{"id":3,"date":"2016-02-22T16:06:31","date_gmt":"2016-02-22T14:06:31","guid":{"rendered":"http:\/\/blog.metu.edu.tr\/ilkay\/?page_id=3"},"modified":"2024-01-26T18:46:52","modified_gmt":"2024-01-26T15:46:52","slug":"publications","status":"publish","type":"page","link":"https:\/\/blog.metu.edu.tr\/ilkay\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

For most updated list of publications: https:\/\/avesis.metu.edu.tr\/ilkay\/publications<\/a><\/strong><\/span><\/p>\n

International Journal:<\/strong><\/span><\/p>\n

1. M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Kernel Basic Thresholding Classifier, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (accepted)<\/span><\/p>\n

2. M.B. Alt\u0131noklu, I. Ulusoy, S. Tari, A probabilistic sparse skeleton based object detection. Pattern Recognition Letters,(accepted)<\/span><\/p>\n

3. V. Resoulzadeh, E.C. Erkus, T.A. Yogurt, I. Ulusoy, S. Aykan Zergero\u011flu, A Comparative Stationarity Analysis of EEG Signals, Annals of Operations Research, SI: OR in Neuroscience, pp 1-25, 2016<\/span><\/p>\n

4. M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Basic Thresholding Classifier, IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 54, no. 7, pp. 4039-4051, 2016<\/span><\/p>\n

5. M. A. Toksoz, I. Ulusoy, Classification via Ensembles of Basic Thresholding Classifiers, IET Computer Vision, Vol. 10, issue 5, pp. 433-442, 2016<\/span><\/p>\n

6. \u00c7a\u011flar Aytekin, Yousef Rezaeitabar, Sedat Dogru and \u0130lkay Ulusoy, Railway Fastener Inspection by Real-Time Machine Vision, IEEE Transactions on Systems, Man, and Cybernetics: Systems, January 2015, 45(7), 1101-1107, 10.1109\/TSMC.2014.2388435<\/span><\/p>\n

7. Yousef Rezaei Tabar and Ilkay Ulusoy, The Effect of Labeled\/Unlabeled Prior Information for Masseter Segmentation, Mathematical Problems in Engineering Volume 2013, Article ID 928469, 12 pages, http:\/\/dx.doi.org\/10.1155\/2013\/928469<\/span><\/p>\n

8. M. C. Yilmazturk, I. Ulusoy, N. K. Cicekli, Online Annotation of Faces in Personal Videos by Sequential Learning, Multimedia Tools and Applications, April 2013, Volume 63, Issue 3, pp 591-613 doi:10.1007\/s11042-011-0884-0<\/span><\/p>\n

9. Aytekin, \u00d6.; Ko\u00e7, M.; Ulusoy, \u0130., Local Primitive Pattern for the Classification of SAR Images, Geoscience and Remote Sensing, IEEE Transactions on , Volume: 51, Issue 4, Digital Object Identifier: 10.1109\/TGRS.2012.2210428 , April, 2013 , Page(s): 2431 – 2441<\/span><\/p>\n

10. O. Aytekin, A. Erener, I. Ulusoy, HSB D\u00fczg\u00fcn, Unsupervised Building Detection in Complex Urban Environments from Multi Spectral Satellite Imagery, International Journal of Remote Sensing, DOi 10.1080\/01431161.2011.606852 Vol. 33, No. 7, April 2012, 2152-2177.<\/span><\/p>\n

11. Y. Rezaeitabar, I. Ulusoy, Automatic 3D Segmentation of individual facial muscles using unlabeled prior information, International Journal of Computer Assisted Radiology and Surgery, 2012 Jan; 7(1):35-41, doi:10.1007\/s11548-011- 0567-3<\/span><\/p>\n

12. I. Ulusoy, H. Yuruk, Fusion of Complementary Information from Infrared and Visual Images for Object Detection, IET Image Processing, 2011, Vol. 5, No. 1, pp. 36-48, IEEE, February 2011, doi:10.1049\/iet-ipr.2009.0374 (Premium Award Winer, 2012)<\/span><\/p>\n

13. \u00d6. Aytekin, I. Ulusoy, Automatic Segmentation of VHR Images Using Type Information of Local Structures Acquired by Mathematical Morphology, Pattern Recognition Letters, Doi: 10.1016\/j.patrec.2011.06.024, vol. 32, issue 13, pp. 1618-1625 , October 2011<\/span><\/p>\n

