Prof.Dr. İLKAY ULUSOY
FACULTY OF ENGINEERING
PublicationsResearchMembership & Awards
E-mail :  
Url :  https://blog.metu.edu.tr/ilkay
Phone :  +90312210 4428
Fax :  +903122102304
Address :
 

Education

  Bachelor's, Middle East Technical University, Electric-electronic. Eng.
  Master's, OHIO STATE UNIVERSITY, Biomedical Engineering
  Doctorate, Middle East Technical University, Electric-electronic. Eng.

Publications (INTERNATIONAL)

Journal Papers

  A.1 Ulusoy, I., Halici, U., Nalcaci, E., Anac, I., Leblebicioglu, K., Basar-Eroglu,, Time Frequency Analysis of Visual Evoked Potentials for Inter-Hemispheric Transfer Time and Proportion of Callosal Fibers in Different Diameter.. "Biological Cybernetics", 90, (2004), p.291-301.
  A.2 Ulusoy, I., Halici, U., Leblebicioğlu, K., 3D Cognitive Map Construction by Active Vision in a Virtual World.. "Lecture Notes in Computer Science", 3280, (2004), p.400-409.
  A.3 Ulusoy, I., Bishop, C. M.,, Object recognition via local patch labelling.. "LNCS", 3625, (2005), p.1-21.
  A.4 İlkay Ulusoy, Edwin R. Hancock, A Statistical Approach to Sparse Multi-scale Phase-based stereo. "Pattern Recognition", 10.1016, (2006).
  A.5 Ulusoy, I., Hancock, E.R,, A Statistical Approach to Sparse Multi-scale Phase-Based Stereo,. "Pattern Recognition", 40, (2007), p.2504-2520.
  A.6 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, (2010), p.585-612.
  A.7 I. Ulusoy, E. Akagunduz, G.W. Weber, Estimation of Parameters for Dynamic Volume Spline Models. "Inverse Problems in Science and Engineering", 18, (2010), p.499-519.
  A.8 I. Ulusoy, E. Akagunduz, 3D Face Detection Using Transform Invariant Features. "Electronics Letters", 46, (2010), p.905-907.
  A.9 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", 110, (2010), p.17-23.
  A.10 I. Ulusoy, E. Akagunduz, 3D Object Recognition from Range Images Using Transform Invariant Object Representation. "Electronics Letters", 46, (2010), p.1499-2000.
  A.11 H. Yuruk, I. Ulusoy, Fusion of Complementary Information from Infrared and Visual Images for Object Detection. "IET Image Processing", 5, (2011), p.36-48.
  A.12 M. Yirci, E. Akagunduz, I. Ulusoy, Anatomical and Dynamic Volume Spline Model Applied to Facial Soft Tissue. "Computer Animation and Virtual Worlds", 22, (2011), p.543–554.
  A.13 M. C. Yilmazturk, I. Ulusoy, N. K. Cicekli, Online Annotation of Faces in Personal Videos by Sequential Learning doi:10.1007/s11042-011-0884-0. "Multimedia Tools and Applications", (2011), p.1-23.
  A.14 Orsan Aytekin and Ilkay Ulusoy, Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology. "Pattern Recognition Letters", 32, (2011), p.1618-1625.
  A.15 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", 33, (2012), p.2152-2177.
  A.16 Y. Rezaeitabar, I. Ulusoy, Automatic 3D Segmentation of individual facial muscles using unlabeled prior information. "International Journal of Computer Assisted Radiology and Surgery", 7, (2012), p.35-41.
  A.17 Aytekin, Ö.; Koç, M.; Ulusoy, İ., Local Primitive Pattern for the Classification of SAR Images. "IEEE Transactions on Geoscience and Remote Sensing", PP, (2012), p.1-11.
  A.18 M. C. Yilmazturk, I. Ulusoy, N. K. Cicekli, Online Annotation of Faces in Personal Videos by Sequential Learning. "Multimedia Tools and Applications,", 63, (2013), p.591-613.
  A.19 Yousef Rezaei Tabar and Ilkay Ulusoy, The Effect of Labeled/Unlabeled Prior Information for Masseter Segmentation. "Mathematical Problems in Engineering", 2013, (2013), p.12.
  A.20 Aytekin, Ö.; Koç, M.; Ulusoy, İ., Local Primitive Pattern for the Classification of SAR Images. " IEEE Transactions on Geoscience and Remote Sensing", 51, (2013), p.2431 - 2441.
  A.21 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", (2014).
  A.22 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", 45, (2015), p.1101-1107.
  A.23 M. B. Altınoklu, I. Ulusoy, S. Tari, A probabilistic sparse skeleton based object detection. "Pattern Recognition Letters", 83, (2016), p.243-250.
  A.24 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", (2016), p.1-25.
  A.25 M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Basic Thresholding Classifier. "IEEE Transactions on Geoscience and Remote Sensing (TGRS)", 54, (2016), p.4039-4051.
  A.26 M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Kernel Basic Thresholding Classifier. "IEEE Transactions on Geoscience and Remote Sensing (TGRS)", 55, (2016), p.715-728.
  A.27 M. A. Toksoz, I. Ulusoy, Classification via Ensembles of Basic Thresholding Classifiers. "IET Computer Vision", 10, (2016), p.433-442.
  A.28 M. A. Toksoz, I. Ulusoy, Hyperspectral Image Classification via Kernel Basic Thresholding Classifier. "IEEE Transactions on Geoscience and Remote Sensing (TGRS)", 55, (2017), p.715-728.
 

