ERDEM AKAGÜNDÜZ, PHD

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1 ERDEM AKAGÜNDÜZ, PHD born member PERSONAL INFORMATION : akagunduz@ieee.org, akagunduz@cankaya.edu.tr : 02/September/1979 : IEEE (Signal Processing Society, Computer Society, Power & Energy Society, Industry Applications Society, Robotics & Automation Society, Women in Engineering Society) marital status : married with 2 daughters. PROFESSIONAL EXPERIENCE Assistant Professor ( ) Çankaya Uni., EEE, Turkey Teaching: (undergrad.) Microprocessors, Embedded Systems, Audio & Speech Proc. Teaching: (grad.) Mathematics of Machine Learning, Convolutional Neural Networks Research: Deep Learning, Computer Vision and Signal Processing Computer Vision Scientist ( ) ASELSAN Inc.,Turkey DIRCM IR Target Signature Detection Project HİSAR IR Seeker Head Project Research Associate ( ) The University of York, UK Image Memorability and Visual Schemas (with Deep Learning) Computer Vision Scientist ( ) ASELSAN Inc.,Turkey UMTAS/OMTAS IR Seeker Head Project HİSAR IR Seeker Head Project RECONSURVE TUBITAK-AB ITEA IR Signature Ship Recognition Project Visiting PhD Student ( ) The University of York, UK Detecting 3D Surface Facial Features Teaching & Research Assistant ( ) METU EEE, Turkey Computer Vision and Intelligent System Lab. Software Engineer (part-time) ( ) ETA Inc. METU Turkey. DUBM-20 Military Sonar Simulation Project EDUCATION Ph.D. ( ) METU Electrical and Electronics Eng. 3D Object Recognition Using Scale-Space of Curvatures M.Sc. ( ) METU Electrical and Electronics Eng. Simulation of Turkish Lip Motion And Facial Expressions in a 3D Environment and Synchronisation with a Turkish Speech Engine B.Sc. ( ) METU Electrical and Electronics Eng. B.Sc. Minor Program ( ) METU-Sociology 1

2 RESEARCH PROJECTS 1. as an Academic Consultant in : TUBITAK 1507 ( TÜBİTAK Classification of Call Center Telephone Negotiations using Machine Learning and Automatic Detection of Call Frauds. Company AdresGezgini Inc as an Academic Consultant in : TUBITAK 1507 ( TÜBİTAK Customer-Information Pairing, Billing and Barcoding with Image Processing of Post-Cutting Products in Customized Printing Products. Company bidolubaski.com as a Researcher in : EUREKA/ITEA2 (RECONSURVE Pr.No.09036) / TUBITAK- TEY- DEB (Pr.No ). A Reconfigurable Surveillance System with Communicating Smart Sensors Project Manager: Dr. Cengiz Erbaş / ASELSAN , 4. as a Researcher in : TÜBİTAK 105E128 Fusion of different imaging modalities for 3D human head modeling which includes characteristic hard and soft tissue information as well as realistic photographic view Project Manager: Asst. Prof. Dr. İlkay Ulusoy / METU Jan May 2008, 5. as a Researcher in : BAP Face Recognition and Modelling Project Manager: Prof. Dr. Uğur Halıcı / METU September 2002 Aug INTERNATIONAL PATENTS AND UTILITY MODELS 1. Erdem Akagündüz, System And Method For Identifying Scale Invariant Features Of Object Outlines On Images Patent Granted for ASELSAN Inc.: 15 Sep 2015 (US and Turkey) 2. Erdem Akagündüz, System And Method For Estimating Target Size Patent Granted for ASELSAN Inc.: 2 Mar 2016 (Europe and Japan) 3. Erdem Akagündüz, Method for Updating Target Tracking Window Size Patent Granted for ASELSAN Inc.: 17 Feb 2017 (Turkey and S. Arabia) 4. Erdem Akagündüz (and 7 other inventers) A loop system used in algorithm development and database generation for electro-optical systems Utility Model Granted for ASELSAN Inc.: 22 Feb 2017 (Turkey) 5. Erdem Akagündüz, System And Method For Describing Image Outlines Patent Granted for ASELSAN Inc.: 29 Feb 2017 (S. Korea and Japan) 2

