Prof. MUHAMMED FATİH TALU


Mühendislik Fakültesi, Bilgisayar Mühendisliği

Bilgisayar Bilimleri


WoS Research Areas: Engineering Computing & Technology (Eng), Computer Science, Computer Science Information Systems


Scopus Research Areas: General Computer Science, Information Systems


Avesis Research Areas: Computer Sciences, Computer Vision, Computer Vision, Engineering and Technology

Metrics

Publication

84

Publication (WoS)

49

Publication (Scopus)

44

Citation (WoS)

217

H-Index (WoS)

7

Citation (Scopus)

257

H-Index (Scopus)

9

Citation (TrDizin)

3

H-Index (TrDizin)

1

Citation (Sobiad)

3

H-Index (Sobiad)

1

Citation (Sum Other)

3

Project

17

Thesis Advisory

11

Open Access

4
UN Sustainable Development Goals

Education

2005 - 2010

2005 - 2010

Doctorate

Firat University, Instıtute Of Scıence, Elektrik-Elektronik Mühendisliği (Yl) (Tezli), Turkey

2001 - 2004

2001 - 2004

Postgraduate

Firat University, Instıtute Of Scıence, Bilgisayar Mühendisliği (Yl) (Tezli), Turkey

1997 - 2001

1997 - 2001

Undergraduate

Firat University, Faculty Of Engıneerıng, Department Of Computer Engıneerıng, Turkey

Dissertations

2010

2010

Doctorate

İnsan Hareketlerinin Takibinde Karşılaşılan Problemlerin Çözümüne Yeni Yaklaşımlar

Firat University, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği (Yl) (Tezli)

2004

2004

Postgraduate

Model Tabanlı Yapay Sinir Ağları Kullanılarak Görüntü Kenarlarının Çıkarılması

Firat University, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Yl) (Tezli)

Foreign Languages

B2 Upper Intermediate

B2 Upper Intermediate

English

Research Areas

Computer Sciences

Computer Vision

Computer Vision

Engineering and Technology

Research Areas Based on Academic Activities

Avesis Research Areas

    WoS Research Areas

      Scopus Research Areas

        Academic Positions

        2016 - Present

        2016 - Present

        Associate Professor

        Inonu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği

        2011 - 2015

        2011 - 2015

        Assistant Professor

        Inonu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği

        Managerial Experience

        2021 - Present

        2021 - Present

        Head of Department

        Inonu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği

        2015 - 2021

        2015 - 2021

        Head of Department

        Inonu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği

        2017 - 2020

        2017 - 2020

        Erasmus Program Institutional Coordinator

        Inonu University, Mühendislik Fakültesi, Bilgisayar Mühendisliği

        Non Academic Experience

        2013 - 2014

        2013 - 2014

        Araştırmacı - Bursiyer

        Tennessee State University, Araştırmacı - Bursiyer

        2008 - 2009

        2008 - 2009

        Araştırmacı - Bursiyer

        Oregon Health and Science University, Araştırmacı - Bursiyer

        Courses

        Postgraduate

        Postgraduate

        İLERİ ÖRÜNTÜ TANIMA SİSTEMLERİ

        Undergraduate

        Undergraduate

        PROGRAMLAMA-1

        ALGORİTMA VE PROGRAMLAMA

        NESNE TABANLI PROGRAMLAMA

        Nesne Tabanlı Programlama

        Algoritma ve Programlama

        ALGORİTMA VE PROGRAMLAMA

        NESNE TABANLI PROGRAMLAMA

        BİLGİSAYAR GÖRMESİ

        BİLGİSAYAR MÜH. GELİŞ. IV

        LİNEER CEBİR

        YAPAY ÖĞRENME

        BİLGİSAYAR GÖRMESİ

        GÖRÜNTÜ İŞLEME

        GÖRÜNTÜ İŞLEME

        MAKİNE ÖĞRENMESİ

        ÖRÜNTÜ TANIMA SİSTEMLERİ

        Undergraduate Minor

        Undergraduate Minor

        HESAPSAL ZEKA

        MAKİNE GÖRMESİ

        DOĞAL DİL ANLAMBİLİMİ VE UYGULAMALARI

        MAKİNE GÖRMESİ

        HESAPSAL ZEKA

        Undergraduate Double Major

        Undergraduate Double Major

        İLERİ MAKİNE ÖĞRENMESİ

        İLERİ SİMÜLASYON TEKNİKLERİ

        İLERİ MAKİNE ÖĞRENMESİ

        ÖRÜNTÜ TANIMA SİSTEMLERİ

        Supervised Theses

        2021

        2021

        Doctorate

        Üretken ağlar ve uygulamaları

        Talu M. F. (Advisor)

