Metrics
Biography
Expert or Highly Knowledgeable/Talented System Architect & Technical Leader in the following contexts:
STATISTICAL SIGNAL PROCESSING
- Positioning&Tracking Sensor Fusion Applications (in particular GPS and Visual Odometry)
- GPS Jamming & Interference Suppression
- Adaptive Filtering (LMS algorithm in depth for equalization and inverse filtering problems)
- Detection and Estimation Theories (Least Squares, Wiener Filtering, Linear Prediction, ML Estimation, Kalman Filtering Variants, EM Algorithm, Sequential Bayesian Filtering, Particle Filtering, HMM,etc)
- Applied Maths (Matrix Theory/Numerical Solutions)
SPECTROSCOPY (Laser Absorption, QCL/QEPAS DSP)
VIDEO AND IMAGE PROCESSING (Computer Vision)
- Video Analytics & Video Management (Surveillance, Retail, Security,...)
- Machine Vision (Industrial Inspection)
- Video Encoding &Decoding IP Design (H264/HEVC)
- Machine Learning (Random Forests, Ensemble Techniques, Bagging, Boosting, Deep Learning Frameworks)
PROGRAMMING (C/C++, Python, Matlab&Simulink, JavaScript, HTML, Comsol Multiphysics)
HETEROGENEOUS(CPU+GPU) & EMBEDDED COMPUTING WITH OPENCL/CUDA/ARM
FPGA & ASIC DESIGN
- VHDL/Verilog Coding &Simulation
- RTL Synthesis
- Static Timing Analysis, DFT
WIRELESS (MOBILE) COMMUNICATIONS (PhD Topics)
- CDMA Systems (3G, HSDPA)
- OFDM Systems (WIFI, WIMAX, LTE)
- Channel Estimation, Equalization, Multiuser Detection, Diversity, Multiplexing, Beamforming, etc
- Information/Communication Theory and Channel Encoding/Decoding
RADAR DSP (CW/Pulsed Systems)
STEGANOGRAPHY AND WATERMARKING (MSc Thesis Topic)
LINUX (Debian Systems)
OPERATIONS RESEARCH
Announcements & Documents
Download File
Education Information
2002 - 2006
2002 - 2006Doctorate
Ecole Nationale Supérieure des Télécommunications, EURECOM Institute, Electronics and Communications, France
2000 - 2002
2000 - 2002Postgraduate
Bogazici University, Instıtute Of Scıence, Electrics and Electronics Engineering, Turkey
1994 - 1999
1994 - 1999Undergraduate
Middle East Technical University, Faculty Of Engineering, Department Of Electrical And Electronics Engineering, Turkey
Dissertations
2007
2007Doctorate
Advanced receivers for high speed downlink packet access in UMTS
Ecole Nationale Supérieure des Télécommunications, EURECOM Institute, Electronics and Communications
2002
2002Postgraduate
WATERMARKING CAPACITY IMPROVEMENT BY LOW DENSITY PARITY CHECK CODES
Bogazici University, Faculty Of Engineering, Department Of Electrıcal And Electronıcs Engıneerıng
Foreign Languages
B1 Intermediate
B1 IntermediateFrench
C1 Advanced
C1 AdvancedEnglish
A1 Beginner
A1 BeginnerItalian
Certificates, Courses and Trainings
2019
2019TTGV Sağlık Teknolojilerinde Müşteri ve İş Geliştirme Programı
Health&Medicine
TTGV (Türkiye Teknoloji Geliştirme Vakfı)
2005
2005The 25th European Meeting of Statisticians & The European Young Statisticians Training Camp
Vocational Training
Oslo University
1999
1999Several Trainings on VHDL, Digital Design, ASIC Synthesis, Static Timing Analysis
Vocational Course
Various International Training Organizations
1999
1999Various trainings about time management, project management, team work, etc.
