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Journal Publications

  • Ali Seydi Keçeli, Aydin Kaya, Ahmet Burak Can (2022). 3D Skeletal Volume Templates for Deep Learning-Based Activity Recognition. Electronics, 11(21), 3567.

  • Işıl Karabey Aksakallı, Turgay Celik, Ahmet Burak Can, Bedir Tekinerdogan (2022). Micro-IDE: A tool platform for generating efficient deployment alternatives based on microservices. Software: Practice and Experience, 52(7), 1756-1782.

  • Ali Caglayan, Nevrez Imamoglu, Ahmet Burak Can, Ryosuke Nakamura (2022). When CNNs meet random RNNs: Towards multi-level analysis for RGB-D object and scene recognition. Computer Vision and Image Understanding, 103373.

  • Işıl Karabey Aksakallı, Turgay Celik, Ahmet Burak Can, Bedir Tekinerdogan (2021). A Model-Driven Architecture for Automated Deployment of Microservices. Applied Sciences, 11(20), 9617 .

  • Işıl Karabey Aksakallı, Turgay Celik, Ahmet Burak Can, Bedir Tekinerdogan (2021). Deployment and communication patterns in microservice architectures: A systematic literature review. Journal of Systems and Software, 111014.

  • Işıl Karabey Aksakallı, Turgay Celik, Ahmet Burak Can, Bedir Tekinerdogan (2021). Systematic Approach for Generation of Feasible Deployment Alternatives for Microservices. IEEE Access, 9, 29505-29529.

  • Oguzhan Guclu, Ahmet Burak Can, Integrating global and local image features for enhanced loop closure detection in RGB-D SLAM systems, The Visual Computer, Volume 36, June 2020, Pages 1271–1290 PDF

  • Oguzhan Guclu, Ahmet Burak Can, k-SLAM: A fast RGB-D SLAM approach for large indoor environments, Computer Vision and Image Understanding, Volume 184, July 2019, Pages 31-44, 2019 PDF

  • Aydin Kaya, Ali Seydi Keçeli, Ahmet Burak Can, Examination of various classification strategies in classification of lung nodule characteristics (Akciğer nodül özelliklerinin tahmininde çeşitli sınıflama stratejilerinin incelenmesi), Gazi MMF Journal, 34:2 2019 PDF

  • Ali Caglayan, Ahmet Burak Can, Volumetric Object Recognition Using 3D CNNs on Depth Data, IEEE Access, vol. 6, pp. 20058-20066, 2018. PDF

  • Ali Seydi Keçeli, Aydin Kaya, Ahmet Burak Can, Combining 2D and 3D Deep Models for Action Recognition with Depth Information, Signal, Image and Video Processing, Sep 2018, Volume 12, Issue 6, pp 1197–1205 PDF

  • Ali Seydi Keçeli, Aydin Kaya, Ahmet Burak Can, Depth features to recognize dyadic interactions, IET Computer Vision, Vol. 12 (3), pp. 331-339, 2018. PDF

  • Yasin Şahin, Ahmet Burak Can, Consistency Based Trust Management in P2P Networks, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 26(2), pp. 631-643, 2018. PDF

  • Oguzhan Guclu, Ahmet Burak Can, Fast and Effective Loop Closure Detection to Improve SLAM Performance, Journal of Intelligent & Robotic Systems, Volume 93, Issue 3–4, pp 495–517, 2019 PDF

  • Aydın Kaya, Ali Seydi Keçeli, Ahmet Burak Can, Hasan Basri Çakmak, Cyclotorsion Measurement by Using Scleral Blood Vessels, Computers in Biology and Medicine, Vol. 87, pp. 152-161, 2017. PDF

  • Ali Seydi Keçeli, Ahmet Burak Can, Aydın Kaya, A GPU-Based Approach for Automatic Segmentation of White Matter Lesions, IETE Journal of Research, Vol. 63, Issue:4, pp.461-472, 2017. PDF

  • Aydın Kaya, Ahmet Burak Can, A Weighted Rule Based Method for Predicting Malignancy of Pulmonary Nodules by Nodule Characteristics, Journal of Biomedical Informatics, Vol. 56, pp. 69-79, 2015. PDF

  • Uğur Eray Tahta, Sevil Şen, Ahmet Burak Can, GenTrust: A Genetic Trust Management Model for Peer-To-Peer Systems, Applied Soft Computing, Vol. 34, pp. 693-704, 2015. PDF

  • Ahmet Burak Can, Bharat Bhargava, k-anonymity Chord for Anonymous Query Response. International Journal of Next-Generation Computing, 5(3), Nov 2014.

