KARABUK UNIVERSITY
     
FAKÜLTE BİLGİ SISTEMİ
Şifremi Unuttum?
 
COMPUTER ENGINEERING
 
Asst.Prof.Dr. Caner ÖZCAN
Address Karabük University, Faculty of Engineering, Computer Engineering Department, 78050 Karabük Turkey
Office A118
 
Phone (+90 370) 418 72 77 (Ext. 7277)
Fax (+90 370) 418 70 01
 
E-mail canerozcan@karabuk.edu.tr
  cozcan@ieee.org
Personal Web Page http://canerozcan.net
 
Areas of Interest Image Processing, Machine Learning, Deep Learning, Parallel Programming, Big Data Analytics, Remote Sensing
   
Academic and Work History
  1. Assist.Prof.Dr., Computer Engineering, Karabük University, 2016 -
 
  1. Visiting Scholar, Electrical and Computer Engineering, Purdue University, USA, 2017-2018
  2. Res.Assist., Computer Engineering, Karabük University, 2008-2016
   
Education B. Sc. Computer Engineering, Yildiz Technical University, 2008
  M. Sc. Computer Engineering, Graduate School of Science, Karabuk University, 2011
  Ph. D. Computer Engineering, Graduate School of Science, Karabuk University, 2015
Post-doctorate: School of Electrical and Computer Engineering, Purdue University, USA, 2017-2018
 
Theses B. Sc. MigroStore (Migros Market Research Project)
  M. Sc. Monitoring of Wooden Material Combustion Performance with Fuzzy Logic
  Ph. D. SAR Image Despeckling by Using Non-Local Means and Mixed Norms
 
Publications  
  Journal Articles
 
  1. C. Ozcan, O. Ersoy, I.U. Ogul, Fast Texture Classification of Denoised SAR Image Patches Using GLCM on Spark , Turk J Elec Eng & Comp Sci, 28 (1): 182-195, 2020.
  2. C. Ozcan, O. Ersoy, Enhanced multidimensional field embedding method by potential fields for hyperspectral image classification and visualization, Electronics Letters, 54(12): 756–758, 2018.
  3. C. Ozcan, B. Sen and F. Nar, Sparsity-Driven Despeckling for SAR Images, IEEE Geosci. Remote Sens. Lett., 13(1):115-119, Nov. 2015. (Download Matlab Codes)

  4. Y. Erdem, C. Ozcan, Fast Data Clustering and Outlier Detection Using K-Means Clustering on Apache Spark, Int. Journal of Advanced Computational Engineering and Networking, 5(7):86-90, Jul. 2017.

  5. C. B. Kazangirler, C. Ozcan, Establishment of Educational Network among the Undergraduate with Mobile Application, Int. Journal of Advances in Electronics and Computer Science, 4(3):22-26, Mar. 2017.
  6. Çavuşoğlu A., Şen B., Özcan C. and Görgünoğlu S., Cropped Quad-Tree Based Solid Object Colouring With Cuda, Mathematical and Computational Applications, 18(3):301-312, 2013.

  7. Caner Ozcan, Raif Bayir and Cemal Ozcan, Monitoring of Wooden Material Combustion Performance with Fuzzy Logic, Technology, 13(3), 189-199, (2010)
  Conference Proceedings
 