        G.ÇELİK(Student)

        2021

        2021

        Doctorate

        Histopatolojik görüntülerde tümör bölütlenmesi

        Talu M. F. (Advisor)

        Z.BOZDAĞ(Student)

        2017

        2017

        Postgraduate

        Görüntüdeki nesneleri çevreleme yöntemleri

        Talu M. F. (Advisor)

        S.ALTUN(Student)

        Articles

        All (51)
        SCI-E, SSCI, AHCI (30)
        SCI-E, SSCI, AHCI, ESCI (33)
        ESCI (3)
        Scopus (31)
        TRDizin (23)
        Other Publications (1)

        Papers Presented at Peer-Reviewed Scientific Conferences

        2019

        2019

        1. Aynı Şartlar Altında Farklı Üretici Çekişmeli Ağların Karşılaştırılması

        ALTUN GÜVEN S., TALU M. F.

        2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), 11 October 2019, pp.1-6, (Full Text)

        2018

        2018

        2. Cat Swarm Based Shadow Detection Method

        Firildak K., Karaduman M., TALU M. F., YEROĞLU C.

        International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) identifier

        2018

        2018

        3. Genetic Algorithm Based Tree Segmentation

        Varjovi M. H., ALTUN S., TALU M. F., YEROĞLU C.

        International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) identifier

        2018

        2018

        4. Vortex Optimization Algorithm Based Fabric Defect Detection

        Yazan E., Celik G., TALU M. F., YEROĞLU C.

        International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, (Full Text) identifier

        2017

        2017

        5. Fabric Defect Detection Using Cohog Method in Circular Knitting Machine

        GOLGİYAZ S., HANBAY K., TALU M. F.

        International Conference on Multidisciplinary, Engineering, Science, Education and Technology (IMESET), Bitlis, Turkey, 27 - 29 October 2017, pp.206, (Summary Text)

        2017

        2017

        6. Matlab ve C/Opencv Platformları Üzerinde Gerçek Zamanlı Kumaş Hatası Tespit Sistemi

        HANBAY K., GOLGİYAZ S., TALU M. F.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, pp.1-8, (Full Text)

        2017

        2017

        7. Web Tabanlı Bir Görüntü İşleme Uygulaması: Diyabet Şiddetini Derecelendirme

        Gündüzalp V., TALU M. F., GÜL S., Zayman E., GÜL M.

        International Artificaial Intelligence and Data Processing Symposium, 16 - 17 September 2017, (Full Text) Sustainable Development

        2017

        2017

        8. Web Based Image Processing Application: Rating Diabetes Intensity

        Gunduzalp V., TALU M. F., GÜL S., ZAYMAN E., GÜL M.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) Sustainable Development identifier identifier

        2017

        2017

        9. Real time fabric defect detection system on Matlab and C plus plus /Opencv platforms

        HANBAY K., Golgiyaz S., TALU M. F.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier

        2017

        2017

        10. Comparison of the Stochastic Gradient Descent Based Optimization Techniques

        Yazan E., TALU M. F.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

        2017

        2017

        11. Examination of the effect of the basic parameters of the auto-encoder on coding performance

        Calisan M., TALU M. F.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

        2017

        2017

        12. Spiking Neural Network Applications

        Celik G., TALU M. F.

        2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text) identifier identifier

        2016

        2016

        13. Sızıntı Tespit Sistemleri ve Yeni Bir Sistem Önerisi

        TALU M. F.

        International Symposium of Water and Wastewater Management, Malatya, Turkey, 26 - 28 October 2016, pp.566-573, (Full Text)

        2016

        2016

        14. Dijital Görüntü Dengeleme Yöntemlerinin Kıyaslanması

        Akkaya A. E., Talu M. F.

        International Artificial Intelligence and Data Processing Symposium (IDAP 16), Malatya, Turkey, 17 - 18 September 2016, pp.352-355, (Full Text)

        2016

        2016

        15. Bulanık ve Klasik Yöntemlerin Kümeleme Yeteneklerinin İncelenmesi

        ALTUN S., TALU M. F.

        International Artificial Intelligence Data Processing Symposium, 17 - 18 September 2016, (Full Text)

        2015

        2015

        16. Web Tabanlı Kent Bilgi Sistemi Tasarımı

        İNCE K., KARCI A., FIRAT M., DURSUN Ö. F., TALU M. F., AYDOĞDU M.

