Publications

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. Altınoklu, I. Ulusoy, S. Tari, A probabilistic sparse skeleton based object detection. Pattern Recognition Letters,(accepted)

3. V. Resoulzadeh, E.C. Erkus, T.A. Yogurt, I. Ulusoy, S. Aykan Zergeroğlu, A Comparative Stationarity Analysis of EEG Signals, Annals of Operations Research, SI: OR in Neuroscience, pp 1-25, 2016

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

5. M. A. Toksoz, I. Ulusoy, Classification via Ensembles of Basic Thresholding Classifiers, IET Computer Vision, Vol. 10, issue 5, pp. 433-442, 2016

6. Çağlar Aytekin, Yousef Rezaeitabar, Sedat Dogru and İlkay 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

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

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

9. Aytekin, Ö.; Koç, M.; Ulusoy, İ., 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

10. O. Aytekin, A. Erener, I. Ulusoy, HSB Düzgün, 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.

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

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)

13. Ö. 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

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 543–554, November/December 2011

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

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

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

18. I. Ulusoy, E. Akagunduz, 3D face detection using transform invariant features, Electronics Letters, Vol. 46, Issue 13, p.905–907, June 2010, doi:10.1049/el.2010.0132

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

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.

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.

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:

23. Erdem Akagündüz and İlkay Ulusoy, 3D Object Registration and Recognition using Range Images, Object Recognition, Tam Phuong Cao, ISBN: 978-953-307- 222-7, InTech, April 2011

24. Ulusoy I., Halici, U., Anaç, I., Nalçacı, 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:

25. One of the Editors of SSSPR, Çeşme, İzmir, Turkey, August 2010, Lecture Notes in Computer Science Lecture Notes in Computer Science 6218

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

International Conference:

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

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.

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

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

5. İ. Ulusoy, Y. Rezaeitabar, N. Çiçekli, A Tracking System for the Recognition of Long Term Events in Surveillance Videos, ICT Innovations Ohrid, Macedonia, 2014, 2014 Web Proceedings ISSN 1857-7288 –Springer, Advances in Intelligent Systems and Computing Volume 311, 2015, pp 85-92

6. Poyraz Hatipoglu, Örsan Aytekin, İlkay Ulusoy, Uğur Halici, Saliency Analysis for High Resolution Satellite Images with Challenging Contents, ICT Innovations, Ohrid, Macedonia, 2014 Web Proceedings ISSN 1857-7288 –Springer, Advances in Intelligent Systems and Computing, Vol. 311, pp 97-106

7. K. Sahin, I. Ulusoy, Automatic Multi-Scale Segmentation of High Spatial Resolution Satellite Images Using Watersheds, IGARSS 2013, MelBourne, Australia.

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

9. U. Bayram, I. Ulusoy, N.K. Cicekli, Güvenlik Kamerası Videolarında Hareket Tanıma için Cuboid ve Tracklet Özniteliklerinin Karşılaştırılması, SIU 2013, Girne, Cyprus.

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

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

12. O. Aytekin, M. Koc, I. Ulusoy, A Novel Feature Extraction Method for the Classification of Sar Images, IGARSS 2012, pp. 3482-3485.

13. Ö. Aytekin, M. Dalla Mura, I. Ulusoy, J. Atli Benediktsson, Classification of hyperspectral images based on weighted DMPS. IGARSS 2012, pp. 4154-4157.

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

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.

16. G. Yaprakkaya, İ. Ulusoy, N. K. Cicekli, Gender and Age Group Classifications for Video Annotation, ISCIS 2010

17. M. C. Yılmaztürk, İ. Ulusoy, N. K. Çiçekli, Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos, ISCIS 2010

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

19. E. Akagündüz, Ö. Eskizara, İ. Ulusoy, Scale-Space Approach for the Comparison of HK and SC Curvature Descriotions as Applied to Object Recognition, ICIP 2009

20. E. Akagündüz, I. Ulusoy, Scale and Orientation Invariant 3D Interest Point Extraction Using HK Curvatures, ICCV 2009

21. Ö. Aytekin, İ. Ulusoy, U. Halıcı, Segmentation of High Resolution Satellite Imagery Based on Mean Shift Algorithm and Morphological Operations, SPIE Europe Remote Sensing 2009

22. U. Halıcı, U. Zongur, O. Aytekin, I. Ulusoy, Airport runway detection in satellite images by adaboost learning, SPIE Europe Remote Sensing 2009

23. Ö. Aytekin, İ. Ulusoy, E.Z. Abacıoğlu, E. Gökçay, 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, İstanbul, Turkey, June 2009.

24. Ö. Aytekin, A. Erener, İ. Ulusoy, H. Ş. Düzgün, 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, İstanbul, Turkey, June 2009.

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¸ 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

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

27. Erdem Akagündüz, İlkay Ulusoy, “3D Object Representation Using Transform and Scale Invariant 3D Features”, Workshop on 3D Representation for Recognition (3dRR-07), ICCV 2007

28. Erdem Akagündüz, İlkay Ulusoy, “Extraction of 3D Transform and Scale Invariant Patches from Range Scans” 2nd Beyond Patches Workshop “Patches Everywhere” Workshop in conjunction with CVPR 2007.