  • Ali Seydi Keçeli, Ahmet Burak Can, Recognition of Basic Human Actions Using Depth Information, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 28, No. 02, 2014. PDF

  • Ahmet Burak Can, Bharat Bhargava, SORT: A Self-ORganizing Trust Model for Peer-to-Peer Systems, IEEE Transactions on Dependable and Secure Computing, Vol. 10, No. 1, pp. 14-27, Jan.-Feb. 2013 PDF

  • N. Yesiloglu-Gultekin, A.S. Keceli, E.A. Sezer, A.B. Can, C. Gokceoglu, H. Bayhan, A computer program (TSecSoft) to determine mineral percentages using photographs obtained from thin sections, Computers & Geosciences, Vol. 46, pp 310-316, 2012. PDF

Conference Publications

  • Ali Osman Serhatoglu, , Oguzhan Guclu, Ahmet Burak Can, RGB-D SLAM with Deep Depth Completion, International Conference on Artificial Intelligence and Soft Computing, 2022

  • Halil İbrahim Öztürk, Ahmet Burak Can. "ADNet: Temporal Anomaly Detection in Surveillance Videos." 25th Intenational Conference on Pattern Recognition, (ICPR), FGVRID Workshop: Fine-Grained Visual Recognition and re-Identification, 2021 PDF - CODE

  • Nihat Tekeli, Ahmet Burak Can, Distance based Training for Cross-Modality Person Re-Identification, IEEE International Conference on Computer Vision (ICCV) Workshops: Cross-Modal Learning in Real World Workshop (CroMoL), 2019. PDF

  • Sercan Türker, Ahmet Burak Can, AndMFC: Android Malware Family Classification Framework, IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Workshops - W4: Workshop on Machine Learning for Security and Cryptography: ML4SeC, 2019. CODE

  • Oğuzhan Güçlü, Ali Çağlayan, Ahmet Burak Can, RGB-D Indoor Mapping Using Deep Features, Workshop on Autonomous Driving (WAD), Computer Vision and Pattern Recognition (CVPR), 2019. PDF

  • Ali Çağlayan, Ahmet Burak Can, Exploiting Multi-Layer Features Using a CNN-RNN Approach for RGB-D Object Recognition, Workshop on 3D Reconstruction Meets Semantics (3DRMS), Europian Conference On Computer Vision (ECCV), 2018. PDF - CODE

  • Hamdi Yalın Yalıç, Ahmet Burak Can, Segmentation of Objects in RGB-D Scenes by Clustering Surfaces, IEEE 26. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2018

  • Hamdi Yalın Yalıç, Ahmet Burak Can, Automatic Object Segmentation using Surface Normals and Region Similarity on RGB-D data, 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2018

  • Efsun Sefa Sezer, Ahmet Burak Can, Anomaly Detection in Crowded Scenes Using Log-Euclidean Covariance Matrix, 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2018

  • Ali Çağlayan, Ahmet Burak Can, An Empirical Analysis of Deep Feature Learning for RGB-D Object Recognition, The 14th International Conference on Image Analysis and Recognition (ICIAR), 2017

  • Aydın Kaya, Ali Seydi Keçeli, Ahmet Burak Can, Investigation of Transfer Learning on Nodule Characteristics , IEEE 25. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2017

  • Ali Seydi Keçeli, Aydın Kaya, Ahmet Burak Can, Action Recognition with Skeletal Volume and Deep Learning , IEEE 25. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2017

  • Ali Çağlayan, Ahmet Burak Can, 3D Convolutional Object Recognition using VolumetricRepresentations of Depth Data, The 15th IAPR International Conference on Machine Vision Applications (MVA), 2017

  • Oguzhan Guclu, Ahmet Burak Can, Histogram Based Visual Place Recognition for Improving SLAM Performance. The IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2016

  • Ali Seydi Keçeli, Ahmet Burak Can, Low Latency Action Recognition With Depth Information. International Conference on Computer Vision Theory and Applications (VISAPP), 2016

  • Aydın Kaya, Ahmet Burak Can, Malignancy Prediction By Using Characteristic-Based Fuzzy Sets: A Preliminary Study. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015