Personal Evolution
Several National Training Companies
1999
1999Cypress FPGA Training
Vocational Training
CYPRESS SEMICONDUCTOR
Research Areas
Control and System Engineering
Robotics and Mechatronics Systems
Signal Processing
Computer Vision
Artificial Intelligence, Computer Learning and Pattern Recognition
Electrical and Electronics Engineering
Academic Titles / Tasks
2022 - Continues
2022 - ContinuesAssistant Professor
Kütahya Health Sciences University, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği
2015 - 2016
2015 - 2016Lecturer PhD
Ozyegin University, Faculty Of Engıneerıng, Department Of Electrıcal And Electronıcs Engıneerıng
2002 - 2006
2002 - 2006Research Assistant
Ecole Nationale Supérieure des Télécommunications, EURECOM, Electronics and Communications
Non Academic Experience
2014 - Continues
2014 - ContinuesFounder
Technology Development Zone, Video Analitik Bilişim Teknolojileri, R&D, Founder
2014 - Continues
2014 - ContinuesŞirket Sahibi
Video Analitik Bilişim Teknolojileri, Şirket Sahibi
2020 - 2021
2020 - 2021Director of Software and Algorithms
Company, Mulberry Sensors, R&D, Director of Software and Algorithms
2017 - 2019
2017 - 2019Algorithm Development Consultant
Company, Analog Devices, R&D, Algorithm Development Consultant
2016 - 2016
2016 - 2016Proje Çalışanı
NETAŞ, Proje Çalışanı
2006 - 2013
2006 - 2013Principal Architect / Research Fellow
Business Establishment Private, VESTEK (VESTEL TEKNOLOJİ), R&D, Principal Architect / Research Fellow
2006 - 2013
2006 - 2013Sistem Mimarı
VESTEL Teknoloji, Sistem Mimarı
2006 - 2007
2006 - 2007Mobile Communications Consultant
Company, ArrayComm, R&D, Mobile Communications Consultant
2003 - 2006
2003 - 2006UMTS Algorithm Development Engineer & Institutional Consultant
Company, Philips/NXP Semiconductors, R&D, UMTS Algorithm Development Engineer & Institutional Consultant
2003 - 2006
2003 - 2006Algoritma Geliştirme Mühendisi
Philips Semiconductors, Algoritma Geliştirme Mühendisi
2002 - 2002
2002 - 2002Çip Tasarım Mühendisi
ST Microelectronics, Çip Tasarım Mühendisi
1999 - 2002
1999 - 2002ASIC Design Engineer
Company, ST Microelectronics , R&D, ASIC Design Engineer
1999 - 2002
1999 - 2002Çip Tasarım Mühendisi
Alcatel Microelectronics, Çip Tasarım Mühendisi
Courses
Published journal articles indexed by SCI, SSCI, and AHCI
2005
2005Downlink WCDMA receivers based on combined chip and symbol level equalisation
Baştuǧ A., Slock D. T.
European Transactions on Telecommunications
, vol.16, no.1, pp.51-63, 2005 (SCI-Expanded)
2004
2004Improving the payload of watermarking channels via LDPC coding
Baştuǧ A., Sankur B.
IEEE Signal Processing Letters
, vol.11, no.2 PART I, pp.90-92, 2004 (SCI-Expanded)
Refereed Congress / Symposium Publications in Proceedings
2013
2013TV-Content dependent LED illumination
BAŞTUĞ A., Şahin F., Çömlekçi C., Dönmez F., UĞURDAĞ H. F.
International Workshop On Solid State Lighting Technologies and Research, 3 - 05 August 2013
2011
2011Occlusion adaptive frame rate up-conversion
Özkalayci B., ALATAN A. A., Baştuǧ A.
1st IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2011, Berlin, Germany, 6 - 08 September 2011, pp.165-167
2009
2009Adaptive equalization at hsdpa symbol level
Baştuǧ A., Ancora A., Slock D. T.
2009 IEEE International Conference on Communications Workshops, ICC 2009, Dresden, Germany, 14 - 18 June 2009
2006
2006Optimization of combined chip and symbol level equalization for downlink WCDMA reception
Baştuǧ A., Slock D. T. M.
2006 IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, SPAWC, Cannes, France, 2 - 05 July 2006
2005
2005Common and Dedicated Pilot-Based Channel Estimates Combining and Kalman Filtering for WCDMA Terminals
BAŞTUĞ A., Slock D., Montalbano G.
Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005., 30 October 2005
2006
2006Adaptive chip level equalization for HSDPA
Baştuǧ A., Sesia S., Slock D. T. M.