14. M. Yirci, E. Akagunduz, I. Ulusoy, Anatomical and Dynamic Volume Spline Model Applied to Facial Soft Tissue, Computer Animation and Virtual Worlds, published online: 14 MAR 2011, DOI: 10.1002\/cav.386, volume 22, Issue 6, pages 543\u2013554, November\/December 2011<\/span><\/p>\n

15. E. Akagunduz, I. Ulusoy, 3D Object Recognition from Range Images Using Transform Invariant Object Representation, Electronics Letters, Vol. 46, No. 22, pp. 1499-1500, 2010, doi: 10.1049\/el.2010.1818<\/span><\/p>\n

16. I. Ulusoy, E. Akagunduz, F. Sabuncuoglu, S. Gorgulu, O. Ucok, Use of the Dynamic Volume Spline Method to Predict Facial Soft Tissue Changes Associated With Orthognathic Surgery, Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontology, Vol. 110, No. 5, pp e17-e23, 2010<\/span><\/p>\n

17. I. Ulusoy, E. Akagunduz, G.W. Weber, Inverse Solution for Parameter Estimation of a Dynamic Volume Spline Based Forehead Skin Model, Inverse Problems in Science and Engineering, 18(5), July 2010, pages 585-612<\/span><\/p>\n

18. I. Ulusoy, E. Akagunduz, 3D face detection using transform invariant features, Electronics Letters, Vol. 46, Issue 13, p.905\u2013907, June 2010, doi:10.1049\/el.2010.0132<\/span><\/p>\n

19. I. Ulusoy, E. Akagunduz, G.W. Weber, Estimation of Parameters for Dynamic Volume Spline Models, Inverse Problems in Science and Engineering, 18(4), June 2010, pages 499 – 519<\/span><\/p>\n

20. Ulusoy, I., Hancock, E.R, A Statistical Approach to Sparse Multi-scale PhaseBased Stereo, Pattern Recognition, Volume 40 , Issue 9, pp. 2504-2520, 2007.<\/span><\/p>\n

21. Ulusoy, I., Halici, U., Nalcaci, E., Anac, I., Leblebicioglu, K., Basar-Eroglu, C., Time Frequency Analysis of Visual Evoked Potentials for Inter-Hemispheric Transfer Time and Proportion of Callosal Fibers in Different Diameter, Biological Cybernetics, 90 (4), pp. 291-301, APR 2004.<\/span><\/p>\n

22. Ulusoy, I., Parnianpour, M., Berme, N., Simon, S. R., A neural network system with reinforcement learning to control a dynamic arm model, Biomedical Engineering – Applications, Basis and Communications, vol. 13, no. 3, pp. 117- 123, 2001. International Book Chapter:<\/span><\/p>\n

23. Erdem Akag\u00fcnd\u00fcz and \u0130lkay Ulusoy, 3D Object Registration and Recognition using Range Images, Object Recognition, Tam Phuong Cao, ISBN: 978-953-307- 222-7, InTech, April 2011<\/span><\/p>\n

24. Ulusoy I., Halici, U., Ana\u00e7, I., Nal\u00e7ac\u0131, E., Basar, C. E., Time Frequency Analysis of VEPs for Inter Hemispheric Transfer Time. In: Brainwaves and Mind: Recent Advances. Arikan, K., Moore, N. (Eds.). Kjellberg, Wheaton, IL, 2004, pp.47-52. Editor of a Proceedings or a Special Issue:<\/span><\/p>\n

25. One of the Editors of SSSPR, \u00c7e\u015fme, \u0130zmir, Turkey, August 2010, Lecture Notes in Computer Science Lecture Notes in Computer Science 6218<\/span><\/p>\n

26. One of the Editors of Proceedings of 22nd International Symposium on Computer and Information Sciences, Middle East Technical University, Cultural and Convention Center, Ankara, Turkey, November 7-9, 2007<\/span><\/p>\n

International Conference: <\/strong><\/span><\/p>\n

1. C. Kurt, I. Ulusoy, I. Batmaz, Image In-painting – A comparative study with related techniques, International Conference on Information Complexity and Statistical Modeling in High Dimensions with Applications, May 18-21, 2016, Nevsehir, Turkey<\/span><\/p>\n