        7. Kentsel Altyapı Sempozyumu, Malatya, Turkey, 13 - 14 November 2015, pp.1, (Full Text)

        2014

        2014

        17. Nesne Görüntülerinden 3D Model İnşası İçin Etkin F matrisi Hesaplanma Yöntemleri

        Akkaya A. E., Talu M. F.

        ASYU 2014, İzmir, Turkey, 9 - 10 October 2014, pp.6-11, (Full Text)

        2015

        2015

        18. Fabric Defect Detection Methods for Circular Knitting Machines

        HANBAY K., TALU M. F., Ozguven O. F., ÖZTÜRK D.

        23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.735-738, (Full Text) identifier identifier

        2015

        2015

        19. Interactive Segmentatition Implementation

        Alasu S., TALU M. F.

        23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.2623-2626, (Full Text) identifier identifier

        2015

        2015

        20. Tracking One Dimension State Space Variables With Particle Filter Method

        Dilmen H., TALU M. F.

        23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1513-1516, (Full Text) identifier identifier

        2015

        2015

        21. Performance Evaluation of Ego-Motion Methods in Static Environment

        Akkaya A. E., Talu M. F.

        23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.2462-2465, (Full Text) identifier identifier

        2014

        2014

        22. Continuous Rotation Invariant Texture Classification Based on CoHOG Algorithm

        ALPASLAN N., HANBAY K., HANBAY D., TALU M. F.

        3rd International Eurasian Conference on Mathematical Sciences and Applications ( IECMSA-2014), Vienna, Austria, 25 - 28 August 2014, pp.470, (Summary Text)

        2014

        2014

        23. A NOVEL TEXTURE CLASSIFICATION METHOD BASED ON HESSIAN MATRIX AND PRINCIPAL CURVATURES

        ALPASLAN N., HANBAY K., HANBAY D., TALU M. F.

        22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.160-163, (Full Text) identifier identifier

        2012

        2012

        24. Gerçek Zamanlı TRMS için Geliştirilen YSA Algortiması

        ATEŞ A., YEROĞLU C., TALU M. F.

        Türkiye Otomatik Kontrol Milli Kurultayı 2012, Niğde, Turkey, 11 - 13 October 2012, pp.1-5, (Full Text)

        2012

        2012

        25. Image Analysis with Differential Geometry Applications

        HANBAY K., TALU M. F.

        1st International Eurasian Conference on Mathematical Sciences and Applications (IECMSA -2012), Prishtina, Serbia, 3 - 07 September 2012, pp.118, (Summary Text)

        Funded Projects

        2021 - 2022

        2021 - 2022

        Medikal İmgelerin Üretici Çekişmeli Ağlarla Üretimi

        Project Supported by Higher Education Institutions , BAP PhD

        TALU M. F. (Executive), ALTUN S.

        2021 - 2022

        2021 - 2022

        Lazer kazıma ile denim kumaşlarındaki bıyık desenlerinin otomatize üretilmesi

        Project Supported by Higher Education Institutions , BAP Other

        TALU M. F. (Executive), ŞAHİN E.

        2019 - 2020

        2019 - 2020

        Yerli çizgi kamera için yazılım ve donanım bileşenlerin araştırılması

        Project Supported by Higher Education Institutions , BAP Research Project

        TALU M. F. (Executive), ÖZGÜVEN Ö., ERGİN A. S.

        2016 - 2019

        2016 - 2019

        ÇOK BOYUTLU SİNYAL İŞLEME LABORATUVARININ KURULUMU

        Project Supported by Higher Education Institutions , BAP Guided

        TALU M. F. (Executive)

        2016 - 2018

        2016 - 2018

        Su Borularındaki Sızıntının Tespiti İçin Orta-Ölçekli Kapsül Robot Prototipinin Üretilmesi

        TUBITAK Project , 3501 - National Young Researcher Career Development Program

        Talu M. F., Kocamaz A. F.

        2015 - 2017

        2015 - 2017

        SIZINTI TESPİTİ İÇİN KAPSÜL ROBOT GELİŞTİRİLMESİ VE YAZILIMININ ÜRETİLMESİ

        Project Supported by Higher Education Institutions , BAP Research Project

        TALU M. F. (Executive)

        2015 - 2016

        2015 - 2016

        Malatya'daki Kayısı Rekoltesinin Bilgisayar Görmesi Teknikleriyle Hesaplanması

        TUBITAK Project , 3001 - Initial R&D Projects Support Program

        Talu M. F., Karadeniz Köse E., Karcı A.

        2008 - 2008

        2008 - 2008

        İş Çözümleyici Meslek Projesi

        TUBITAK Project

        TALU M. F.
        

        Citations

        Total Citations (WOS): 219

        h-index (WOS): 7