Journal Papers
- Seyma Yucer and Yusuf Sinan Akgul "3D Human Action Recognition with Siamese-LSTM Based Deep Metric Learning", Journal of Images and Graphics, May 2018.
- Ilktan Ar and Yusuf Sinan Akgul , "A Computerized Recognition System for the Home-Based Physiotherapy Exercises Using an RGBD Camera", IEEE Transactions on Neural Systems and Rehabilitation Engineering, accepted 2014, DOI 10.1109/TNSRE.2014.2326254,
- Ayse Betul Oktay, Nur Banu Albayrak, Yusuf Sinan Akgul, "Computer Aided Diagnosis of Degenerative Intervertebral Disc Diseases from Lumbar MR Images", Computerized Medical Imaging and Graphics, 2014 (accepted), DOI: http://dx.doi.org/doi:10.1016/j.compmedimag.2014.04.006,
- Ayse Betul Oktay and Yusuf Sinan Akgül "Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs with SVM based MRF", IEEE Transactions on Biomedical Engineering, (accepted), 2013,
- Ayse Betul Oktay and Yusuf Sinan Akgul. "Extraction of left ventricle borders with local and global priors from echocardiograms", Machine Vision and Applications 2012 DOI 10.1007/s00138-012-0458-9
- Ayse Betul Oktay and Yusuf Sinan Akgul, "A Modular Framework for Shape and Image PriorBased Anatomical Structure Contour Extraction", Journal of Medical and Biological Engineering, Vol 31, No 6 (2011).
- Aydin T and Akgul YS, "Stereo Depth Estimation Using Synchronous Optimization with Segment Based Regularization", Pattern Recognition Letters, Volume 31, Issue 15, 1 November 2010, Pages 2389-2396
- Sema Candemir, Yusuf Sinan Akgul, "Statistical Significance Based Graph Cut Regularization for Medical Image Segmentation", Turkish Journal Of Electrical Engineering & Computer Sciences, 2011, Volume 6753/2011, 304-313,
- Aydin T and Akgul YS "An occlusion insensitive adaptive focus measurement method", Optics Express, Volume: 18 Issue: 13 Pages: 14212-14224 Published: JUN 21 2010.
- Ulas Vural and Yusuf Sinan Akgul. "Eye-gaze Based Real-time Surveillance Video Synopsis", the Special Issue of Pattern Recognition Letters Image/Video-based Pattern Analysis and HCI Applications, [doi:10.1016 /j.patrec.2009.03.002.](http://dx.doi.org/10.1016/j.patrec.2009.03.002)
Book Chapters
Conference Papers
- Doga NALCI, Yusuf Sinan AKGUL, "Human Action Recognition With Raw Millimeter Wave Radar Data", 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) Ankara july 2022
- Doga NALCI, Saliha YESILYURT, Burcu YILMAZ, "William Shakesblake: Exploring Text Generation From Images Using N-grams and Large Language Models ", Karaelmas International Science and Engineering Symposium (KISES 2024) Zonguldak, Türkiye, 10-11 May 2024
- D NALCI, S OZER, SN CANBAZ, YS AKGUL, Y CIFTCI, V SUZERER, N CAGLAYAN, "Deep Learning Based Sound Recognition System for Beekeeping", IEEE Signal Processing and Communications Applications Conference (SIU), The 1st International Congress on Biotech Solutions for Sustainability, May 20224
- Emirkan Burak Yılmaz, Yusuf Sinan Akgül, Funda Tan, "Architectural Works of the Early Republic Period from an Artificial Intelligence Perspective", 2024 32nd Signal Processing and Communications Applications Conference (SIU), Mersin, Mayıs 2024
- Z. BILICI, I. AYTUTULDU, Y. GENC , YS Akgul, "mmWave Frequency Modulated Continuous Wave Radar-based Human Action Recognition", mmWave Frequency Modulated Continuous Wave Radar-based Human Action Recognition
- Enes Aslan, YS Akgul, "Tongue Contour Extraction from Ultrasound Images Using Image Parts", IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Mayıs 2018
- MM Kilic, YS Akgul, "Ship Location Estimation from Radar and Optic Images using Metric Learning", IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Mayıs 2018
- Albayrak, Nur Banu, Emrah Yildirim, and Yusuf Sinan Akgul. "Prostate Size Inference from Abdominal Ultrasound Images with Patch Based Prior Information." International Conference on Advanced Concepts for Intelligent Vision Systems. Springer, Cham, 2017.
