A-Z İndeks

Prof. Dr. Yusuf Sinan AKGÜL
Bilgisayar Mühendisliği

Yusuf  Sinan AKGÜL
Telefon
(262) 605 22 21
E-Posta
akgulgtu.edu.tr
Web sayfası
http://bilmuh.gyte.edu.tr/~akgul
Ofis
A2 Blok, 204
Çalışma alanları
Bilgisayarla Görme ve Bilgisayar Grafikleri, Tıbbı görüntüleme ve görüntü işlemleme, doğal dil işleme ve üretme, makina öğrenmesi, örüntü tanıma, endüstriyel muayene
Detaylı özgeçmiş
Yusuf Sinan Akgül.pdf

Please see my lab page (http://vision.gyte.edu.tr/publications.php )for the most recent publication list

Journal Articles

  1. Ilktan Ar and Yusuf Sinan Akgul , "A Computerized Recognition System for the Home-Based Physiotherapy Exercises Using an RGBD Camera", IEEE Transactions on Neural Systems and Rehabilitation Engineering, accepted 2014, DOI 10.1109/TNSRE.2014.2326254, 
  2. Ayse Betul Oktay and Yusuf Sinan Akgül "Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs with SVM based MRF", IEEE Transactions on Biomedical Engineering, (accepted), 2013
  3. Ayse Betul Oktay and Yusuf Sinan Akgul. "Extraction of left ventricle borders with local and global priors from echocardiograms", Machine Vision and Applications 2012 DOI 10.1007/s00138-012-0458-9
  4. Ayse Betul Oktay and Yusuf Sinan Akgul, "A Modular Framework for Shape and Image PriorBased Anatomical Structure Contour Extraction",Journal of Medical and Biological Engineering, Vol 31, No 6 (2011)
  5. Aydin T and Akgul YS, "Stereo Depth Estimation Using Synchronous Optimization with Segment Based Regularization", Pattern Recognition Letters, Volume 31, Issue 15, 1 November 2010, Pages 2389-2396
  6. Sema Candemir, Yusuf Sinan Akgul, "Statistical Significance Based Graph Cut Regularization for Medical Image Segmentation", Turkish Journal Of Electrical Engineering and Computer Sciences, 2011, Volume 6753/2011, 304-313,
  7. Aydin T and Akgul YS "An occlusion insensitive adaptive focus measurement method", Optics Express, Volume: 18 Issue: 13 Pages: 14212-14224 Published: JUN 21 2010.;
  8. Ulas Vural and Yusuf Sinan Akgul. "Eye-gaze Based Real-time Surveillance Video Synopsis", the Special Issue of Pattern Recognition and Image/Video-based Pattern Analysis and HCI Applications,;doi:10.1016 /j.patrec.2009.03.002.
  9. Yusuf Sinan Akgul, Chandra Kambhamettu, and Maureen Stone, "Extraction and Tracking of The Tongue Contours", IEEE Transactions on Medical Imaging, Special Issue on Model-Based Analysis of Medical Images, Vol 18, No. 10, October 1999, 1035-1045.
  10. Yusuf Sinan Akgul and Chandra Kambhamettu, "A Coarse-to-Fine Deformable Contour Optimization Framework." IEEE Transactions on Pattern Analysis and Machine Intelligence 25(2): 174-186 (2003).