Conference Papers

  A.1 ULUSOY I., HALICI U., ACTIVE STEREO VISION FOR OBJECT RECOGNITION AND COGNITIVE MAP FORMATION IN A VIRTUAL WORLD. "CVPR 2003", (2003).
  A.2 ULUSOY I., HALICI U., LEBLEBICIOGLU K., SIMPLE OBJECT RECOGNITION AND COGNITIVE MAP FORMATION USING HUMANLIKE VISION IN A VIRTUAL WORLD. "CAMP 2003", (2003).
  A.3 Ulusoy, I., Hancock, E.R., Halici, U., Probabilistic Phase Based Sparse Stereo. "ICPR", (2004).
  A.4 Ulusoy, I., Bishop, C. M.,, Generative Versus Discriminative Methods for Object Recognition. "CVPR", (2005).
  A.5 Ulusoy I., Bishop C. M.,, Comparison of Generative and Discriminative Techniques for Object Detection and Classification. "Toward Category-Level Object Recognition. LNCS", 4170, (2006), p.173-195.
  A.6 İnan T., Ulusoy İ., Halıcı U.,, Probabilistic Face Pose Estimation,. "TAINN 2006", (2006).
  A.7 Erdem Akagündüz, İlkay Ulusoy, Nesli Bozkurt, Uğur Halıcı, A Physically-based Facial Skin Model to Simulate Facial Expressions on Digitally Scanned 3D Models. "IEEE ISCIS", (2007).
  A.8 Erdem Akagündüz, İlkay Ulusoy, 3D Object Representation Using Transform and Scale Invariant 3D Features 2007. "Workshop (3dRR-07), International Conference on Computer Vision (ICCV)", (2007).
  A.9 Erdem Akagündüz, İlkay Ulusoy, Extraction of 3D Transform and Scale Invariant Patches from Range Scans. "Beyond Patches Workshop, Computer Vision and Pattern Recognition (CVPR )", (2007).
  A.10 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", (2008).
  A.11 S. Aksoy, B. Ozdemir, S. Eckert, F. Kayitakire, M. Pesarasi, O. Aytekin, C.C. Bo, Performance Evaluation of Building Detection and Digital Surface Model Extraction. "Workshop on Pattern Recognition in Remote Sensing (PRRS 2008),", (2008), p.1-12.
  A.12 Ö. Aytekin, I. 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 Worl", (2009).
  A.13 Ö. Aytekin, I. Ulusoy, U. Halıcı, Segmentation of High Resolution Satellite Imagery Based on Mean Shift Algorithm and Morphological Operations. "SPIE", (2009).
  A.14 U. Halıcı, U. Zongur, O. Aytekin, I. Ulusoy, Airport runway detection in satellite images by adaboost learning. "SPIE Europe Remote Sensing", (2009).
  A.15 E. Akagündüz, I. Ulusoy, Scale and Orientation Invariant 3D Interest Point Extraction Using HK Curvatures. "ICCV 2009", (2009).
  A.16 E. Akagündüz, Ö. Eskizara, I. Ulusoy, Scale-Space Approach for the Comparison of HK and SC Curvature Descriotions as Applied to Object Recognition. "ICIP 2009", (2009).
  A.17 Ö. Aytekin, A. Erener, I. Ulusoy, H. S. 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 Worl", (2009).
  A.18 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", (2009).
  A.19 M.C. Yılmaztürk, I. Ulusoy, N. K. Çiçekli, Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos . "ISCIS 2010, Lecture Notes in Electrical Engineering", 62, (2010), p.231-236.
