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Goal |
People |
Publications |
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.
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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,.
Founder:
Murat Karakaya [home page]
Current
Members:
Gökhan Şengül
Atila
Bostan
Tolga Üstünkök
Cansen Çağlayan
Retired Members:
Fatih
Can Akıncı
- 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¡eviÄiusa, 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, 44-47, ISSN:
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, 56-60, ISSN:
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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