2. O. Yardimci, I. Ulusoy, Evaluation of pre-processing, thresholding and postprocessing steps for very small target detection in infrared images. Automatic Target Recognition XXVI, SPIE Defense and Security, 17 – 21 April 2016, Baltimore, Maryland Unites States.<\/span><\/p>\n

3. I. Ulusoy, C. Kalaycioglu, V. Rasoulzadeh, Effective connectivity differences between control and dyslectic children based on DBN modeling. the 15th European Congress on Clinical Neuro-physiology, Brno, Czech Republic, (30 SEP- 3 OCT , 2015) Clinical NEurophysiology, Vol 127, Issue 3, March 2016, pp. E124<\/span><\/p>\n

4. O. Yardimci, S. Tunc, I. Ulusoy, Performance and Time Requirement Analysis of Top-Hat Transform Based Small Target Detection Algorithms, SPIE, 2015, Proc. SPIE 9476, Automatic Target Recognition XXV, 94760M (28 May 2015); doi: 10.1117\/12.2176325<\/span><\/p>\n

5. \u0130. Ulusoy, Y. Rezaeitabar, N. \u00c7i\u00e7ekli, A Tracking System for the Recognition of Long Term Events in Surveillance Videos, ICT Innovations Ohrid, Macedonia, 2014, 2014 Web Proceedings ISSN 1857-7288 \u2013Springer, Advances in Intelligent Systems and Computing Volume 311, 2015, pp 85-92<\/span><\/p>\n

6. Poyraz Hatipoglu, \u00d6rsan Aytekin, \u0130lkay Ulusoy, U\u011fur Halici, Saliency Analysis for High Resolution Satellite Images with Challenging Contents, ICT Innovations, Ohrid, Macedonia, 2014 Web Proceedings ISSN 1857-7288 \u2013Springer, Advances in Intelligent Systems and Computing, Vol. 311, pp 97-106<\/span><\/p>\n

7. K. Sahin, I. Ulusoy, Automatic Multi-Scale Segmentation of High Spatial Resolution Satellite Images Using Watersheds, IGARSS 2013, MelBourne, Australia.<\/span><\/p>\n

8. E. Sahin, I. Ulusoy, What is the Best Method for Road Extraction from High Resolution RGB Satellite Images, SPIE Security and Defense, 23 – 26 September 2013, Dresden, Germany<\/span><\/p>\n

9. U. Bayram, I. Ulusoy, N.K. Cicekli, G\u00fcvenlik Kameras\u0131 Videolar\u0131nda Hareket Tan\u0131ma i\u00e7in Cuboid ve Tracklet \u00d6zniteliklerinin Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, SIU 2013, Girne, Cyprus.<\/span><\/p>\n

10. I. Onal, et. al. A Framework For Detecting Complex Events In Surveillance Videos, 3rd IEEE International Workshop on Advances in Automated Multimedia Surveillance for Public Safety, ICME 2013<\/span><\/p>\n

11. K. Kardas, et. al. Learning Complex Event Models Using Markov Logic Networks, 3rd IEEE International Workshop on Advances in Automated Multimedia Surveillance for Public Safety, ICME 2013<\/span><\/p>\n

12. O. Aytekin, M. Koc, I. Ulusoy, A Novel Feature Extraction Method for the Classification of Sar Images, IGARSS 2012, pp. 3482-3485.<\/span><\/p>\n

13. \u00d6. Aytekin, M. Dalla Mura, I. Ulusoy, J. Atli Benediktsson, Classification of hyperspectral images based on weighted DMPS. IGARSS 2012, pp. 4154-4157.<\/span><\/p>\n

14. O. Aytekin, Y. Rezaeitabar, I. Ulusoy, VHR Image Segmentation Using Over Segmented Regions in a MRF Model, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, July 2011, pp. 613-616<\/span><\/p>\n

15. O. Aytekin, I. Ulusoy, VHR Image Segmentation Methods Based on Morphological Profiles, ESA-EUSC-JRC 2011, ESA JRC EUSC 2011 – Image Information Mining: Geospatial Intelligence from Earth Observation, Italya (Ispra), April 2011, pp. 41-44.<\/span><\/p>\n

16. G. Yaprakkaya, \u0130. Ulusoy, N. K. Cicekli, Gender and Age Group Classifications for Video Annotation, ISCIS 2010<\/span><\/p>\n

17. M. C. Y\u0131lmazt\u00fcrk, \u0130. Ulusoy, N. K. \u00c7i\u00e7ekli, Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos, ISCIS 2010<\/span><\/p>\n

