Head Pose Estimation in Face Recognition, J. Braz, A. Ranchordas, H. Araújo and J. Jorge Editors, Computer Graphics and Computer Vision, Theory and Applications. Lecture notes CCIS 24, pp.162-175 series, Springer, 2009.

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  5. M.S.Sarfraz, O.Hellwich, An efficient front-end facial pose estimation system for face recognition , Pattern Recognition and Image Analysis, distributed by Springer, Vol.18 (3) pp. 434-441, 2008

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  6. M.S.Khalid, M.U.Ilyas, M.S.Sarfraz, M.A.Ijaz, Bhattacharyya coefficient in correlation of gray scale objects , International Journal of multimedia, Academy publishers, Vol. 1, No.1 pp.56-61, 2006.

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  7. Conference Proceedings

  8. M. H. Khan, M.S. Sarfraz, "A Probabilistic Framework for Patch Based Vehicle Type Recognition", in International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2011), Algrave, Portugal, March 5-7, 2011

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  9. Saquib Sarfraz, Atif Shahzad, M. Adnan Elahi, M. Fraz, "Real Time Localization, Tracking and Recognition of Vehicle License Plate", in International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2011), Algrave, Portugal, March 5-7, 2011

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  10. Saquib Sarfraz, M. Fraz, "Text detection in natural scene images and videos using Local Energy based Shape Histogram features (LESH)", in International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2011), Algrave, Portugal, March 5-7, 2011

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  11. U. Iqbal, S.W. Zamir, M.H. Shahid, K. Parwaiz, M. Yasin, M.S. Sarfraz "Image Based Vehicle Type Identification" ,in IEEE International Conference on Information and Emerging Technologies (ICIET), Karachi, Pakistan 2010.

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  12. M.S. Sarfraz, A.Saeed, M. H. Khan, Bayesian Prior Models for Vehicle Make and Model Recognition ,in International Conference on Frontiers of Information Technology(FIT 2009), Pakistan, December 2009.(Best Paper Award)

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  13. Z.Riaz, C. Mayer, M.S.Sarfraz ,M. Beetz, and B. Radig, Multi Feature Fusion in Advanced Robotics Applications ,in International Conference on Frontiers of Information Technology(FIT 2009), Pakistan, December 2009

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  14. M.H. Khan, I.Kyproais, U. Khan, A Robust Background Subtraction Algorithm for Motion based Video Scene Segmentation in Embedded Platforms,in International Conference on Frontiers of Information Technology(FIT 2009), Pakistan, December 2009

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  15. Elahi M.A., Malkani Y.A.,Fraz M., Design and implementation of real time vehicle tracking system , in 2nd IEEE International Conference on Computer, Control and Communication(IEEE-IC4 2009), Pakistan, Feburary 2009.

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  16. Fraz M., Malkani Y.A., Elahi M.A., Design and implementation of real time video streaming and ROI transmission system using RTP on an embedded digital signal processing (DSP) platform , in 2nd IEEE International Conference on Computer, Control and Communication(IEEE-IC4 2009), Paksitan, Feburary 2009.

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  17. M.S.Sarfraz and O. Hellwich, Statistical Appearance Models for Automatic Pose Invariant Face Recognition , 8th IEEE Int. conference on Face and Gesture Recognition 'FG', Holland, September 2008 (top 7%, Oral). Paper selected as one of the best papers of the conference

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  18. M.S.Sarfraz and O.Hellwich, Head Pose Estimation in Face Recognition across Pose Scenarios, " in Int. Conference on Computer Vision Theory and Applications VISAPP, Vol. 1, pp. 235 -242, Portugal, 2008 (oral).(Best Paper Award)

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  19. M.S.Sarfraz and O.Hellwich, Learning Probabilistic Models for Recognizing faces under Pose Variations , in VISAPP-IMTA Workshop Image Mining, Theory and Applications, pp. 122-132, Portugal, 2008 (oral)

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  20. M.S.Sarfraz and O.Hellwich, Facial Pose Estimation for Face Recognition , In Proceedings of 7th IAPR Open German Russian workshop on Pattern Recognition and Image Analysis, Germany, 2007 (oral)

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  21. M.S.Sarfraz, M.Jäger, O.Hellwich, Performance analysis of classifiers on face recognition , 5th IEEE Advances in Cybernetics System Conference, pp. 255 -264, United Kingdom, 2006(oral)

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  22. M.S.Khalid, M.U.Ilyas, K.Mahmood, M.S.Sarfraz, M.B.Malik, Kullback-Leiber divergence measure in correlation of gray scale objects , in proceedings 2nd Int. Conference in Innovation in Information Technology IIT, U.A.E., 2005 (oral).

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  23. M.S.Khalid, M.B.Malik, M.U.Ilyas, M.S.Sarfraz, K.Mahmood, Performance of a Similarity Measure in Grayscale Image Matching , IEEE International Conference of Emerging Technologies, ICET 2005, pp 121-125; Pakistan, 2005 (oral)

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  24. M.S. Sarfraz and S.A.Khan, Adaptive Block Matching Motion Estimation Algorithm For Video With Less Complex Motion Fields , Hawaiian International Conference on Sciences, USA, 2004. (Poster)

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  25. M.S.Sarfraz and S.A.Khan, Multimedia Engineering in Video Encodings , Proceedings International Workshop on I.T Frontiers, Pakistan, 2003 (oral)

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  26. M.S. Sarfraz and S.A.Khan, A Novel Gradient based very fast Adaptive Block-Based Motion Estimation Algorithm For Low Bit Rate Video Coding , International Conference on Informatics, Cybernetics and Systems, ICICS, pp. 1213 - 1219, Taiwan, 2003 (oral)

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