lidya multisite > Computer Engineering Department > Mustafa Özuysal
Mustafa Özuysal
Associate Professor

Asst. Prof. Mustafa Özuysal have received his master’s degree from the METU Vision Lab. at the Middle East Technical University (METU) and his Ph.D. degree from the Computer Vision Laboratory (CVLAB) at the Ecole Polytechnique Fédérale de Lausanne (EPFL). His Ph.D. topic was object tracking-by-detection, camera egomotion estimation and augmented reality, specifically learning features from image and video sequences for fast and reliable object detection. He is currently directing the Visual Intelligence Research Group in our department.

 

  • B.Sc. : Electrical and Electronics Engineering, Middle East Technical University (2002)
  • M.Sc. : Electrical and Electronics Engineering, Middle East Technical University (2004)
  • Ph.D. : Computer, Communication, and Information Sciences, Ecole Polytechnique Fédérale de Lausanne, Switzerland, (2010)

Publications

2022

Furkan Eren Uzyıldırım; Mustafa Özuysal

Improving outdoor plane estimation without manual supervision Journal Article

Signal, Image and Video Processing, 16 (2), pp. 1–9, 2022.

BibTeX

2020

Mustafa Ilhan; Cansu Kucukkose; Eda Efe; Zehra Elif Gunyuz; Burcu Firatligil; Hulya Dogan; Mustafa Ozuysal; Ozden Yalcin-Ozuysal

Pro-metastatic functions of Notch signaling is mediated by CYR61 in breast cells Journal Article

European Journal of Cell Biology, 99 (2-3), pp. 151070, 2020.

BibTeX

Emre Ozkaya; Fatih Esad Topal; Tugrul Bulut; Merve Gursoy; Mustafa Ozuysal; Zeynep Karakaya

Evaluation of an artificial intelligence system for diagnosing scaphoid fracture on direct radiography Journal Article

European Journal of Trauma and Emergency Surgery, pp. 1–8, 2020.

BibTeX

Projects

  • Generative Probabilistic Modelling for Object Tracking and Detection, BAP
  • 3D Mapping for Indoor Navigation, BAP
  • Scalable Hybrid Object Recognition System, TÜBİTAK ARDEB 3501
  • B.Sc. : Electrical and Electronics Engineering, Middle East Technical University (2002)
  • M.Sc. : Electrical and Electronics Engineering, Middle East Technical University (2004)
  • Ph.D. : Computer, Communication, and Information Sciences, Ecole Polytechnique Fédérale de Lausanne, Switzerland, (2010)

Conference Paper

  • Özuysal, M., “Derin Ögrenme ile Zemin Dokusu Sınıflandırma - Ground texture classification with deep learning,” IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU, 2018.
  • Köksal, A., Uzyıldırım, F.E., Özuysal, M., "Üç Boyutlu Sahneler ve Nesne Tanıma için Gürbüz Anahtar Nokta Eşleştirilmesi - Robust Keypoint Matching for Three Dimensional Scenes and Object Recognition," IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU, 2017.
  • Özuysal, M., "Mobil Nesne Takibinin Hızlandırılması - Accelerating Mobile Object Tracking," IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU, 2016.
  • Uzyıldırım, F. E., Özuysal, M., "Instance Detection by Keypoint Matching beyond the Nearest Neighbor," Signal, Image and Video Processing, Vol. 10, Nr. 8, pp. 1527 - 1534, November 2016.
  • Abdella, J., Özuysal, M., Tomur, E., "CA‐ARBAC: Privacy Preserving Using Context‐Aware Role‐Based Access Control on Android Permission System," Security and Communication Networks, vol.9, no.18, pp.5977-5995, 2016.
  • Erdoğmuş, N., Özuysal, M., “Anahtar Noktalar Kullanarak Manzara Metni Tespiti – Scene Text Localization Using Keypoints," IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU, 2015.
  • Uzyıldırım, F. E., Köksal, A., Özuysal, M., "MSER ve FAST Tekrarlanabilirliğinin Detaylı bir Analizi - A Detailed Analysis of MSER and FAST Repeatibility," IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU, 2015.
  • Baştanlar, Y., Özuysal, M., "Introduction to Machine Learning", miRNomics: MicroRNA Biology and Computational Analysis, Springer Protocols, Humana Press. 2014.
  • Calonder, M., Lepetit, V., Özuysal, M., Trzcinski, T., Strecha, C., Fua, P., "BRIEF: Computing a Local Binary Descriptor Very Fast," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, Nr. 7, pp. 1281 - 1298, March 2012.
  • Serradell, E., Özuysal, M., Lepetit, V., Fua, P., Moreno-Noguer, F., "Combining Geometric and Appearance Priors for Robust Homography Estimation," European Conference on Computer Vision, ECCV, 2010.
  • Weinland, D., Özuysal, M., Fua, P., "Making Action Recognition Robust to Occlusions and Viewpoint Changes," European Conference on Computer Vision, ECCV, 2010.
  • Özuysal, M., Calonder, M., Lepetit, V., Fua, P., "Fast Keypoint Recognition using Random Ferns," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, Nr. 3, pp. 448 - 461, March 2010.
  • Özuysal, M., Lepetit, V., Fua, P., "Pose Estimation for Category Specific Multiview Object Localization," Conference on Computer Vision and Pattern Recognition, CVPR, 2009.
  • Özuysal, M., Fua, P., Lepetit, V., "Fast Keypoint Recognition in Ten Lines of Code," Conference on Computer Vision and Pattern Recognition, CVPR, 2007.
  • Özuysal, M., Lepetit, V., Fleuret, F., Fua, P., "Feature Harvesting for Tracking-by-Detection," European Conference on Computer Vision, ECCV, 2006.
  • Özuysal, M., "Manual and Auto Calibration of Stereo Camera Systems," M.S. Thesis, METU, 2004

  • Generative Probabilistic Modelling for Object Tracking and Detection, BAP
  • 3D Mapping for Indoor Navigation, BAP
  • Scalable Hybrid Object Recognition System, TÜBİTAK ARDEB 3501