  A.20 G. Yaprakkaya, I. Ulusoy, N.K. Cicekli, Gender and Age Group Classifications for Video Annotation. " ISCIS 2010, Lecture Notes in Electrical Engineering", 62, (2010), p.227-230.
  A.21 O. Aytekin, I. Ulusoy, VHR Image Segmentation Methods Based on Morphological Profiles. " ESA JRC EUSC 2011 - Image Information Mining: Geospatial Intelligence from Earth Observation", (2011), p.41-44.
  A.22 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", (2011), p.613-616.
  A.23 Ö. Aytekin, M. Dalla Mura, I. Ulusoy, J. Atli Benediktsson, Classification of hyperspectral images based on weighted DMPS. "IGARSS", (2012), p.4154-4157.
  A.24 O. Aytekin, M. Koc, I. Ulusoy, A Novel Feature Extraction Method for the Classification of Sar Images. "IGARSS", (2012), p.3482-3485.
  A.25 Itır Önal, Karani Kardas, Yousef Rezaeitabar, Ulya Bayram, Murat Bal, Ilkay Ulus, A Framework For Detecting Complex Events In Surveillance Videos. "3rd IEEE International Workshop on Advances in Automated Multimedia Surveillance for Public Safety,", (2013).
  A.26 E. Sahin, I. Ulusoy, What is the Best Method for Road Extraction from High Resolution RGB Satellite Images. "SPIE Security and Defense", (2013).
  A.27 Karani Kardas, Nihan Kesim Çiçekli, Ilkay Ulusoy, Learning Complex Event Models Using Markov Logic Networks. "3rd IEEE International Workshop on Advances in Automated Multimedia Surveillance for Public Safety,", (2013).
  A.28 K. Sahin, I. Ulusoy, Automatic Multi-Scale Segmentation of High Spatial Resolution Satellite Images Using Watersheds. "IGARSS", (2013).
  A.29 Murat Önen, İlkay Ulusoy, A basic model proposal for memory systems constructed by a matlab based neural dynamics simulator. "FENS regional meeting", (2015).
  A.30 V. Rasoulzadeh, I. Ulusoy, Effective connectivity differences between control and dyslectic children based on DBN modeling. "15th European Congress on Clinical Neuro­physiology", (2015).
  A.31 O. Yardimci, I. Ulusoy, Evaluation of pre-processing, thresholding and post-processing steps for very small target detection in infrared images. "Automatic Target Recognition XXVI, SPIE Defense and Security", (2016).
  A.32 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", (2016).
  A.33 I. Ulusoy, C. Kalaycioglu, V. Rasoulzadeh, Effective connectivity differences between control and dyslectic children based on DBN modeling.. "15th European Congress on Clinical Neuro­physiology, Brno, Czech Republic,", (2016).

Book and Chapter in a Book

  A.1 Ulusoy I., Halici, U., Anaç, I., Nalçacı, E., Basar, C. E.,, Time Frequency Analysis of VEPs for Inter Hemispheric Transfer Time.. "Brainwaves and Mind: Recent Advances. (Eds.)", (2004).
  A.2 Erdem Akagündüz, İlkay Ulusoy, 3D Object Registration and Recognition using Range Images. "Object Recognition", (2011).