18. M. Y. Kirli, I. Ulusoy, Automatic 3D Reconstruction of Underwater Scenes from Uncalibrated Video Sequences, International Unmanned Vehicles Workshop, UVW2010, June 2010, Istanbul, Turkiye<\/span><\/p>\n

19. E. Akag\u00fcnd\u00fcz, \u00d6. Eskizara, \u0130. Ulusoy, Scale-Space Approach for the Comparison of HK and SC Curvature Descriotions as Applied to Object Recognition, ICIP 2009<\/span><\/p>\n

20. E. Akag\u00fcnd\u00fcz, I. Ulusoy, Scale and Orientation Invariant 3D Interest Point Extraction Using HK Curvatures, ICCV 2009<\/span><\/p>\n

21. \u00d6. Aytekin, \u0130. Ulusoy, U. Hal\u0131c\u0131, Segmentation of High Resolution Satellite Imagery Based on Mean Shift Algorithm and Morphological Operations, SPIE Europe Remote Sensing 2009<\/span><\/p>\n

22. U. Hal\u0131c\u0131, U. Zongur, O. Aytekin, I. Ulusoy, Airport runway detection in satellite images by adaboost learning, SPIE Europe Remote Sensing 2009<\/span><\/p>\n

23. \u00d6. Aytekin, \u0130. Ulusoy, E.Z. Abac\u0131o\u011flu, E. G\u00f6k\u00e7ay, Building Detection in High Resolution Remotely Sensed Images Based on Morphological Operators, 4th International Conference on Recent Advances in Space Technologies, Space for the Developing World, RAST 2009, \u0130stanbul, Turkey, June 2009.<\/span><\/p>\n

24. \u00d6. Aytekin, A. Erener, \u0130. Ulusoy, H. \u015e. D\u00fczg\u00fcn, Automatic and Unsupervised Building Extraction in Complex Urban Environments from Multi-Spectral Satellite Imagery, 4th International Conference on Recent Advances in Space Technologies, Space for the Developing World, RAST 2009, \u0130stanbul, Turkey, June 2009.<\/span><\/p>\n

25. S. Aksoy, B. Ozdemir, S. Eckert, F. Kayitakire, M. Pesarasi, O. Aytekin, C.C. Borel, J. Cech, E. Christophe, S. Duzgun, A. Erener, K. Ertugay, E. Hussain, J. Inglada, S. Lefevre, O. Ok, D. Koc\u00b8 S. Radimsara, J. Shan, J. Soman, I. Ulusoy, R. Witz, Performance Evaluation of Building Detection and Digital Surface Model Extraction Algorithms: Outcomes of the PRRS 2008 Algorithm Performance Contest, IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008), 2008 , pp. 1-12, Dec. 2008<\/span><\/p>\n

26. Akagunduz,E., Erener, A., Ulusoy, I., Duzgun, H.S.B, Deliniation Of Slope Units Based On Scale And Resolution Invariant 3D Curvature Extraction, IGARSS 2008<\/span><\/p>\n

27. Erdem Akag\u00fcnd\u00fcz, \u0130lkay Ulusoy, “3D Object Representation Using Transform and Scale Invariant 3D Features”, Workshop on 3D Representation for Recognition (3dRR-07), ICCV 2007<\/span><\/p>\n

28. Erdem Akag\u00fcnd\u00fcz, \u0130lkay Ulusoy, \u201cExtraction of 3D Transform and Scale Invariant Patches from Range Scans\u201d 2nd Beyond Patches Workshop \u201cPatches Everywhere\u201d Workshop in conjunction with CVPR 2007.<\/span><\/p>\n

29. Erdem Akag\u00fcnd\u00fcz, \u0130lkay Ulusoy, Nesli Bozkurt, U\u011fur Hal\u0131c\u0131, \u201cA Physicallybased Facial Skin Model to Simulate Facial Expressions on Digitally Scanned 3D Models\u201d IEEE ISCIS 2007.<\/span><\/p>\n

30. Ulusoy I., Bishop C. M., Comparison of Generative and Discriminative Techniques for Object Detection and Classification, Toward Category-Level Object Recognition. LNCS, 4170, pp 173-195, 2006 (invited talk)<\/span><\/p>\n