  • Oguzhan Guclu, Ahmet Burak Can, A Comparison of Feature Detectors and Descriptors in RGB-D SLAM Methods. International Conference on Image Analysis and Recognition (ICIAR), LNCS Vol. 9164, pp 297-305 ,2015

  • Aydın Kaya, Ahmet Burak Can, eFis: A Fuzzy Inference Method for Predicting Malignancy of Small Pulmonary Nodules, 11th International Conference on Image Analysis and Recognition (ICIAR), LNCS Vol. 8815, pp 255-262, 2014

  • Aydın Kaya, Ahmet Burak Can, Determining Malignancy of Small Pulmonary Nodules by Nodule Characteristics, 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC), 2014

  • Ali Seydi Keçeli, Ahmet Burak Can, A Multimodal Approach for Recognizing Human Actions Using Depth Information, 22nd International Conference on Pattern Recognition (ICPR), 2014

  • Ali Seydi Keçeli, Ahmet Burak Can, Action Recognition Based on Feature Extraction From Time Series, IEEE 22. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2014

  • Uğur Eray Tahta, Ahmet Burak Can, Sevil Şen, Evolving a Trust Model for Peer-To-Peer Networks Using Genetic Programming, Evostar Conference, LNCS Vol. 8602, pp 3-14, 2014.

  • Serkan Cakmak, Ahmet Burak Can, Incentive Models in Peer-to-peer Networks, 6th International Information Security and Cryptology Conference, 2013.

  • Ali Caglayan, Oguzhan Guclu, Ahmet Burak Can, A Plant Recognition Approach Using Shape and Color Features in Leaf Images, 17th International Conference on Image Analysis and Processing (ICIAP), LNCS, Vol. 8157, pp 161-170, 2013

  • Aydın Kaya, Ahmet Burak Can, Characterization of Lung Nodules, IEEE 21. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2013

  • Ali Seydi Keçeli, Ahmet Burak Can, Recognition of Human Actions By using Depth Information, IEEE 21. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2013

  • Kazım Sarıkaya, Ahmet Burak Can, Password-based Client Authentication for SSL/TLS Using ElGamal and Chebyshev Polynomials, 5th International Conference on Application of Information and Communication Technologies (AICT), 2011

  • Hamdi Yalın Yalıç, Ahmet Burak Can, Automatic Recognition of Traffic Signs, 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011

  • Ali Seydi Keçeli, Ahmet Burak Can, GPU Based Brain Segmentation Method, IEEE 19. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2011

  • Seda Tankız, Tuğrul Ateş, Ahmet Burak Can, Content Based Video Copy Detection By Shot Segmentation, IEEE 19. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2011

  • Ahmet Burak Can, Bharat Bhargava, Anonymous Access to Trust Information Using k-anonymity Chord, The Second International Conference on Advances in P2P Systems (AP2PS), 2010

  • Hüseyin Temucin, Ahmet Burak Can, File Encryption and Decryption using Graphics Processor Units, 4th International Information Security and Cryptology Conference, 2010

  • Aydın Kaya, Ahmet Burak Can, Hasan Basri Çakmak, Designing A Pattern Stabilization Method Using Scleral Blood Vessels For Laser Eye Surgery, 20th International Conference on Pattern Recognition (ICPR), 2010

  • Aydın Kaya, Ahmet Burak Can, Developing an Eye Tracking Method For Laser Eye Surgery, IEEE 17. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2009

  • Ali Seydi Keçeli, Ahmet Burak Can, Automatic Segmentation Of White Matter Lesions, IEEE 17. Sinyal İşleme ve İletişim Uygulamaları (SIU) Kurultayı, 2009

  • Ahmet Burak Can, Ali Saatci, A Framework for X.500 and UNIX Integration, 16th International Symposium on Computer and Information Sciences (ISCIS), 2001

Other Publications

  • Ahmet Burak Can, Trust and Anonymity in Peer-to-peer Systems, Ph.D. Thesis, Purdue University, Aug 2007

  • Ahmet Burak Can, Bharat Bhargava, SORT: A Self-ORganizing Trust Model for Peer-to-Peer Systems, Technical Report #06-016, Purdue University, 2006

  • Ahmet Burak Can, LDAP Based UNIX User Authentication and Control System, MSc. Thesis, Hacettepe University, Aug 2001 (In Turkish)

Thesis Supervision

Ph.D.