  1. Iskender Ulgen Ogul, Caner Ozcan, Ozlem Hakdagli, Keyword Extraction Based on word Synonyms Using WORD2VEC , IEEE Signal Processing and Communications Applications Conference (SIU), 27th, Page(s): -, Sivas, Turkey, 24-26 Apr, 2019.
  2. Pembe Buse Kayali, Caner Ozcan, Rafet Durgut, Game Design for Rehabilitation of Children with Disabilities by Using Depth Sensor, 2nd International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 26-28 Apr, Alanya, Turkey, 2019
  3. Caner Ozcan, Okan Ersoy, Iskender Ulgen Ogul, Classification of SAR Image Patches with Apache Spark Using GLCM Texture Features, International Conference on Advanced Technologies, 3rd World Conference on Big Data (WC-BIGDATA 2018), 28-30 Apr., Izmir, Turkey, 2018
  4. Rafet Durgut, Caner Ozcan, Oguz Findik, Automatic Segmentation and Labelling of 3D Human Activities, International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 11-13 May, Karabuk, Turkey, 2018
  5. Yasin Ozturk, Caner Ozcan, Implementation of NURBS curves on the LCD touch screen using FPGA, International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 11-13 May, Karabuk, Turkey, 2018
  6. Ozlem Hakdagli, Caner Ozcan, Iskender Ulgen Ogul, Stream Text Data Analysis on Twitter Using Apache Spark Streaming, IEEE Signal Processing and Communications Applications Conference (SIU), 26th, Page(s): -, Izmir, Turkey, 2-5 May, 2018.
  7. Ismail Burak Akinci, Caner Ozcan, Real-Time Automation System for Classifying Fruits with Image Processing, International Symposium on Industry 4.0 and Applications, 12-14 Oct., Karabuk, Turkey, 2017
  8. Yildirim, M. Z. and Ozcan, C., Extraction of Greenhouse Areas with Image Processing Methods in Karabuk Province, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4/W6, 107-109, 2017
  9. Iskender Ulgen Ogul, Caner Ozcan, Ozlem Hakdagli, Fast Text Classification with Naive Bayes Method on Apache Spark, IEEE Signal Processing and Communications Applications Conference (SIU), 2017 25th, Page(s): -, Antalya, Turkey, 15-18 May, 2017.
  10. Ozcan, Caner; Sen, Baha; Nar, Fatih, Sparsity-Driven Despeckling Method with Low Memory Usage, IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24nd, Page(s): 1329-1332, Zonguldak, Turkey, 16-19 May, 2016.
  11. Atasoy, Ferhat; Sen, Baha; Nar, Fatih; Ozcan, Caner; Bozkurt, Ismail, Total variation based 3D skull segmentation, IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24nd, Page(s): 1353-1356, Zonguldak, Turkey, 16-19 May, 2016.
  12. Caner Ozcan, Baha Sen, Fatih Nar, GPU efficient SAR image despeckling using mixed norms, Proc. SPIE 9247: High-Performance Computing in Remote Sensing IV, Amsterdam, Netherlands, 2014.

  13. Baha SEN, Caner OZCAN, Nesrin AYDIN ATASOY, An implementation for quad-tree based solid object coloring using CUDA, Proceedings on 2nd World Conference on Information Technology, Antalya, Turkey, 2011.
  14. Baha SEN, Nesrin AYDIN ATASOY, Caner OZCAN, Performance comparison of gauss-jordan elimination method using OPENMP and CUDA, Proceedings on 2nd World Conference on Information Technology, Antalya, Turkey, 2011.
  15. Caner Ozcan, Baha Sen, Investigation of the performance of LU decomposition method using CUDA, Proceedings on 2nd World Conference on Innovation and Software Development, Istanbul, Turkey, 2011.
  16. Caner OZCAN, Raif BAYIR, Cemal OZCAN, Fuzzy Logic Graphical User Interface Software for Evaluation of Wooden Material Combustion Performance, Proceedings on 2nd International Symposium on Computing in Science & Engineering, p:483-485, Kusadası, Turkey, 2011.
  17. Caner Ozcan, Ali Uysal, Raif Bayir, Real Time Control via Matlab/Simulink of DC-DC Buck Converter with Fuzzy Logic Controller, FUZZYSS'09: 1st International Fuzzy Systems Symposium, Ankara, Turkey, 1-2 October, 2009.
  18. İskender Ülgen Oğul, Caner Özcan, Özlem Hakdağlı, Spark Destek Vektör Makinesi ile Metin Sınıflandırma, 1.ULUSAL BULUT BİLİŞİM VE BÜYÜK VERİ SEMPOZYUMU B3S'17, Antalya, Türkiye, 19-20 Ekim, 2017.
  19. Ozcan, Caner; Sen, Baha; Nar, Fatih, Early-exit Optimization Using Mixed Norm Despeckling for SAR Images, IEEE Signal Processing and Communications Applications Conference (SIU), 2015 23nd, Page(s): 685 - 688, Malatya, Turkey, 16-19 May, 2015.
  20. Ozcan, Caner; Sen, Baha; Nar, Fatih, Fast feature preserving despeckling, IEEE Signal Processing and Communications Applications Conference (SIU), 2014 22nd, Page(s): 1007 - 1010, Trabzon, Turkey, 23-25 April, 2014.
  21. Şen, B., Menemencioğlu, O., Atasoy, F. ve Özcan, C., Kümelenmiş sanal sınıf uygulaması, Akademik Bilişim 2011, Malatya, 1-8 (2011).