Publications (NATIONAL)

 

Conference Papers

  A.1 Ulusoy, I., Bishop, C. M.,, Nesne Tanıma ve Yerseme için Üretimsel Bir Model.. "SIU", (2005).
  A.2 Ulusoy, I., Bishop, C. M., A Generative Model for Object Recognition.. "TAINN", (2005).
  A.3 Ulusoy I., Bishop C. M.,, Automatic Relevance Determinatin For The Estimation Of Relevant Features For Object Recognition,. "Proc.IEEE Conference Signal Processing and Applications", (2006).
  A.4 S. Buyukatalay, U. Halici, E. Akagunduz, I. Ulusoy, K. Leblebicioğlu, 3D Face Modeling using Multiple Images . "Proc.IEEE Conference Signal Processing and Applications", (2006), s.1-4.
  A.5 Akagunduz, E., Ulusoy, I., Bozkurt, N., Halıcı,, 2.5b Verinin Ölçekten Bağımsız Gösterilmesi.. "Signal Processing and Communications Applications (SIU)", (2007).
  A.6 Akagunduz, E., Eskizara, Ö., Ulusoy, I.,, Yüz Dokusunun Biyomekanik Özelliklerinin Çıkarılması İçin Çoklu Kamera Bazlı Bir Deney,. "BIYOMUT 2008", (2008).
  A.7 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", (2008).
  A.8 Bülent Üstün, Ugur Halici, Ilkay Ulusoy, 3B Çakistirmanin Altuzay Tabanli Yüz Tanima Yöntemlerine Etkisi, Signal Processing and Communications Applications. "SIU 2008", (2008).
  A.9 Akagunduz, E., Ulusoy, I., 3B Yüzlerin Ölçek ve Dönüsümden Bagımsız Öznitelikler ile Gösterilmesi, Signal Processing and Communications Applications. "SIU 2008", (2008).
  A.10 Arda Bilgin, Ilkay Ulusoy, Doğru Derinlik Bölütlemesi Đçin Uygun Stereo Algoritmalarının Seçilmesi ve Kaynastırılması. "SIU", (2009).
  A.11 Nesli Bozkurt, Ugur Halici, Ilkay Ulusoy, Erdem Akagündüz, Yüz Tarayıcısı Verilerinin Đyilestirilmesi için 3B Veri Đsleme. "SIU", (2009).
  A.12 Murat Yirci, Ilkay Ulusoy, Üç Boyutlu Đnsan Yüzü Modellerinin Yeniden Düzenli Olarak Modellenmesi. "SIU", (2009).
  A.13 Adnan Kalay, Ilkay Ulusoy, Görüntü Tabanlı Es Zamanlı Lokalizasyon ve Harita Çıkarma: Mono ve Stereo SLAM. "SIU", (2009).
  A.14 Serhat Bayrak, Ilkay Ulusoy, Gerçek Zamanlı Görüntü Sabitlemede Birlesik Yöntem. "SIU", (2009).
  A.15 Erdem Akagündüz, Ilkay Ulusoy, HK ve SC Eğrilik Tanımlarının 3B Nesne Tanıma Amacıyla Ölçek Uzaylarında Karsılastırılması. "SIU", (2009).
  A.16 Yavuz Kırlı, Ilkay Ulusoy, Kalibre Edilmemis Sualtı Videosu Kullanılarak 3 Boyutlu Sahne Geri Çatımı. "SIU", (2009).
  A.17 Murat Yirci, Ilkay Ulusoy, Poligonal Basitlestirme Algoritmalarının Karsılastırılması. "SIU", (2009).
  A.18 Yildirim A, Halici U, Ulusoy I., Dimension Reduction and Classification of Spelling Paradigm EEG for Brain Computer Interface. "International Cognitive Neuroscience Meeting", (2009).
  A.19 E. U. Senses, I. Ulusoy, Hizalanmıs Çoklu Resimlerden Bulanıklık Tahmini ve Süper Çözünürlüklü Đmge Elde Etme. "SIU", (2009).