- Dayioglugil A.B., Akgul Y.S. (2017) Continuous Embedding Spaces for Bank Transaction Data. In: Kryszkiewicz M., Appice A., Ślęzak D., Rybinski H., Skowron A., Raś Z. (eds) Foundations of Intelligent Systems. ISMIS 2017. Lecture Notes in Computer Science, vol 10352. Springer, Cham
- Nur Banu Albayrak, Ayşe Betül Oktay and Yusuf Sinan Akgul,"Prostate Localization From Abdominal Ultrasound Images by Using Two-Level Approach" , IEEE Signal Processing and Communications Applications Conference (SIU), 2017 25th
- Ayşe Betül Oktay and Yusuf Sinan Akgul,"Diagnosis of Degenerative Intervertebral Disc Disease with Deep Networks and SVM". In: Czachórski T., Gelenbe E., Grochla K., Lent R. (eds) Computer and Information Sciences. ISCIS 2016. Communications in Computer and Information Science, vol 659. Springer, Cham
- Enes Aslan, Tugrul Karakaya, Ethem Unver and Yusuf Sinan Akgul, "A Part Based Modeling Approach for Invoice Parsing", 11th International Conference on Computer Vision Theory and Applications (VISAPP), Rome, Feb 2016.
- Serkan Çolak, Ömer Faruk Özdemir and Yusuf Sinan Akgul,"A Stereo Camera System For Palm Vein Biometrics" , IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24th
- Ünsal Gökdag, Mehmet Yasin Akpınar and Yusuf Sinan Akgül,"Planogram Matching Control in Grocery Products by Image Processing" , IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24th
- Ömer Faruk Özdemir,Serkan Çolak and Yusuf Sinan Akgul,"Regression Based Stereo Palm Vein Extraction and Identification System" , IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24th
- Samil Karahan and Yusuf Sinan Akgul,"Eye Detection by Using Deep Learning" , IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24th
- Adem Hacıoğlu1, Ömer Faruk Özdemir, Ali Kürşad Şahin and Yusuf Sinan Akgül,"Augmented Reality Based Wrist Rehabilitation System" , IEEE Signal Processing and Communications Applications Conference (SIU), 2016 24th
- Karakoc, Necmeddin Said, Samil Karahan, and Yusuf Sinan Akgul, "Regressor Based Estimation of the Eye Pupil Center", Pattern Recognition. Springer International Publishing, 2015. 481-491.
- Nur Banu Albayrak, Ayşe Betül Oktay and Yusuf Sinan Akgul,"Prostate Detection From Abdominal Ultrasound Images: A Part Based Approach" , IEEE International Conference of Image Processing, ICIP 2015.
- Abdullah Akay and Yusuf Sinan Akgul, "3D Reconstruction with Mirrors and RGB-D Cameras", 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, January 2014.
- Ilktan Ar and Yusuf Sinan Akgul, "Action Recognition Using Random Forest Prediction with Combined Pose-based and Motion-based Features", 8th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, November 2013.
- Samil Karahan,Yakup Genc, Yusuf Sinan Akgul, "A New 3D Line of Gaze Estimation Method with Simple Marked Targets and Glasses", 3rd International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction, ECEM, Lund, August 2013.
- Mahmut Salih Sayar and Yusuf Sinan Akgul, "Depth From Moving Apertures", 28th International Symposium on Computer and Information Sciences (ISCIS), Paris, October 2013.
- Sema Candemir, Kannappan Palaniappan, Yusuf Sinan Akgul "Multi-Class Regularization Parameter Learning for Graph Cut Image Segmentation", International Symposium on Biomedical Imaging: From Nano to Macro to be held in Westin Hotel, Francisco, CA, USA, 2013,
- Ulas Vural and Yusuf Sinan Akgul. "A Machine Learning System For Human-in-the-loop Video Surveillance", 21st International Conference on Pattern Recognition, Tokyo, 2012, Video
- Ilktan Ar and Yusuf Sinan Akgul. "A Monitoring System for Home-Based Physiotherapy Exercises", 27th International Symposium on Computer and Information Sciences (ISCIS), Paris, October 2012.
- Ilktan Ar and Yusuf Sinan Akgul. "A Framework for Combined Recognition of Actions and Objects", International Conference on Computer Vision and Graphics (ICCVG), Warsaw, September 2012.
- Merve Kilinc and Yusuf Sinan Akgul. "Human Age Estimation Via Geometric And Textural Features", The International Conference on Computer Vision Theory and Applications (VISAPP), Rome, February 2012.