31. Ulusoy, I., Bishop, C. M., Object recognition via local patch labelling. Deterministic And Statistical Methods In Machine Learning LNAI, 3635, pp. 1- 21, 2005. (invited talk)<\/span><\/p>\n

32. Ilkay Ulusoy and many others, The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176<\/span><\/p>\n

33. Ulusoy, I., Bishop, C. M., Generative Versus Discriminative Methods for Object Recognition, CVPR 2005.<\/span><\/p>\n

34. Ulusoy, I., Hancock, E.R., Halici, U., Probabilistic Phase Based Sparse Stereo, ICPR 2004.<\/span><\/p>\n

35. Ulusoy, I., Halici, U., Leblebicio\u011flu, K., 3D Cognitive Map Construction by Active Vision in a Virtual World. ISCIS 2004, Lecture Notes in Computer Science 3280, pp. 400-409, Springer 2004.<\/span><\/p>\n

36. Ulusoy, I., Halici, U., Active Stereo Vision for Object Recognition and Cognitive Map Formation in a Virtual World. CVPR 2003<\/span><\/p>\n

37. Ulusoy, I., Halici, U., Leblebicio\u011flu, K., Simple Object Recognition and Cognitive Map Formation Using Human-Like Vision in a Virtual World. CAMP 2003<\/span><\/p>\n

38. Ulusoy, I., Halici, U., Hancock, E. R., Disparity Using Feature Points in Multiscale. SSPR 2002, Lecture Notes in Computer Science 2396, pp. 320-328, Springer 2002.<\/span><\/p>\n

International Conference Presentation : <\/strong><\/span><\/p>\n

39. M. Onen, I. Ulusoy, A Basic Model Proposal for Memory Systems Constructed by a MATLAB Based Neural Dynamics Simulator, FENS Featured Regional Meeting 2015, 7-10 October 2015, Thessaloniki, Greece<\/span><\/p>\n

40. I. Ulusoy, C. Kalayc\u0131oglu, V. Rasoulzadeh, Effective connectivity differences between control and dyslectic children based on DBN modeling, 15th European Congress on Clinical Neurophysiology, 30 September-3 October, 2015, Brno, Czech Republic<\/span><\/p>\n

41. \u00d6. \u00dc\u00e7ok, I. Ulusoy, E. Akag\u00fcnd\u00fcz, E. Ak\u0131n, F. \u00d6rs, Semi Automatic Tool for 3D CT\/MR Segmentation of Facial Tissue Layers, 14th Congress of BaSS, 9th Scientific Congress of BgDA, Varna, Bulgaria, May 2009.<\/span><\/p>\n

42. Ulusoy, I., Tun\u00e7er, F., Erol, A., Halici, U., Hancock, E. R., Depth Perception and Navigation. NATO-ASI on Learning Theory and Practice, July 8-19 2002, K.U.Leuven, Belgium. National Journal:<\/span><\/p>\n

43. I. Ulusoy, Bilgisayarla G\u00f6rme ve \u00d6r\u00fcnt\u00fc Tan\u0131ma Konular\u0131nda Yapay Zekan\u0131n D\u00fcn\u00fc, B\u00fcg\u00fcn\u00fc, Gelece\u011fi, May\u0131s 2010, Bili\u015fim Dergisi, T\u00fcrkiye Bili\u015fim Derne\u011fi, http:\/\/www.bilisimdergisi.org\/s121\/index.asp<\/span><\/p>\n

National Conference: <\/strong><\/span><\/p>\n

1. Batuhan Akkaya, Yousef Rezaei Tabar, Fourough Gharbalchi, \u0130lkay Ulusoy, U\u011fur Hal\u0131c\u0131, Fare Y\u00fcz\u00fc G\u00f6r\u00fcnt\u00fclerinde A\u011fr\u0131 Derecelendirilmesi, B\u0130YOMUT, 2016, XX. Biyomdikal M\u00fchensli\u011fi Ulusal toplant\u0131s, Seferihisar, 3-5 Kas\u0131m<\/span><\/p>\n

2. Ekin Can Erkus, Vesal Rasoulzadeh, \u0130lkay Ulusoy, The anatomical comparison of the EEG data collected from connections obtained by Partial Directed Coherence (PDC) and Dynamic Bayesian Networks (DBN), 14. Sinirbilim Kongresi, Ankara, 2016<\/span><\/p>\n

3. M. Onen, I. Ulusoy, An Artificial Intelligence Framework Constructed with Modeled Neurons, 14. Sinirbilim Kongresi, Ankara, 2016<\/span><\/p>\n