Conference Proceedings

  1. Abdullah Akay and Yusuf Sinan Akgul, "3D Reconstruction with Mirrors and RGB-D Cameras", 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, January 2014. 
  2. Samil Karahan,Yakup Genc, Yusuf Sinan Akgul, "A New 3D Line of Gaze Estimation Method with Simple Marked Targets and Glasses", 3rd International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction, ECEM, Lund, August 2013
  3. Mahmut Salih Sayar and Yusuf Sinan Akgul, "Depth From Moving Apertures", 28th International Symposium on Computer and Information Sciences (ISCIS), Paris, October 2013
  4. Ayse Betul Oktay, Nur Banu Albayrak Yusuf Sinan Akgul, "Desiccation Detection from Lumbar MR Images", IEEE 21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Girne, Northern Cyprus 2013
  5. Mustafa Coker and Yusuf Sinan Akgul, "Classification and Mass Measurement of Nuts Using X-ray Images", IEEE 21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Girne, Northern Cyprus 2013
  6. Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul "Multi-Class Regularization Parameter Learning for Graph Cut Image Segmentation", International Symposium on Biomedical Imaging Francisco, CA, USA, 2013,
  7. Ulas Vural and Yusuf Sinan Akgul. "A Machine Learning System For Human-in-the-loop Video Surveillance", 21st International Conference on Pattern Recognition, Tokyo, 2012
  8. Ilktan Ar and Yusuf Sinan Akgul. "A Monitoring System for Home-Based Physiotherapy Exercises", 27th International Symposium on Computer and Information Sciences (ISCIS), Paris, October 2012.
  9. Ilktan Ar and Yusuf Sinan Akgul. "A Framework for Combined Recognition of Actions and Objects", International Conference on Computer Vision and Graphics (ICCVG), Warsaw, September 2012.
  10. Ulas Vural, Abdullah Akay ve Yusuf Sinan Akgul, "Stereo İçin Güvenilirlik Tabanlı Çizge-Kesme Algoritması", IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Nisan 2012.
  11. Nur Banu Albayrak, Ayse Betul Oktay ve Yusuf Sinan Akgul, "Bel Omurları Arası Disklerin Yerlerinin Belirlenmesi", IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Nisan 2012.
  12. Merve Kilinc and Yusuf Sinan Akgul. "Human Age Estimation Via Geometric And Textural Features", The International Conference on Computer Vision Theory and Applications (VISAPP), Rome, February 2012.
  13. Ulas Vural and Yusuf Sinan Akgul. "Operator Attention Based Video Surveillance", The Eleventh IEEE International Workshop on Visual Surveillance, Barcelona, 2011.
  14. Ayse Betul Oktay and Yusuf Sinan Akgul, "Localization of the Lumbar Discs using Machine Learning and Exact Probabilistic Inference", MICCAI, September 2011.
  15. Alparslan Yildiz, Abdullah Akay and Yusuf Sinan Akgul, "Wii Remote Calibration Using the Sensor Bar", Second IEEE International Workshop on Computer Vision for Computer Games - CVPR, Colorado Springs,June 2011.
  16. Sema Candemir and Yusuf Akgul, "Statistical Significance Based Graph Cut Segmentation for Shrinking Bias", Int.Conf. on Image Analysis and Recognition, 2011.
  17. Alparslan Yildiz and Yusuf Akgul, "A Fast Method for Tracking People with Multiple Cameras", Third Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation, Greece, September 2010.
  18. Ayse Betul Oktay ve Yusuf Sinan Akgul, "Kalp Duvarlarının Adaboost ve Düzey Kümesi ile Bulunması", IEEE 18. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Diyarbakır, Nisan 2010.
  19. Sema Candemir, Yusuf Sinan Akgul: Adaptive Regularization Parameter for Graph Cut Segmentation. ICIAR (1) 2010: 117-126
  20. Fatih Kaleli and Yusuf Sinan Akgul. "Vision-Based Railroad Track Extraction Using Dynamic Programming", 12th Int. IEEE Conference on Intelligent Transportation Systems, 2009.
  21. Tarkan Aydin and Yusuf Sinan Akgul. "A Stereo Depth Recovery Method Using Layered Representation of the Scene", The German Association for Pattern Recognition, 2009.
  22. Alparslan Yildiz and Yusuf Sinan Akgul. "A Gradient Descent Approximation For Graph Cuts", The German Association for Pattern Recognition, 2009.
  23. Ayse Betul Oktay and Yusuf Sinan Akgul. "Echocardiographic Contour Extraction with Local and Global Priors through Boosting and Level Sets", Mathematical Methods in Biomedical Image Analysis (MMBIA), 2009.
  24. Ilktan Ar and Yusuf Sinan Akgul. "A Generic System for The Classification of Marble Tiles Using Gabor Filters", International Symposium on Computer and Information Sciences, 2008.
  25. Alpaslan Yildiz, Adem Ozgur and Yusuf Sinan Akgul. "Fast Non-Linear Video Synopsis", International Symposium on Computer and Information Sciences, 2008.
  26. Ayse Betul Oktay and Yusuf Sinan Akgul. "Prior Information Based Segmentation A 3D Level Set Surface Matching Approach", International Symposium on Computer and Information Sciences, 2008.
  27. Tarkan Aydin and Yusuf Sinan Akgul. "A New Adaptive Focus Measure for Shape From Focus", British Machine Vision Conference, 2008.
  28. Ayse Betul Oktay and Yusuf Sinan Akgul. "A Novel Level Set Based Echocardiographic
    Contour Extraction Method with Prior Knowledge", British Machine Vision Conference, 2008.
  29. Sema Candemir and Yusuf Sinan Akgul. "A Nonparametric Statistical Approach
    for Stereo Correspondence", International Symposium on Computer and Information
    Sciences, 2007.
  30. Alparslan Yildiz and Yusuf Sinan Akgul. "A Multi-View Camera System for The Generation of Real-Time Occlusion-Free Scene Video", The German Association for Pattern Recognition, 2007. (Lecture Notes in Computer Science, 2007, Vol 4713)
  31. Tarkan Aydin and Yusuf Sinan Akgul. "3D Structure Recovery From Stereo Using Synchronous Optimization Processes", British Machine Vision Conference, 2006.
  32. Ali Iskurt, Sema Candemir, Yusuf Sinan Akgul. "Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images using Level sets", International Symposium on Computer and Information Sciences, 2006. (Lecture Notes In Computer Science, 2006, Vol 4263)
  33. Ulas Vural and Yusuf Sinan Akgul. "A Multiple Graph Cut Based Approach For Stereo Analysis", The German Association for Pattern Recognition, 2006. (Lecture Notes In Computer Science, 2006, Vol 4174)
  34. Yusuf Sinan Akgul, Chandra Kambhamettu and Maureen Stone, "Analysis of The Tongue Surface Movement Using A Spatiotemporally Coherent Deformable Model", Fourth IEEE Workshop on Applications of Computer Vision, 109-114, Princeton, New Jersey, Oct. 9-21, 1998.
  35. Yusuf Sinan Akgul, Chandra Kambhamettu and Maureen Stone, "Automatic Analysis of Tongue Surface Motion from Ultrasound Images", IEEE Workshop on Biomedical Image Analysis, 126-132, Santa Barbara CA, June 26-27, 1998.
  36. Yusuf Sinan Akgul, Chandra Kambhamettu and Maureen Stone, "Extraction and Tracking of The Tongue Surface from Ultrasound Image Sequences", IEEE Conference on Computer Vision and Pattern Recognition, 298-303, Santa Barbara, CA, June 23-25 1998.
  37. Yusuf Sinan Akgul and Chandra Kambhamettu, "A Scale-Space Based Approach for Deformable Contour Optimization", Second International Conference on Scale-Space Theories in Computer Vision, 410-422, Kerkyra, Greece, September 1999. (Lecture Notes in Computer Science)
  38. Yusuf Sinan Akgul and Chandra Kambhamettu, "Recovery and Tracking of Continuous 3D Surfaces from Stereo Data Using A Deformable-Mesh", 7th IEEE International Conference on Computer Vision, 765-772, Kerkyra, Greece, September 1999.
  39. Yusuf Sinan Akgul and Chandra Kambhamettu, "A New Multi-Level Framework for Deformable Contour Optimization", IEEE Conference on Computer Vision and Pattern Recognition, II-465-470, Fort Collins, CO, June 1999.
  40. Yusuf Sinan Akgul, Chandra Kambhamettu and Maureen Stone, "A Task-Specific Contour Tracker for Ultrasound", IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MM-BIA2000), 135-141, South Carolina, June 2000.
  41. Yusuf Sinan Akgul and Chandra Kambhamettu, "Acoustic Flow and Its Applications", 20th International Symposium on Computer and Information Sciences (ISCIS 2005) (Lecture Notes in Computer Science)