  22. Baha ŞEN, Caner ÖZCAN, Karabük Üniversitesi Mühendislik Fakültesi Bilgisayar Mühendisliği Bölümü Lisans/Y.Lisans/Doktora Programlarının Tanıtımı, Elektrik Elektronik Bilgisayar Biyomedikal Mühendislikleri Eğitimi 4. Ulusal Sempozyumu, Eskişehir, 22-24 Ekim 2009.
  Other Publications
 
  1. Caner Ozcan, Okan Ersoy, Machine learning methods in image processing using Apache Spark cluster computing, Purdue University International Scholar Research Symposium, West Lafayette, IN, USA, March 14, 2018.
  2. Ozcan, Caner; Sen, Baha; Nar, Fatih, CPU and GPU Parallelization of Sparsity Driven Despeckling in SAR Images, The International Remote Sensing Conference in Saudi Arabia , Riyadh, Saudi Arabia, 17-209 Jan, 2016.
Reviewer of
  1. Geoscience and Remote Sensing Letters
  2. Journal of Applied Remote Sensing
  3. Sensing and Imaging
  4. Digital Signal Processing
  5. Signal, Image and Video Processing
  6. Turkish Journal of Electrical Engineering and Computer Sciences
  7. Journal of Visual Communication and Image Representation
  8. Electronics Letters
  9. JESTECH - Engineering Science and Technology, an International Journal
  10. Gazi University Science Journal
  11. Düzce University Science and Technology Journal
  12. Selcuk University Journal of Engineering, Science and Technology
  13. 4th International Workshop on Geoinformation Science: GeoAdvances 2017
  14. 2nd International Conference on Computer Science and Engineering UBMK’17
  15. 26. IEEE Signal Processing and Communication Applications (SIU2018)
  16. International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2018)
Involved Projects
  1. Apache Spark Kullanılarak Büyük Boyutlu Görüntülerin Analizi, Karabük Üniversitesi Bilimsel Araştırma Projesi, Proje Yürütücüsü, Proje No: FYL-2019-2044, Mart 2019 -
  2. Engelli Çocuklarda Fizik Tedavi İçin Eğlenceli Hareket Sistemi, Tübitak 2209, Proje Danışmanı, 2019 (Proje Öğrencisi: Pembe Buse KAYALI)
  3. MeTe: Metin Tercümanı (Doğal Dil İşleme Teknikleri ile Hikaye Kitaplarındaki Karakterlerin Duygu Analizi), Tübitak 2209, Proje Danışmanı, 2019 (Proje Öğrencisi: Çağatay AYDIN)
  4. Büyük Verinin Makine Öğrenmesi Yöntemleri ile Apache Spark Teknolojisi Kullanılarak Sınıflandırılması, Karabük Üniversitesi Bilimsel Araştırma Projesi, Proje Yürütücüsü, Proje No: KBÜBAP-17-YL-072, Ocak 2017 - Kasım 2017
  5. WeWantEducation: Öğrenciler Arası Eğitim Ağının Mobil Uygulama İle Sağlanması, Karabük Üniversitesi Lisans Öğrencisi Araştırma Projesi, Proje Yürütücüsü, Proje No: KBÜBAP-17-LÖAP-127, 2017 (Proje Öğrencisi: Cahit Berkay Kazangirler)
  6. SECUREYELLOW: Ticari Taksilerde Yüz Tanıma Sistemi İle Suçlu Analizi, Karabük Üniversitesi Lisans Öğrencisi Araştırma Projesi, Proje Yürütücüsü, Proje No: KBÜBAP-17-LÖAP-122, 2017 (Proje Öğrencileri: Sinem Erdoğan, Halil İbrahim Çopurkuyu)