2006 IEEE International Conference on Communications, ICC 2006, İstanbul, Turkey, 11 - 15 July 2006, vol.7, pp.3064-3069
2005
2005Generalized pilot assisted channel estimation for WCDMA
Baştuǧ A., Montalbano G., Slock D.
13th European Signal Processing Conference, EUSIPCO 2005, Antalya, Turkey, 4 - 08 September 2005
2005
2005A macroanalysis of hsdpa receiver models
Baştuǧ A., Slock D. T. M.
2005 IEEE Wireless Communications and Networking Conference, WCNC 2005: Broadband Wirelss for the Masses - Ready for Take-off, New Orleans, LA, United States Of America, 13 - 17 March 2005, vol.1, pp.380-385
2004
2004Multistage estimation of time-varying wireless channel parameters Zamanla Deǧişen Mobil Kanal Parametrelerinin Çok Aşamali Kestirimi
Baştuǧ A., Slock D. T. M.
Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004, Kusadasi, Turkey, 28 - 30 April 2004, pp.204-207
2004
2004Optimization issues in combined chip and symbol level equalization for downlink WCDMA receivers
Baştuǧ A., Slock D. T.
Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, United States Of America, 7 - 10 November 2004, vol.1, pp.893-897
2004
2004Chip rate and symbol rate MMSE functionalities for CDMA receivers CDMA Ahcilarma Uyarlanabilecek Çip ve Sembol Seviyeli MMSE İşlevsellikleri
Baştuǧ A.
Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004, Kusadasi, Turkey, 28 - 30 April 2004, pp.395-398
2004
2004Polynomial expansion WCDMA receivers refined by local MMSE functionalities Yerel MMSE İşlemleriyle İyileştirilmiş Polinom Açilimli WCDMA Alici Yapilari
Baştuǧ A., Slock D. T. M.
Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, SIU 2004, Kusadasi, Turkey, 28 - 30 April 2004, pp.387-390
2004
2004Downlink WCDMA Receivers Based on Combined Chip and Symbol Level Equalization
BAŞTUĞ A., Slock D.
5th European Wireless Conference, 24 February 2004
2003
2003Interference cancelling receivers with global MMSE-ZF structure and local MMSE operations
Baştug̃ A., Slock D. T.
Conference Record of the Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, United States Of America, 9 - 12 November 2003, vol.1, pp.968-972
2003
2003Structured interference cancellation at a WCDMA terminal
Baştuǧ A., Slock D. T.
7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, Paris, France, 1 - 04 July 2003, vol.1, pp.505-508
Books
2024
2024Aligning Medical Images with High Noise Levels as Groups Using Conventional Methods to Create a Preliminary Phase for Deep Learning Methods
Baştuğ A., Öztürk B.
in: 1st Innovative Medical Technologies and Artificial Intelligence Congress Book, Prof. Dr. Ahmet Tekin Dr. Öğr. Üyesi Can Özlü Dr. Öğr. Üyesi Aycan Acet Dr. Öğr. Üyesi Sema Üstündağ Dr. Öğr. Üyesi Gamze Ünver Dr. Öğr. Üyesi Nilüfer Köylüoğlu Dr. Öğr. Üyesi Ahmet Güven, Editor, Kütahya Sağlık Bilimleri Üniversitesi Yayınları, Kütahya, pp.34-61, 2024
2011
2011Interference Cancellation in HSDPA Terminals
BAŞTUĞ A., Ghaurı I., Slock D.
in: HSDPA Handbook, Borko Furht, Syed A. Ahson, Editor, CRC Press, pp.111-172, 2011
Supported Projects
2020 - 2020
2020 - 2020Yüksek Hassasiyetli Coğrafi Artırılmış Gerçeklik Yazılım Kütüphanesi ve Uygulama Geliştirilmesi
TUBITAK Project
(Project Abstract)
Baştuğ A.
2018 - 2019
2018 - 2019Uzaktan Erişimli Çevresel Farkındalık Sistemi
TUBITAK Project
(Project Abstract)
Baştuğ A.
2015 - 2016
2015 - 2016Güvenlik Kamera Videolarının Gerçek Zamanlı Erişim, Analiz ve Yönetimi
TUBITAK Project
(Project Abstract)
Baştuğ A.