4. Vesal Rasoulzadeh, \u0130lkay Ulusoy, Classification of dyslectic and normal readers, 14. Sinirbilim Kongresi, Ankara, 2016<\/span><\/p>\n

5. O. Yardimci, S. Tunc, I. Ulusoy, Morfolojik Operasyon \u0130le K\u00fc\u00e7\u00fck Hedef Tespiti (Small Target Detection By Morphological Operations), SIU 2015,<\/span><\/p>\n

6. U. Bayram, I. Ulusoy, N.K. Cicekli, G\u00fcvenlik Kameras\u0131 Videolar\u0131nda Hareket Tan\u0131ma i\u00e7in Cuboid ve Tracklet \u00d6zniteliklerinin Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, SIU 2013, Girne, Cyprus.<\/span><\/p>\n

7. Y. RezaeiTabar, I. Ulusoy, Y\u00fcz Yumu\u015fak Dokusunun B\u00f6l\u00fctlenmesi \u0130\u00e7in Etiketlenmi\u015f ve Etiketlenmemi\u015f \u00d6nsel Bilgi Kullan\u0131m\u0131n\u0131n Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, BIYOMUT 2012.<\/span><\/p>\n

8. O. Aytekin, I. Ulusoy, Morphological profile based segmentation for satellite images, IEEE Conference on Signal Processing and Communications Applications, April 2011, Antalya, pp. 5-8.<\/span><\/p>\n

9. \u0130lkay Ulusoy, G\u00fcvenlik ve G\u00f6zetleme Uygulamalar\u0131nda G\u00f6r\u00fcnt\u00fc \u0130\u015fleme ve \u00d6r\u00fcnt\u00fc Tan\u0131ma, Savetek 2010, Davetli konu\u015fma<\/span><\/p>\n

10. \u00d6rsan Aytekin, \u0130lkay Ulusoy, Y\u00fcksek \u00c7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc Uydu G\u00f6r\u00fcnt\u00fclerinin Otomatik B\u00f6l\u00fctlenmesi, Savtek 2010<\/span><\/p>\n

11. U\u011fur Z\u00f6ng\u00fcr, U\u011fur Hal\u0131c\u0131, \u00d6rsan Aytekin, \u0130lkay Ulusoy,Uydu G\u00f6r\u00fcnt\u00fclerinde Hava Alan\u0131 Pistlerinin Saptanmas\u0131, Savtek 2010<\/span><\/p>\n

12. Murat Yirci, \u0130lkay Ulusoy, \u00dc\u00e7 Boyutlu \u0130nsan Y\u00fcz\u00fc Modellerinin Yeniden D\u00fczenli Olarak Modellenmesi, SIU 2009<\/span><\/p>\n

13. Erdem Akag\u00fcnd\u00fcz, \u0130lkay Ulusoy, HK ve SC E\u011frilik Tan\u0131mlar\u0131n\u0131n 3B Nesne Tan\u0131ma Amac\u0131yla \u00d6l\u00e7ek Uzaylar\u0131nda Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, SIU 2009<\/span><\/p>\n

14. \u00d6mer Eskizara, Erdem Akag\u00fcnd\u00fcz, \u0130lkay Ulusoy, 3D object recognition by geometric hashing, Geometrik K\u0131y\u0131m Y\u00f6ntemi ile 3B Nesne Tan\u0131ma, SIU 2009.<\/span><\/p>\n

15. Nesli Bozkurt, Ugur Halici, \u0130lkay Ulusoy, Erdem Akag\u00fcnd\u00fcz, Y\u00fcz Taray\u0131c\u0131s\u0131 Verilerinin \u0130yile\u015ftirilmesi i\u00e7in 3B Veri \u0130\u015fleme, SIU 2009<\/span><\/p>\n

16. Adnan Kalay, \u0130lkay Ulusoy, G\u00f6r\u00fcnt\u00fc Tabanl\u0131 E\u015f Zamanl\u0131 Lokalizasyon ve Harita \u00c7\u0131karma: Mono ve Stereo SLAM, SIU 2009<\/span><\/p>\n

17. Murat Yirci, \u0130lkay Ulusoy, Poligonal Basitle\u015ftirme Algoritmalar\u0131n\u0131n Kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131, SIU 2009<\/span><\/p>\n