3 INTERNATIONAL JOURNAL PAPERS 1. H. Seçkin Demir, Erdem Akagündüz, Filter Design for Small Target Detection on Infrared Imagery Using Normalized-Cross-Correlation Layer (TJEECS submission under review) 2. Erdem Akagündüz, Adrian Bors, Karla Evans, Visual Memory Schema and Image Memorability (IEEE Trans. PAMI submission under review) 3. Erdem Akagündüz, Muzaffer Aslan, Abdulkadir Sengür, Haibo Wang, Melih C. İnce Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos IEEE J. Biomedical and Health Informatics, vol. PP, no. 99, May Erdem Akagündüz Shape Recognition using Orientational and Morphological Scale-spaces of Curvatures, J. IET Computer Vision, vol. 9 no. 5, Oct. 2015, p İlkay Ulusoy, Erdem Akagündüz, Murat Yirci, Anatomical and Dynamic Volume Spline Model Applied to Facial Soft Tissue, J. Visualization and Computer Animation vol. 22, no. 6, 2011 p İlkay Ulusoy, Erdem Akagündüz, Fidan Sabucluoğlu, Serkan Görgülü, Özlem Üçok, Use of Dynamic Volume Spline Method to Predict Facial Soft Tissue Changes Associated with Orthognathic Surgery, J. Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology, vol 110, no. 5, Erdem Akagündüz, İlkay Ulusoy, 3D Object Recognition from Range Images Using Transform Invariant Object Representations J. IET Electronic Letters, vol. 46, no. 22, Erdem Akagündüz, İlkay Ulusoy, 3D Face Detection Using Transform Invariant Features J. IET Electronic Letters, vol. 46, no. 13, İlkay Ulusoy, Erdem Akagündüz, Gerhard-Wilhelm Weber "Inverse Solution for Parameter Estimation of a Dynamic Volume Spline Based Forehead Skin Model" J. Inverse Problems In Science And Engineering, vol 18, no.5, İlkay Ulusoy, Erdem Akagündüz, Gerhard-Wilhelm Weber "Estimation of Parameters for Dynamic Volume Spline Models" J. Inverse Problems In Science And Engineering, Taylor & Francis, (Special Issue Int. Conf. Engineering Optimization EngOpt2008) vol. 18, no. 4, INTERNATIONAL BOOK CHAPTERS 1. Erdem Akagündüz, İlkay Ulusoy 3D Object Registration and Recognition using Range Images Object Recognition, INTECT, ISBN:

4 INTERNATIONAL CONFERENCE PAPERS (ORAL PRESENTATIONS) 1. Erhan Gündoğdu, Hüseyin Özkan, H. Seçkin Demir, Hamza Ergezer, Erdem Akagündüz, S. Kubilay Pakin, Comparison of Infrared and Visible Imagery for Object Tracking: Toward Trackers with Superior IR Performance, CVPR-W Fulya Tuncer Çetin, Burcu Yılmaz, Yıldıray Kabak, J.H. Lee, Cengiz Erbaş, Erdem Akagündüz, S.J. Lee, Increasing Maritime Situational Awareness with Interoperating Distributed Information Sources, 18th ICCRTS Cengiz Erbaş, Fulya Tuncer Çetin, Burcu Yılmaz, Erdem Akagündüz, Yıldıray Kabak, Aykut Bulca, Open and Interoperable Maritime Surveillance Framework Set to Improve Sea-Borders Control, International Future Security Conf. FutSec Erdem Akagündüz, İlkay Ulusoy, Scale and Orientation Invariant 3D Interest Point Extraction Using HK Curvatures ICCV-W Erdem Akagündüz, Arzu Erener, İlkay Ulusoy, H. Şebnem B. Düzgün, Deliniation of Slope Units Based On Scale And Resolution Invariant 3D Curvature Extraction, IEEE International Geoscience & Remote Sensing Symposium, July 6-11, IGARSS Erdem Akagündüz, İlkay ulusoy, 3D Object Representation Using Transform and Scale Invariant 3D Features ICCV-W Erdem Akagündüz, İlkay Ulusoy, Extraction of 3D Transform and Scale Invariant Patches from Range Scans CVPR-W Erdem Akagündüz, İlkay Ulusoy, Nesli Bozkurt, Uğur Halıcı, A Physically-based Facial Skin Model to Simulate Facial Expressions on Digitally Scanned 3D Models 22nd International Symposium on Computer and Information Sciences, ISCIS Erdem Akagündüz, Uğur Halıcı, Simulation and Synchronization of Human Facial Expressions and Lip Motion for Turkish Syllables, 12. Int. Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN INTERNATIONAL CONFERENCE PAPERS (POSTER PRESENTATIONS) 1. Erdem Akagündüz, Silhouette Orientation Images for Shape Recognition 22nd Int. Conf. on Pattern Recognition ICPR Erdem Akagündüz, Ömer Eskizara, İlkay Ulusoy, Scale-Space Approach For The Comparison Of HK And SC Curvature Descriptions as Applied to Object Recognition IEEE International Conference on Image Processing, Nov 7-9, ICIP