Patent
2019
2019Method and apparatus for adjusting motion fields in a memory - access efficient way to frame interpolation frameworks
Patent
Registered / Approved, The Invention Registration Number: EP2285092B1 , Standard Registration
2017
2017Method and device for determining a depth image (Different patent with the same name)
Patent
Registered / Approved, The Invention Registration Number: EP2677496B1 , Standard Registration
2016
2016Channel estimation using common and dedicated pilots
Patent
Registered / Approved, The Invention Registration Number: US9240909B2 , Standard Registration
2016
2016Background motion estimate based halo reduction
Patent
Registered / Approved, The Invention Registration Number: EP2237559B1 , Standard Registration
2016
2016A method for camera motion estimation resistant to foreground motion dominance
Patent
Registered / Approved, The Invention Registration Number: EP2362638B1 , Standard Registration
2015
2015Method and apparatus for generating a depth map and 3d video
Patent
Registered / Approved, The Invention Registration Number: EP2525324B1 , Standard Registration
2015
2015Film mode detection through optimal successive mode elimination
Patent
Registered / Approved, The Invention Registration Number: EP2265010B1 , Standard Registration
2015
2015Method and device for determining a depth image
Patent
Registered / Approved, The Invention Registration Number: EP2680224B1 , Standard Registration
2014
2014Adaptive depth offset calculation for an image
Patent
Registered / Approved, The Invention Registration Number: EP2658265B1 , Standard Registration
2013
2013Receiver with chip-level equalisation
Patent
Registered / Approved, The Invention Registration Number: US8385398B2 , Standard Registration
2013
2013Motion estimation improvement method avoiding fake block matches
Patent
Registered / Approved, The Invention Registration Number: EP2336973B1 , Standard Registration
2013
2013Symbol-level adaptation method for equalizer coefficients, memory, equalizer and receiver for implementing the method
Patent
Registered / Approved, The Invention Registration Number: US8462756B2 , Standard Registration
2012
2012Symbol-level adaptation method, memory, equalizer and receiver for implementing this method
Patent
Registered / Approved, The Invention Registration Number: US8208457B2 , Standard Registration
2012
2012Method and apparatus for generating a 3d image from a 2d image
Patent
Registered / Approved, The Invention Registration Number: EP2509328B1 , Standard Registration
2012
2012Method and apparatus for estimating noise variance
Patent
Registered / Approved, The Invention Registration Number: US8295327B2 , Standard Registration
2012
2012Determination of active spreading codes and their powers
Patent
Registered / Approved, The Invention Registration Number: US8199793B2 , Standard Registration
2012
2012Filter weight estimation device with update at HSDSCH symbol rate, for a symbol level equaliser
Patent
Registered / Approved, The Invention Registration Number: US8194726B2 , Standard Registration
2010
2010Halo reducing motion-compensated interpolation
Patent
Registered / Approved, The Invention Registration Number: EP2237560A1 , Standard Registration
2008
2008Down-sampled impulse response channel estimation
Patent
Pending / Applied, The Invention Recourse Number: PCT/WO2008126055A2 , Standard Registration
2008
2008M-QAM scaling factor estimation method and receiver using this method
Patent
Pending / Applied, The Invention Recourse Number: PCT/WO/2008/023296 , Standard Registration
Awards
December 2019
December 2019Hit 250
Ttgv (Türkiye Teknoloji Geliştirme Vakfı)
August 2019
August 2019Horizon 2020 SME Instrument 1 Awardee
European Commission
April 2004
April 2004Best Paper Award
İeee (Institute Of Electrical And Electronics Engineers)
Scholarships
2002 - 2006
2002 - 2006Bourse Cifre PhD Scholarship
Official Institutions of Foreign Countries
1994 - 1999
1994 - 1999Full BSc scholarship (due to very high rankings in the national university entrance exams) good enough to cover all life expenses for 5 years
University
1994 - 1999
1994 - 1999BSc Scholarship (thx to ranking #1 in Eskişehir and among top 3 in Turkey in ÖYS-94 when only the exam scores are considered)
Special Institutions and Organizations
Jury Memberships
December-2024
December 2024Committee Of Expert
Committee Of Expert - TEYDEB 1501
December-2022
December 2022Committee Of Expert
Committee Of Expert - TEYDEB 1501
March-2021
March 2021