- Ulas Vural and Yusuf Sinan Akgul. "Operator Attention Based Video Surveillance", The Eleventh IEEE International Workshop on Visual Surveillance, Barcelona, 2011. Video
- Ayse Betul Oktay and Yusuf Sinan Akgul, "Localization of the Lumbar Discs using Machine Learning and Exact Probabilistic Inference", MICCAI, September 2011.
- Alparslan Yildiz, Abdullah Akay and Yusuf Sinan Akgul, "Wii Remote Calibration Using the Sensor Bar", Second IEEE International Workshop on Computer Vision for Computer Games - CVPR, Colorado Springs, June 2011.
- Sema Candemir and Yusuf Akgul, "Statistical Significance Based Graph Cut Segmentation for Shrinking Bias", Int.Conf. on Image Analysis and Recognition, 2011.
- Alparslan Yildiz and Yusuf Akgul, "A Fast Method for Tracking People with Multiple Cameras", Third Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation, Greece, September 2010.
- Sema Candemir, Yusuf Sinan Akgul: Adaptive Regularization Parameter for Graph Cut Segmentation. ICIAR (1) 2010: 117-126
- Fatih Kaleli and Yusuf Sinan Akgul. "Vision-Based Railroad Track Extraction Using Dynamic Programming", 12th Int. IEEE Conference on Intelligent Transportation Systems, 2009.
- Tarkan Aydin and Yusuf Sinan Akgul. "A Stereo Depth Recovery Method Using Layered Representation of the Scene", The German Association for Pattern Recognition, 2009.
- Alparslan Yildiz and Yusuf Sinan Akgul. "A Gradient Descent Approximation For Graph Cuts", The German Association for Pattern Recognition, 2009.
- Ayse Betul Oktay and Yusuf Sinan Akgul. "Echocardiographic Contour Extraction with Local and Global Priors through Boosting and Level Sets", Mathematical Methods in Biomedical Image Analysis (MMBIA), 2009.
- Ilktan Ar and Yusuf Sinan Akgul. "A Generic System for The Classification of Marble Tiles Using Gabor Filters", International Symposium on Computer and Information Sciences, 2008.
- Alpaslan Yildiz, Adem Ozgur and Yusuf Sinan Akgul. "Fast Non-Linear Video Synopsis", International Symposium on Computer and Information Sciences, 2008.
- Ayse Betul Oktay and Yusuf Sinan Akgul. "Prior Information Based Segmentation: A 3D Level Set Surface Matching Approach", International Symposium on Computer and Information Sciences, 2008.
- Tarkan Aydin and Yusuf Sinan Akgul. "A New Adaptive Focus Measure for Shape From Focus", British Machine Vision Conference, 2008.
- Ayse Betul Oktay and Yusuf Sinan Akgul. "A Novel Level Set Based Echocardiographic Contour Extraction Method with Prior Knowledge", British Machine Vision Conference, 2008.
- Sema Candemir and Yusuf Sinan Akgul. "A Nonparametric Statistical Approach for Stereo Correspondence", International Symposium on Computer and Information Sciences, 2007.
- Alparslan Yildiz and Yusuf Sinan Akgul. "A Multi-View Camera System for The Generation of Real-Time Occlusion-Free Scene Video", The German Association for Pattern Recognition, 2007. (Lecture Notes in Computer Science, 2007, Vol 4713)
- Tarkan Aydin and Yusuf Sinan Akgul. "3D Structure Recovery From Stereo Using Synchronous Optimization Processes", British Machine Vision Conference, 2006.
- Ali Iskurt, Sema Candemir, Yusuf Sinan Akgul. "Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images using Level sets", International Symposium on Computer and Information Sciences, 2006. (Lecture Notes In Computer Science, 2006, Vol 4263)
- Ulas Vural and Yusuf Sinan Akgul. "A Multiple Graph Cut Based Approach For Stereo Analysis", The German Association for Pattern Recognition, 2006. (Lecture Notes In Computer Science, 2006, Vol 4174)
- Yusuf Sinan Akgul and Chandra Kambhamettu. "Acoustic Flow and Its Applications", International Symposium on Computer and Information Sciences(Lecture Notes In Computer Science, 2005, Vol 3733)
- Sema Doguscu (Candemir) and Mustafa Unel. "Character Recognition Using Canonical Invariants", 2004. (Lecture Notes In Computer Science, 2004, Vol 3211)
Papers in Turkish
- H Coskun, S Yucer, A Akay, YS Akgul, "Learning based automated teleoperation system", IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey 2015.