  • Işıl Karabey AKSAKALLI, Mikroservisler İçin Verimli Yerleştirme Alternatiflerinin Türetilmesi (Deriving Feasible Deployment Alternatives For Microservices), Ph.D. 2021

  • Ali ÇAĞLAYAN, Derin öğrenme tekniklerini kullanarak RGB-D nesne tanıma (RGB-D object recognition using deep learning techniques), Ph.D. 2018

  • Oğuzhan GÜÇLÜ, RGB-D Algılayıcılar Kullanılarak Eş Zamanlı Konum Belirleme Ve Haritalama, (Simultaneous Localization And Mapping Using RGB-D Sensors), Ph.D. 2018

  • Aydın KAYA, Bilgisayar Destekli Tanı Sistemi İle Akciğer Nodüllerinin Nitelendirilmesi, (Characterization of Lung Nodules With Computer Aided Diagnosis System), Ph.D. 2015

  • Ali Seydi Keçeli, Derinlik Bilgisi Kullanılarak İnsan Hareketlerinin Tanınması, (Recognition of Human Actions Using Depth Information), Ph.D. 2015

M.Sc.

  • Halil İbrahim ÖZTÜRK, Videoda Zamansal Anomali Yerelleştirilmesi, (Temporal Anomaly Localization In Video), M.Sc. 2021

  • Sercan TÜRKER, Zararli Android Yazılımlarının Makine Öğrenmesİ İle Ailelerine Göre Sınıflandırılması, (Android Malware Family Classification With Machine Learning), M.Sc. 2019

  • Orhun DALABASMAZ, Dinamik Anahtar Gruplama: Dağıtık Akan-Veri Katarı İşleme Sistemleri İçin Bir Yük Dengeleme Algoritması, (Dynamic Key Grouping: A Load Balancing Algorithm For Distributed Stream Processing Engines), M.Sc. 2018

  • Efsun Sefa SEZER, Kalabalık Gözetleme Ortamlarında Anomali Tespiti, (Anomaly Detectıon In Crowded Surveıllance Scenes), M.Sc. 2017

  • Serkan Çakmak, Eşler Arası Ağlarda Güven Tabanlı Teşvik Modeli, (Trust-based Incentive Model in Peer-to-peer Networks), M.Sc. 2014

  • Uğur Eray Tahta, Eşler Arası Ağlarda Güven Yönetiminin Genetik Programlama ile Sağlanması, (Trust Management In Peer-To-Peer Networks Using Genetic Programming), M.Sc. 2014
    Co-advised with Dr. Sevil Şen

  • Kazım SARIKAYA, SSL/TLS Protokolü İçin Parolaya Dayalı İstemci Doğrulamanın Elgamal Ve Chebyshev Polinomları İle Gerçekleştirimi, (Password-Based Client Authentication For SSL/TLS Protocol Using Elgamal And Chebyshev Polynomials), M.Sc. 2012

  • Yalın YALIÇ, Türkiye Karayollarındaki Trafik İşaretlerinin Gerçek Zamanlı Olarak Otomatik Tanınması Ve Eşleştirilmesi İçin Bir Yazılımın Tasarım Ve Gerçekleştirimi, (Design And Implementation Of A Software For Automatic Recognition And Matching Of Traffic Signs In Turkey Highways) M.Sc. 2010

  • Aydın KAYA, Lazer Göz Cerrahisi İçin Bir Örüntü Takip Ve Çakıştırma Yöntemi Geliştirilmesi, (Developing A Pattern Tracking And Registration Method For Laser Eye Surgery), M.Sc. 2009

  • Ali Seydi KEÇELİ, Beyaz Cevher Lezyonlarının Otomatik Tespiti İçin Bir Sistemin Tasarım Ve Gerçekleştirimi, (Design And Implementation Of A System For Automatic Segmentation Of White Matter Lesions), M.Sc. 2009

Current Students

  • Yalın Yalıç (Ph.D.)

  • Yasin Şahin (Ph.D.)

  • Ali Osman Serhatoğlu (Ph.D.)

  • Tahir Kılıç (Ph.D.)

  • Burçak Asal (Ph.D.)

  • Nihat Tekeli (Ph.D.)

  • Onur Aktaş (Ph.D.)

  • Efsun Sefa Sezer (Ph.D.)

  • Aytekin Yıldızhan (Ph.D.)

  • Eren Bostancı (Ph.D.)

  • İlayda Çavuşoğlu Asghari Dilmani (M.Sc.)

  • Mustafa Yılmaz (M.Sc.)

  • Özkan Mert Öztürk (M.Sc.)