18. Yavuz K\u0131rl\u0131, Ilkay Ulusoy, Kalibre Edilmemi\u015f Sualt\u0131 Videosu Kullan\u0131larak 3 Boyutlu Sahne Geri \u00c7at\u0131m\u0131, SIU 2009<\/span><\/p>\n

19. Serhat Bayrak, \u0130lkay Ulusoy, Ger\u00e7ek Zamanl\u0131 G\u00f6r\u00fcnt\u00fc Sabitlemede Birle\u015fik Y\u00f6ntem, SIU 2009<\/span><\/p>\n

20. Arda Bilgin, \u0130lkay Ulusoy, Do\u011fru Derinlik B\u00f6l\u00fctlemesi \u0130\u00e7in Uygun Stereo Algoritmalar\u0131n\u0131n Se\u00e7ilmesi ve Kayna\u015ft\u0131r\u0131lmas\u0131, SIU 2009<\/span><\/p>\n

21. E. U. \u015eenses, \u0130. Ulusoy, Hizalanm\u0131\u015f \u00c7oklu Resimlerden Bulan\u0131kl\u0131k Tahmini ve S\u00fcper \u00c7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc \u0130mge Elde Etme, SIU 2009<\/span><\/p>\n

22. Ugur Halici, Egemen Agi, Canan Ozgen, Ilkay Ulusoy, Analysis and Classification of EEG Signals for Brain Computer Interfaces, ICON 2008<\/span><\/p>\n

23. Akagunduz, E., Eskizara, \u00d6., Ulusoy, I., Y\u00fcz Dokusunun Biyomekanik \u00d6zelliklerinin \u00c7\u0131kar\u0131lmas\u0131 \u0130\u00e7in \u00c7oklu Kamera Bazl\u0131 Bir Deney, BIYOMUT 2008<\/span><\/p>\n

24. Akagunduz, E., Ulusoy, I., 3B Y\u00fczlerin \u00d6l\u00e7ek ve D\u00f6n\u00fcs\u00fcmden Bag\u0131ms\u0131z \u00d6znitelikler ile G\u00f6sterilmesi, Signal Processing and Communications Applications SIU 2008<\/span><\/p>\n

25. B\u00fclent \u00dcst\u00fcn, Ugur Halici, Ilkay Ulusoy, 3B \u00c7akistirmanin Altuzay Tabanli Y\u00fcz Tanima Y\u00f6ntemlerine Etkisi, Signal Processing and Communications Applications SIU 2008<\/span><\/p>\n

26. Ahmet Oguz \u00d6zt\u00fcrk, Ugur Halici, Ilkay Ulusoy, Erdem Akag\u00fcnd\u00fcz, Stereo G\u00f6r\u00fcnt\u00fc ve Yapisal Isik Kaynagi Kullanarak 3B Y\u00fcz Geri\u00e7atimi, Signal Processing and Communications Applications SIU 2008<\/span><\/p>\n

27. Akagunduz, E., Ulusoy, I., Bozkurt, N., Hal\u0131c\u0131, U., 2.5b Verinin \u00d6l\u00e7ekten Ba\u011f\u0131ms\u0131z G\u00f6sterilmesi, Signal Processing and Communications Applications SIU 2007<\/span><\/p>\n

28. \u0130nan T., Ulusoy \u0130., Hal\u0131c\u0131 U., Probabilistic Face Pose Estimation, TAINN 2006<\/span><\/p>\n

29. Ulusoy I., Bishop C. M., Automatic Relevance Determinatin For The Estimation Of Relevant Features For Object Recognition, SIU 2006<\/span><\/p>\n

30. Buyukatalay, S.; Halicl, U.; Akagunduz, E.; Ulusoy, I.; Leblebicioglu, K.; 3D Face Modeling using Multiple Images; Signal Processing and Communications Applications, 2006 IEEE 14th 17-19 April 2006 Page(s):1 – 4 ,<\/span><\/p>\n

31. Ulusoy, I. A Generative Model for Multi Class Object Recognition and Detection. TAINN 2005.<\/span><\/p>\n

32. Ulusoy, I., Bishop, C. M., Nesne Tan\u0131ma ve Yerseme i\u00e7in \u00dcretimsel Bir Model. SIU 2005. (in Turkish)<\/span><\/p>\n

