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 News
  • Best Paper Award, "M. Karakaya , Derin Öğrenme ile Otomatik Olarak Üretilen Resim Alt Yazısındaki Hataların Tespiti (Detecting Errors in Automatic Image Captioning by Deep Learning)," 2021 6st International Informatics and Software Engineering Conference (UBYMK) , Ankara,Turkey, Sept, 2021.




Salda: Deep Learning  Research Group

GOAL

        We are a group of people who are interested in solving engineering problems using Deep Learning & Machine Learning techniques.

       The current projects include: image processing of multi-label satelite images, multi-class text classification, controllable text generations, image captioning,.


 

PEOPLE

Founder:

Murat Karakaya   [home page]

Current Members:

Gökhan Şengül
Atila Bostan
Tolga Üstünkök
Cansen Çağlayan  
 

Retired Members:

Fatih Can Akıncı

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 PUBLICATIONS

  • M. Karakaya , Derin Öğrenme ile Otomatik Olarak Üretilen Resim Alt Yazısındaki Hataların Tespiti (Detecting Errors in Automatic Image Captioning by Deep Learning), 2021 6st International Informatics and Software Engineering Conference (UBYMK) , Ankara,Turkey,  46-49, Sept, 2021 [PDF] [DOI] 
  • Cansen Çağlayan, Murat Karakaya , Topic-Controlled Text Generation, 2021 6st International Informatics and Software Engineering Conference (UBYMK) , Ankara,Turkey,  533-536, 15-17 Sept, 2021 [PDF] [DOI]
  • Tolga Üstünkök, Ozan Acar, Murat Karakaya , Image Tag Refinement with Self Organizing Maps, 2019 4st International Informatics and Software Engineering Conference (UBYMK) , Ankara,Turkey,  348-353, November, 2019 [PDF] [DOI] 
  • Gökhan Şengül, Murat Karakaya, Sanjay Misra, Oluvsola O. Abayomi-Alli, Robertas DamaÅ¡evičiusa, Deep learning based fall detection using smartwatches for healthcare applications, Biomedical Signal Processing and Control. 15(3), 036509 (2021), DOI: https://doi.org/10.1016/j.bspc.2021.103242.[PDF] [DOI] ISSN: 1746-8094
  • Tolga Üstünkök, Murat Karakaya, SS-MLA: a semisupervised method for multi-label annotation of remotely sensed images, J. Appl. Remote Sens. 15(3), 036509 (2021), DOI: 10.1117/1.JRS.15.036509.[PDF] [DOI] ISSN: 1931-3195
  • A. Bostan, G. Sengul, G. Tirkes, C. C. Aydin,  M. Karakaya, Deep Learning and Current Trends in Machine Learning, International Conference on  Computer Science and Engineering (UBMK’18), Sarajevo, Bosnia Herzegovina, 543-546, 20th -23th September, 2018 [PDF] [DOI] 10.1109/UBMK.2018.8566365
  • Fatih Can Akıncı, Murat Karakaya, Araç Park Yerlerinin Doluluk Durumlarının Derin Öğrenme Yöntemi ile Tespit Edilmesi (Parking Space Occupancy Detection Using DeepLearning Methods) ,  26th Signal Processing and Communications Applications Conference (SIU), 2-5 Mayıs 2018. [PDF]. [DOI]
  • Fatih Can Akıncı, Murat Karakaya, Şehirlerin Dijital DönüÅŸümü: Görüntü Ä°ÅŸleme Yöntemlerinin Boş Park Yerlerinin Tespitinde Kullanılması,  TBD 34. Ulusal Bilişim Kurultayı (BÄ°LÄ°ŞÄ°M 2017), p. 69-72, 20-21 Aralık 2017. [PDF].
  • Murat Karakaya, Recent Developments in Computer Vision for Finding Available Parking Lots, 322nd International Conference on Communication and Signal Processing (ICCSP), Phuket, Thailand , 9th -10th February, 2018. [Full Paper PDF].
  • Gokhan Sengul, Murat Karakaya, Atila Bostan, Determination and Identification Of Dangerously Lane Changing Vehicles In Traffic By Image Processing Techniques,  International Journal of Scientific Research in Information Systems and Engineering (IJSRISE), Vol. 3, No. 1, 44-47ISSN: 2380-8128, Apr. 2017. [PDF].
  • Gokhan Sengul, Murat Karakaya, Atila Bostan, Remotely Monitoring Activities of The Elders Using Smart Watches,  International Journal of Scientific Research in Information Systems and Engineering (IJSRISE), Vol. 3, No. 1, 56-60ISSN: 2380-8128, Apr. 2017. [PDF].
  • Murat Karakaya, Gökhan Şengül, Using Bluetooth Low Energy Beacons for Indoor Localization,  International Journal of Intelligent Systems and Applications in Engineering, Vol. 5, No. 2, 39-43, DOI: http://dx.doi.org/10.18201/ijisae.2017528726, ISSN: 2147-6799, April 2017. [PDF].
  • Atila Bostan, Murat Karakaya,   Öğrenci Ders Devamının Sınavlarda Alınan Notlara Etkisi Üzerine Bir Durum Çalışması (A Case Study on Impact of Student Course-Attendance on Exam Grades),  Mersin Üniversitesi Eğitim Fakültesi Dergisi, Vol. 12, No. 1, 211-222, DOI: http://dx.doi.org/10.17860/efd.87593, e-ISSN: 1306-7850, Nisan 2016. [PDF].
  • Murat Karakaya, Gokhan Sengul, Using Service Oriented Architecture for Plate Recognition by Mobile Devices,  Girne American University Journal of Social and Applied Sciences, Vol. 7, No. 11, 76-81,  ISSN: 1305-9130, Sep. 2015. [PDF].  
  • Murat Karakaya, Gokhan Sengul, Determining Firm Logos Using Image Processing Techniques on a Mobile Device to Aid Blind People,  Girne American University Journal of Social and Applied Sciences, Vol. 7, No. 11, 83-88,  ISSN: 1305-9130, Sep. 2015. [PDF]. 


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