- E Aslan, T Karakaya, E Unver, YS Akgul, "E Aslan, T Karakaya, E Unver, YS Akgul", IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey 2015.
- US Unal, E Unver, T Karakaya, YS Akgul, "Invoice Content table analysis with feature fusion", IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey 2015.
- NS Karakoc, S Karahan, YS Akgul, "Iterative estimation of the eye pupil center", IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey 2015.
- L. İlham Kalyon and Yusuf Sinan Akgül, "Document Table Detection and Analysis Using Projection Scale Space", IEEE 22. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Trabzon, Turkey 2014.
- Ali Eşref Aytaç, Orhan Aksoy, Yusuf Sinan Akgül, "Ship Positioning by Matching Radar Images and Map Data", IEEE 22. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Trabzon, Turkey 2014.
- Ayse Betul Oktay, Nur Banu Albayrak Yusuf Sinan Akgul, "Desiccation Detection from Lumbar MR Images", IEEE 21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Girne, Northern Cyprus 2013
- Mustafa Coker and Yusuf Sinan Akgul, "Classification and Mass Measurement of Nuts Using X-ray Images", IEEE 21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Girne, Northern Cyprus 2013
- Abdullah Akay, Umut Öndin ve Yusuf Sinan Akgul, "İki X-Işını Sensörü İle Malzeme Sınıflandırması", Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Temmuz 2012.
- Ulas Vural, Abdullah Akay ve Yusuf Sinan Akgul, "Stereo İçin Güvenilirlik Tabanlı Çizge-Kesme Algoritması", IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Nisan 2012.
- Nur Banu Albayrak, Ayse Betul Oktay ve Yusuf Sinan Akgul, "Bel Omurları Arası Disklerin Yerlerinin Belirlenmesi", IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Nisan 2012.
- Ayse Betul Oktay ve Yusuf Sinan Akgul, "Kalp Duvarlarının Adaboost ve Düzey Kümesi ile Bulunması", IEEE 18. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Diyarbakır, Nisan 2010.
Theses
- [Turkish] Şeyma Yücer, "Metric Learning Based Action Recognition From Three Dimensional Skeleton Data", Master Thesis, GTU, 2018
- [Turkish] Ilktan Ar, "A Computer Vision Approach to Recognize And to Track the Types of Physiotherapy Exercises", PhD Thesis, GTU, 2015
- [Turkish] Mahmut Salih SAYAR. "Depth Estimation From Multiaperture Images", MS Thesis, GIT, 2014.
- [Turkish] Samil Karahan. "3D Line of Gaze Estimation Method with Marked Glasses", MS Thesis, GIT, 2013.
- [Turkish] Ulas Vural. "Eye-Gaze Based 3D Computer Vision Applications", PhD Thesis, GIT, 2012.
- [Turkish] Abdullah Akay. "The Design of Stereo X-Ray Scanner and its Analysis in Computer Vision", MS Thesis, GIT, 2012.
- [Turkish] Merve Kilinc. "Age Estimation from Human Face Images", MS Thesis, GIT, 2012.
- [Turkish] Ayse Betul Oktay. "Machine Learning Based Object Localization And Contour Extraction In Medical Images With Prior Information", PhD Thesis, GIT, 2011.
- [Turkish] Sema Candemir. "Statistical Significance Based Computer Vision Applications", PhD Thesis, GIT, 2011.
- [Turkish] Tarkan Aydin. "Recovering 3D Structure From Images With Dual Meshes By Using Stereo, Focus and Defocus Information", PhD Thesis, GIT, 2011.
- [Turkish] Alparslan Yildiz. "A Realtime Multi-Camera System For The Generation Of Occlusion-Free Video", MS Thesis, GIT, 2009.
- [Turkish] Ulas Vural. "Recovery of 3D Structure Using Deformable Surfaces", MS Thesis, GIT, 2006.
- [Turkish] Sema Candemir. "Character Recognition Using Algebraic Curves ", MS Thesis, GIT, 2004.
Posters
- Sema Candemir and Yusuf Sinan Akgul. "A Nonparametric Statistical Approach for Stereo Correspondence", Metu Statistic Summer School, 2007.
- Alparslan YILDIZ and Yusuf Sinan Akgul. "A Multi-View Camera System for The Generation of Real-Time Occlusion-Free Scene Video", DAGM, 2007.
- [Turkish] Sema Candemir, Ali Iskurt, Yusuf Sinan Akgul. "Identification of Luminal and Medial Adventitial Borders in Intravascular Ultrasound Images using Level sets", CEBIT, 2005.
Seminars