  7. Makine Öğrenmesi ve Veri Madenciliği Yöntemleri ile Büyük Veri Analizi, Karabük Üniversitesi Lisans Öğrencisi Araştırma Projesi, Proje Yürütücüsü, Proje No: KBÜBAP-17-LÖAP-123, 2017 (Proje Öğrencisi: İskender Ülgen Oğul)
  8. Maden Araç Takip Sistemi, Tübitak 2241, Proje Danışmanı, 2017 (Proje Öğrencileri: Semih Celal, Muhammet Taha Aydın)
  9. Görüntü İşleme ve Veri Madenciliği Yöntemleri Kullanılarak Görüntü Analizi (Gözcü++), Tübitak 2209, Proje Danışmanı, 2017 (Proje Öğrencileri: Mustafa Bulut, Sercan Çolak)
  10. Renklerdeki Müzik, Tübitak 2209, Proje Danışmanı, 2017 (Proje Öğrencileri: Kübra Özdemir, Mustafa Mert Gün)
  11. Kanveren: Acil Kan İhtiyaci İçin Mobil Çözüm, Tübitak 2209, Proje Danışmanı, 2017 (Proje Öğrencileri: Onur Aydin, Hasan Akgül)
  12. Görüntüler Üzerindeki Gürültüyü Gidermede Hibrit Yöntem Geliştirilmesi, Yıldırım Beyazıt Üniversitesi Bilimsel Araştırma Projesi, Araştırmacı, Proje No: YBU-BAP-590, Ağustos 2013 - Ağustos 2015.
  13. Computer Controlled Wood Materials Combustion Mechanism, Tubitak Career Project Project No: 110O548, Scholarship, 2011 - 2013
Awards
  1. Öğrenci Ödülü, Engelli Çocuklarda Fizik Tedavi için Eğlenceli Hareket Sistemi (Pembe Buse Kayalı), Bolu-Düzce AR-GE Proje Pazarı, 2019
  2. Mansiyon Ödülü, FaCiPa: Yüz Felci (Facial Paralysis) Teşhisini Analiz Eden Mobil Tabanlı Uygulama (Arzu Yıldız, Buse Yaren Tekin), Bartın Üniversitesi III. Ar-Ge Proje Pazarı, 2019
  3. İkincilik Ödülü, MiniTube – Çocuklar İçin İçerikleri Filtrelenmiş Eğitici ve Eğlendirici Video (Gökhan Toprak, Öznur Urfan), Zonguldak Bülent Ecevit Üniversitesi Farabi VI. AR-GE ve İnovasyon Proje Pazarı, 2019
  4. Üçüncülük Ödülü, Otonom Keşif Dronu (Emrah Bayındır), Zonguldak Bülent Ecevit Üniversitesi Farabi VI. AR-GE ve İnovasyon Proje Pazarı, 2019
  5. 2219-Post-Doctoral Research Fellowship Program (2016/1), TUBITAK, 2017
  6. TUBITAK Scientific Publication Encouragement Award, 2015
  7. 2224-A International Scientific Activities Participation Support Program (2014-9), TUBITAK, 2014.
Membership
  1. SPIE (2014- .. )
  2. IEEE (2012- .. )
Courses Tought
  1. BLM754-Digital Image Processing Applications (Msc)
  2. BSM744-Remote Sensing and Applications (MSc)
  3. CME429-Introduction to Image Processing (Undergraduate)
  4. CME111-Programming Languages I (Undergraduate)
  5. BLM112-Programming Languages II (Undergraduate)
Thesis Supervision Master
 
  1. Yasin OZTURK, Implementation Of NURBS Curves On Touch Screen Using FPGA, 2018
  2. Yadigar ERDEM, Classification of Big Data with Machine Learning Methods using Apache Spark Technology, 2017
  3. İsmail Burak AKINCI, Real-Time Automation System For Classifying Fruits wih Image Processing, 2017
 
 

Diplomasupp.

KBU Diploma Supplament Label

GO TO PAGE

KBUects

KBU ECTS information Package

GO TO PAGE

OBSotomation

KBU Student Otomation System

GO TO PAGE