  A.20 Ömer Eskizara, Erdem Akagündüz, Ilkay Ulusoy, Geometrik Kıyım Yöntemi ile 3B Nesne Tanıma. "SIU", (2009).
  A.21 U. Zöngür, U. Halıcı, Ö. Aytekin, İ. Ulusoy, Uydu Görüntülerinde Hava Alanı Pistlerinin Saptanması. " Savunma Teknolojileri Kongresi, SAVTEK 2010", (2010).
  A.22 I. Ulusoy, Güvenlik ve Gözetleme Uygulamalarında Görüntü İşleme ve Örüntü Tanıma. "Savunma Teknolojileri Kongresi, SAVTEK 2010", (2010).
  A.23 Ö. Aytekin, İ. Ulusoy, Yüksek Çözünürlüklü Uydu Görüntülerinin Otomatik Bölütlenmesi. "Savunma Teknolojileri Kongresi, SAVTEK 2010", (2010).
  A.24 O. Aytekin, I. Ulusoy, Morphological profile based segmentation for satellite images. "IEEE Conference on Signal Processing and Communications Applications", (2011), s.5-8.
  A.25 Y. RezaeiTabar, I. Ulusoy, Yüz Yumuşak Dokusunun Bölütlenmesi İçin Etiketlenmiş ve Etiketlenmemiş Önsel Bilgi Kullanımının Karşılaştırılması. "BIYOMUT", (2012).
  A.26 U. Bayram, I. Ulusoy, N.K. Cicekli, Güvenlik Kamerası Videolarında Hareket Tanıma için Cuboid ve Tracklet Özniteliklerinin Karşılaştırılması,. " Sinyal İşleme ve Uygulamaları Kurultayı", (2013).
  A.27 E. C. Erkus, I. Ulusoy, EEG verilerinde güç spektrum analizleri kullanılarak farklı frekans bantlarında Disleksi hastalığı olan bireylerin tespit edilmesi. " BİYOMUT, 2016, XX. Biyomdikal Mühensliği Ulusal toplantısı, Seferihisar", (2016).
  A.28 V. Rasoulzadeh, I. Ulusoy, Beyin Bağlantısallık Modelleri: Dislektiklerde Beyin Bağlantı Bozukluğu. "14. Sinirbilim", (2016).
  A.29 E. C. Erkus, I. Ulusoy, EEG verilerinde Dinamik Bayesyen Ağlar Kullanılarak Elde Edilen Efektif Bağlantısallık Haritalarının Yorumlanması. "BİYOMUT, 2016, XX. Biyomdikal Mühensliği Ulusal toplantısı, Seferihisar", (2016).
  A.30 B. Akkaya, Y. Rezaei Tabar, F. Gharbalchi, I. Ulusoy, U. Halıcı, Fare Yüzü Görüntülerinde Ağrı Derecelendirilmesi. "BİYOMUT, 2016, XX. Biyomdikal Mühensliği Ulusal toplantısı", (2016).
  A.31 E. C. Erkus, V. Rasoulzadeh, I. Ulusoy, Disleksik bireyler ile normal bireylerden alınan EEG verilerinin Kısmi Yönlü Koherans (KYK) ve Dinamik Bayesyen Ağlar (DBA) yöntemleri kullanılarak elde edilen fonksiyonel ve efektif beyin bağlantısallıklarının anatomik olarak karşılaştırılması.. "14. Sinirbilim Kongresi", (2016).
  A.32 M. Onen, I. Ulusoy, Nöron Modellemeleri ile Yapay Zeka Tasarımı An Artificial Intelligence Framework Constructed with Modeled Neurons. " 14. Sinirbilim Kongresi", (2016).
  A.33 V. Rasoulzadeh, I. Ulusoy, Dyslexic ve normal okuyucular sınıflandırılması, Classification of dyslectic and normal readers. "14. Sinirbilim Kongresi", (2016).
  A.34 O. Yardımcı, I. Ulusoy, Automatic small target detection in synthetic infrared images. "Proc. SPIE 10202, Automatic Target Recognition XXVII, 102020L", (2017).
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