29. Erdem Akagündüz, İlkay Ulusoy, Nesli Bozkurt, Uğur Halıcı, “A Physicallybased Facial Skin Model to Simulate Facial Expressions on Digitally Scanned 3D Models” IEEE ISCIS 2007.

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)

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)

32. Ilkay Ulusoy and many others, The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176

33. Ulusoy, I., Bishop, C. M., Generative Versus Discriminative Methods for Object Recognition, CVPR 2005.

34. Ulusoy, I., Hancock, E.R., Halici, U., Probabilistic Phase Based Sparse Stereo, ICPR 2004.

35. Ulusoy, I., Halici, U., Leblebicioğlu, 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.

36. Ulusoy, I., Halici, U., Active Stereo Vision for Object Recognition and Cognitive Map Formation in a Virtual World. CVPR 2003

37. Ulusoy, I., Halici, U., Leblebicioğlu, K., Simple Object Recognition and Cognitive Map Formation Using Human-Like Vision in a Virtual World. CAMP 2003

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.

International Conference Presentation :

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

40. I. Ulusoy, C. Kalaycıoglu, 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

41. Ö. Üçok, I. Ulusoy, E. Akagündüz, E. Akın, F. Örs, 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.

42. Ulusoy, I., Tunçer, 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:

43. I. Ulusoy, Bilgisayarla Görme ve Örüntü Tanıma Konularında Yapay Zekanın Dünü, Bügünü, Geleceği, Mayıs 2010, Bilişim Dergisi, Türkiye Bilişim Derneği, http://www.bilisimdergisi.org/s121/index.asp

National Conference:

1. Batuhan Akkaya, Yousef Rezaei Tabar, Fourough Gharbalchi, İlkay Ulusoy, Uğur Halıcı, Fare Yüzü Görüntülerinde Ağrı Derecelendirilmesi, BİYOMUT, 2016, XX. Biyomdikal Mühensliği Ulusal toplantıs, Seferihisar, 3-5 Kasım

2. Ekin Can Erkus, Vesal Rasoulzadeh, İlkay 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

3. M. Onen, I. Ulusoy, An Artificial Intelligence Framework Constructed with Modeled Neurons, 14. Sinirbilim Kongresi, Ankara, 2016

4. Vesal Rasoulzadeh, İlkay Ulusoy, Classification of dyslectic and normal readers, 14. Sinirbilim Kongresi, Ankara, 2016

5. O. Yardimci, S. Tunc, I. Ulusoy, Morfolojik Operasyon İle Küçük Hedef Tespiti (Small Target Detection By Morphological Operations), SIU 2015,

6. U. Bayram, I. Ulusoy, N.K. Cicekli, Güvenlik Kamerası Videolarında Hareket Tanıma için Cuboid ve Tracklet Özniteliklerinin Karşılaştırılması, SIU 2013, Girne, Cyprus.

7. Y. RezaeiTabar, I. Ulusoy, Yüz Yumuşak Dokusunun Bölütlenmesi İçin Etiketlenmiş ve Etiketlenmemiş Önsel Bilgi Kullanımının Karşılaştırılması, BIYOMUT 2012.

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.

9. İlkay Ulusoy, Güvenlik ve Gözetleme Uygulamalarında Görüntü İşleme ve Örüntü Tanıma, Savetek 2010, Davetli konuşma

10. Örsan Aytekin, İlkay Ulusoy, Yüksek Çözünürlüklü Uydu Görüntülerinin Otomatik Bölütlenmesi, Savtek 2010

11. Uğur Zöngür, Uğur Halıcı, Örsan Aytekin, İlkay Ulusoy,Uydu Görüntülerinde Hava Alanı Pistlerinin Saptanması, Savtek 2010

12. Murat Yirci, İlkay Ulusoy, Üç Boyutlu İnsan Yüzü Modellerinin Yeniden Düzenli Olarak Modellenmesi, SIU 2009

13. Erdem Akagündüz, İlkay Ulusoy, HK ve SC Eğrilik Tanımlarının 3B Nesne Tanıma Amacıyla Ölçek Uzaylarında Karşılaştırılması, SIU 2009

14. Ömer Eskizara, Erdem Akagündüz, İlkay Ulusoy, 3D object recognition by geometric hashing, Geometrik Kıyım Yöntemi ile 3B Nesne Tanıma, SIU 2009.