5 3. Özlem Üçok, İlkay Ulusoy, Erdem Akagündüz, Erol Akın, Fatih Örs Semi Automatic Tool for 3D CT/MR Segmentation of Facial Tissue Layers 14th Congress of BaSS, 9th Scientific Congress of BgDA, Varna, Bulgaria, 6-9, Erdem Akagündüz, Uğur Halıcı Animation Of Lip Motions And Facial Expressions Using 3d Homeomorphic Models 4th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP CONFERENCE PAPERS IN TURKISH 1. Hüseyin Seçkin Demir, Erdem Akagündüz, S. Kubilay Pakin, Ataletsel Veri ve Kızılötesi Görüntü ile İnsansız Uçan Sistemlerde Gemi Tanıma SIU Burcu Yılmaz, Fulya Tuncer, Yıldıray Kabak, Erdem Akagündüz, Cengiz Erbaş, Dağıtık Veri Kaynaklarının Birlikte Çalışablirliğinin Sağlanması ile Denizde Durumsal Farkındalığın Arttırılması SAVTEK Erdem Akagündüz, Ölçekten Bağımsız Öznitelik Resimleri SIU (2nd Best Application Paper Award.) 4. Lütfi Murat Gevrekci, Mehmet Umut Demirçin, Erdem Akagündüz, Gerçek Zamanlı Görüntü Çakıştırma SIU Erdem Akagündüz, İlkay Ulusoy HK ve SC Eğrilik Tanımlarının 3B Nesne Tanıma Amacıyla Ölçek Uzaylarında Karşılaştırılması SIU Ömer Eskizara, Erdem Akagündüz, İlkay Ulusoy Geometrik Kıyım Yöntemi ile 3B Nesne Tanıma SIU Nesli Bozurt, Uğur Halıcı, İlkay Ulusoy, Erdem Akagündüz, Yüz Tarayıcısı Verilerinin Đyileştirilmesi için 3B Veri İşleme SIU Erdem Akagündüz, Ömer Eskizara, İlkay Ulusoy Yüz Dokusunun Biyomekanik Özelliklerinin Çıkarılması İçin Çoklu Kamera Bazlı Bir Deney BIYOMUT Erdem Akagündüz, İlkay Ulusoy 3B Yüzlerin Ölçek ve Dönüşümden Bağımsız Öznitelikler ile Gösterilmesi SIU Ahmet Oğuz Öztürk, Uğur Halıcı, İlkay Ulusoy, Erdem Akagündüz, "Stereo Görüntü ve Yapısal Işık Kaynağı Kullanarak 3B Yüz Geriçatımı SIU Erdem Akagündüz, Đlkay Ulusoy, Nesli Bozkurt, Uğur Halıcı, 2.5B Verinin Ölçekten Bağımsız Gösterilmesi SIU Soner Büyükatalay, Uğur Halıcı, Erdem Akagündüz, İlkay Ulusoy, Kemal Leblebicioğlu."Çoklu Görüntülerden 3B Yüz Modeli Oluşturma" SIU

6 13.Soner Büyükatalay, Erdem Akagündüz, Uğur Halıcı, İlkay Ulusoy, Kemal Leblebicioğlu, 3B Yüz Modeli Oluşturma ve Yüz İfadesi İçeren Konuşma Canlandırması, Polis Bilişim Konferansı, PB Erdem Akagündüz, Uğur Halıcı, İlkay Ulusoy Türkçe Dudak Hareketlerinin Ve Yüz İfadelerinin 3 Boyutlu Ortamda Benzetimi Ve Bir Türkçe Ses Makinasıyla Eş Zamanlı Hale Getirilmesi SIU INTERNATIONAL WORKSHOP REPORTS 1. Savran A., O. Çeliktutan, A. Akyol, J. Trojanova, H. Dibeklioğlu, S. Esenlik, N. Bozkurt, C. Demirkır, E. Akagündüz, K. Çalışkan, N. Alyüz, B. Sankur, İ. Ulusoy, L. Akarun, T. M. Sezgin, 3D face recognition performance under adversorial conditions, in Proc. enterface 07 Workshop on Multimodal Interfaces, Istanbul, Turkey,