33. Halici, U., Ulusoy, I., Leblebicio\u011flu, K., Erol, A., Ongun, G., Ser\u00e7e, H., G\u00f6nder, \u00d6., \u00d6nder, M., Biyometrik sistemler: Parmakizi ve y\u00fcz tan\u0131ma. Polis Bili\u015fim 2005. (in Turkish)<\/span><\/p>\n

34. B\u00fcy\u00fckatalay, S., Akag\u00fcnd\u00fcz, E., Hal\u0131c\u0131, U., Ulusoy, I., Leblebicio\u011flu, K., 3 Boyutlu y\u00fcz modeli olu\u015fturma ve y\u00fcz ifadesi i\u00e7eren konu\u015fma canland\u0131rmas\u0131. Polis Bili\u015fim 2005. (in Turkish)<\/span><\/p>\n

35. Ulusoy, I., Hal\u0131c\u0131, U., Hancock, E. R., \u00c7oklu \u00d6l\u00e7ekli Faz Temelli Stereonun Olas\u0131l\u0131ksal Modellenmesi, S\u0130U 2004, pp. 249-252. (in Turkish)<\/span><\/p>\n

36. T\u00fcrk\u00e7e Dudak Hareketlerinin ve Y\u00fcz \u0130fadelerinin 3 Boyutlu Ortamda Benzetimi ve Bir T\u00fcrk\u00e7e Ses Makinas\u0131yla E\u015f Zamanl\u0131 Hale Getirilmesi, SIU 2004, pp. 276- 279. (in Turkish)<\/span><\/p>\n

37. Ulusoy, I., Halici, U., Hancock, E. R., Disparity Using Feature Points in Multiscale, SIU 2002, pp. 512-517. (in Turkish)<\/span><\/p>\n

38. Tuncer, F., Halici, U., Ulusoy I., Post-filtering Focus Bluring Formation Using Open GL, SIU 2002, pp. 212-215. (in Turkish)<\/span><\/p>\n

39. Colakoglu, (Ulusoy) I., Halici, U., Hancock, E. R., Disparity Using Multiscale Phase, T\u00fcrkiye\u2019de N\u00f6robilimin Bug\u00fcn\u00fc ve Gelece\u011fi, p. 26, 2001. (in Turkish)<\/span><\/p>\n

40. Colakoglu, (Ulusoy) I., Halici, U., Leblebicio\u011flu, K., Nal\u00e7ac\u0131, E., Basar, C. E., Estimation of the Number of Neuron Types Active in the Corpus Collosum Using Visual Evoked Potentials Obtained from the two Hemispheres, 8. SIU, 2000. (in Turkish)<\/span><\/p>\n

41. Ulusoy, I., Halici, U., Karakas, S., Leblebicio\u011flu, K., Atalay, V., Erzengin, U., Classification of EEG Signals of Auditory Stimulus Using Wavelet Transformation in Artificial Neural Networks, 7. SIU, pp. 386-388, 1999. (in Turkish)<\/span><\/p>\n

42. Halici, U., Leblebicio\u011flu, K., Atalay, V., Ulusoy, I., G\u00fcrses, E., Image Compression Using Fractal Estimation, 6. SIU, vol. 1, pp. 76-77, 1998. (in Turkish)<\/span><\/p>\n

National Conference Presentation: <\/strong><\/span><\/p>\n

43. Ulusoy, I., Ba\u011flant\u0131sall\u0131k Modelleme Y\u00f6ntemleri ve Dinamik Bayes\u00e7i A\u011flar, 14. Sinirbilim Kongresi, Konya, 2015<\/span><\/p>\n

Technical Report: <\/strong><\/span><\/p>\n

44. Ulusoy, I., Wang, D., Motion Perception Using Oscillatory Neuron Pools. Technical Report, The Ohio State University, Cognitive Science Department, 1996.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

For most updated list of publications: https:\/\/avesis.metu.edu.tr\/ilkay\/publications International Journal: 1. M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Kernel Basic Thresholding Classifier, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (accepted) 2. M.B. Alt\u0131noklu, I. Ulusoy, S. Tari, A probabilistic sparse skeleton based object detection. Pattern Recognition Letters,(accepted) 3. V. Resoulzadeh, E.C. Erkus, T.A.<\/p>\n

Read More…<\/a><\/div>\n","protected":false},"author":3920,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-3","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/pages\/3","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/users\/3920"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/comments?post=3"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/pages\/3\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/ilkay\/wp-json\/wp\/v2\/media?parent=3"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}