15. Nesli Bozkurt, Ugur Halici, İlkay Ulusoy, Erdem Akagündüz, Yüz Tarayıcısı Verilerinin İyileştirilmesi için 3B Veri İşleme, SIU 2009

16. Adnan Kalay, İlkay Ulusoy, Görüntü Tabanlı Eş Zamanlı Lokalizasyon ve Harita Çıkarma: Mono ve Stereo SLAM, SIU 2009

17. Murat Yirci, İlkay Ulusoy, Poligonal Basitleştirme Algoritmalarının Karşılaştırılması, SIU 2009

18. Yavuz Kırlı, Ilkay Ulusoy, Kalibre Edilmemiş Sualtı Videosu Kullanılarak 3 Boyutlu Sahne Geri Çatımı, SIU 2009

19. Serhat Bayrak, İlkay Ulusoy, Gerçek Zamanlı Görüntü Sabitlemede Birleşik Yöntem, SIU 2009

20. Arda Bilgin, İlkay Ulusoy, Doğru Derinlik Bölütlemesi İçin Uygun Stereo Algoritmalarının Seçilmesi ve Kaynaştırılması, SIU 2009

21. E. U. Şenses, İ. Ulusoy, Hizalanmış Çoklu Resimlerden Bulanıklık Tahmini ve Süper Çözünürlüklü İmge Elde Etme, SIU 2009

22. Ugur Halici, Egemen Agi, Canan Ozgen, Ilkay Ulusoy, Analysis and Classification of EEG Signals for Brain Computer Interfaces, ICON 2008

23. Akagunduz, E., Eskizara, Ö., Ulusoy, I., Yüz Dokusunun Biyomekanik Özelliklerinin Çıkarılması İçin Çoklu Kamera Bazlı Bir Deney, BIYOMUT 2008

24. Akagunduz, E., Ulusoy, I., 3B Yüzlerin Ölçek ve Dönüsümden Bagımsız Öznitelikler ile Gösterilmesi, Signal Processing and Communications Applications SIU 2008

25. Bülent Üstün, Ugur Halici, Ilkay Ulusoy, 3B Çakistirmanin Altuzay Tabanli Yüz Tanima Yöntemlerine Etkisi, Signal Processing and Communications Applications SIU 2008

26. Ahmet Oguz Öztürk, Ugur Halici, Ilkay Ulusoy, Erdem Akagündüz, Stereo Görüntü ve Yapisal Isik Kaynagi Kullanarak 3B Yüz Geriçatimi, Signal Processing and Communications Applications SIU 2008

27. Akagunduz, E., Ulusoy, I., Bozkurt, N., Halıcı, U., 2.5b Verinin Ölçekten Bağımsız Gösterilmesi, Signal Processing and Communications Applications SIU 2007

28. İnan T., Ulusoy İ., Halıcı U., Probabilistic Face Pose Estimation, TAINN 2006

29. Ulusoy I., Bishop C. M., Automatic Relevance Determinatin For The Estimation Of Relevant Features For Object Recognition, SIU 2006

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 ,

31. Ulusoy, I. A Generative Model for Multi Class Object Recognition and Detection. TAINN 2005.

32. Ulusoy, I., Bishop, C. M., Nesne Tanıma ve Yerseme için Üretimsel Bir Model. SIU 2005. (in Turkish)

33. Halici, U., Ulusoy, I., Leblebicioğlu, K., Erol, A., Ongun, G., Serçe, H., Gönder, Ö., Önder, M., Biyometrik sistemler: Parmakizi ve yüz tanıma. Polis Bilişim 2005. (in Turkish)

34. Büyükatalay, S., Akagündüz, E., Halıcı, U., Ulusoy, I., Leblebicioğlu, K., 3 Boyutlu yüz modeli oluşturma ve yüz ifadesi içeren konuşma canlandırması. Polis Bilişim 2005. (in Turkish)

35. Ulusoy, I., Halıcı, U., Hancock, E. R., Çoklu Ölçekli Faz Temelli Stereonun Olasılıksal Modellenmesi, SİU 2004, pp. 249-252. (in Turkish)

36. Türkçe Dudak Hareketlerinin ve Yüz İfadelerinin 3 Boyutlu Ortamda Benzetimi ve Bir Türkçe Ses Makinasıyla Eş Zamanlı Hale Getirilmesi, SIU 2004, pp. 276- 279. (in Turkish)

37. Ulusoy, I., Halici, U., Hancock, E. R., Disparity Using Feature Points in Multiscale, SIU 2002, pp. 512-517. (in Turkish)

38. Tuncer, F., Halici, U., Ulusoy I., Post-filtering Focus Bluring Formation Using Open GL, SIU 2002, pp. 212-215. (in Turkish)

39. Colakoglu, (Ulusoy) I., Halici, U., Hancock, E. R., Disparity Using Multiscale Phase, Türkiye’de Nörobilimin Bugünü ve Geleceği, p. 26, 2001. (in Turkish)

40. Colakoglu, (Ulusoy) I., Halici, U., Leblebicioğlu, K., Nalçacı, 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)

41. Ulusoy, I., Halici, U., Karakas, S., Leblebicioğlu, 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)

42. Halici, U., Leblebicioğlu, K., Atalay, V., Ulusoy, I., Gürses, E., Image Compression Using Fractal Estimation, 6. SIU, vol. 1, pp. 76-77, 1998. (in Turkish)

National Conference Presentation:

43. Ulusoy, I., Bağlantısallık Modelleme Yöntemleri ve Dinamik Bayesçi Ağlar, 14. Sinirbilim Kongresi, Konya, 2015

Technical Report:

44. Ulusoy, I., Wang, D., Motion Perception Using Oscillatory Neuron Pools. Technical Report, The Ohio State University, Cognitive Science Department, 1996.