Other Publications

  1. Ulas Vural and Yusuf Sinan Akgul, "A Parallel Non-Linear Surveillance
    Video Synopsis System with Operator Eye-Gaze Input",
    Video Surveillance, Weiyao Lin (Ed.), ISBN: 978-953-307-436-8, InTech, 2011.

  2. Bachelder, Ivan ; Akgul, Yusuf; Morje, Prabhav; Koljonen, Juha, "Method and Apparatus For Focusing An Optical Inspection System.", United States Patent, 6,636,298, Issued October 21, 2003, Filed December 18, 2001
  3. Akgul, Yusuf; Bachelder; Ivan, Morje; Prabhav, Koljonen; Juha, Davis; Jason, “Method for extracting features from an image using oriented filters”, United States Patent, 6,983,065, Issued January 3, 2006.
  4. Akgul; Yusuf, Bachelder; Ivan, Wagman; Adam, Davis; Jason, Koljonen;
    Juha, Morje; Prabhav, “Methods and apparatuses for detecting
    classifying and measuring spot defects in an image of an object”, United
    States Patent, 7,162,073, Issued January 9, 2007
  1. [Turkish] Ulas Vural. "Eye-Gaze Based 3D Computer Vision Applications",PhD Thesis, GIT, 2012.
  2. [Turkish] Abdullah Akay. "The Design of Stereo X-Ray Scanner and its Analysis in Computer Vision", MS Thesis, GIT, 2012.
  3. [Turkish] Merve Kilinc. "Age Estimation from Human Face Images", MS Thesis, GIT, 2012.
  4. [Turkish] Ayse Betul Oktay. "Machine Learning Based Object Localization And Contour Extraction In Medical Images With Prior Information",PhD Thesis, GIT, 2011.
  5. [Turkish] Sema Candemir. "Statistical Significance Based Computer Vision Applications",
    PhD Thesis, GIT, 2011.
  6. [Turkish] Tarkan Aydin. "Recovering 3D Structure From Images With Dual Meshes
    By Using Stereo, Focus and Defocus Information", PhD Thesis, GIT, 2011.
  7. [Turkish] Alparslan Yildiz. "A Realtime Multi-Camera System For The Generation Of Occlusion-Free Video", MS Thesis, GIT, 2009.
  8. [Turkish] Ulas Vural. "Recovery of 3D Structure Using Deformable Surfaces", MS Thesis, GIT, 2006.
  • Doktora: Ph.D. 2000, Department of Computer and Information Sciences, University of Delaware, USA
  • Yüksek lisans: M.S. 1995, Department of Computer and Information Sciences, University of Delaware, USA
  • Lisans: B.S. 1992, Department of Computer Engineering, Middle East Technical University, Turkey