Publications

Google Scholar · ResearchGate

Dissertation & Thesis

  1. Retinal Image Analytics: A Complete Framework from Segmentation to Diagnosis Ataer-Cansizoglu E. PhD Dissertation, Northeastern University, Boston, MA, 2015. Advisor: D. Erdogmus.
  2. A New Representation for Matching Words Ataer E. MS Thesis, Bilkent University, Ankara, Turkey, 2007. Advisor: P. Duygulu.

Journal Papers

  1. Computer-based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated with Expert Diagnosis Ataer-Cansizoglu E, Bolon-Canedo E, Campbell JP, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel S, Jonas K, Chan RVP, Ostmo S, Chiang MF. Translational Vision Science and Technology (TVST). 2016.
  2. Plus Disease: Is It More Than Meets the ICROP? Insights about Expert Diagnosis from Computer-based Image Analysis Campbell JP, Ataer-Cansizoglu E, et al. Investigative Ophthalmology & Visual Science (IOVS). 2016; 57(12).
  3. Minor Surfaces are Boundaries of Mode-Based Clusters Ataer-Cansizoglu E, Akcakaya M, Erdogmus D. IEEE Signal Processing Letters (SPL). 2015; 22(7):891–895.
  4. Application of Machine Learning Principles to Analysis of Underlying Causes of Inter-Expert Disagreement in Retinopathy of Prematurity Diagnosis Ataer-Cansizoglu E, Kalpathy-Cramer J, You S, Keck K, Erdogmus D, Chiang MF. Methods of Information in Medicine. 2015; 54(1):93–102.
  5. Dealing with Inter-Expert Variability in Retinopathy of Prematurity: A Machine Learning Approach Bolón-Canedo V, Ataer-Cansizoglu E, Erdogmus D, Kalpathy-Cramer J, et al. Computer Methods and Programs in Biomedicine. 2015; 122(1):1–15.
  6. Structure-based Level Set Method for Automatic Retinal Vasculature Segmentation Dizdaroglu B, Ataer-Cansizoglu E, Kalpathy-Cramer J, Keck K, Chiang MF, Erdogmus D. EURASIP Journal on Image and Video Processing. 2014; 2014(1):1–26.
  7. Manifold Learning by Preserving Distance Orders Ataer-Cansizoglu E, Akcakaya M, Orhan U, Erdogmus D. Pattern Recognition Letters. 2013; 38:120–131.
  8. Plus Disease Diagnosis in Retinopathy of Prematurity: Vascular Tortuosity as a Function of Distance from Optic Disc Keck KM, Kalpathy-Cramer J, Ataer-Cansizoglu E, You S, Erdogmus D, Chiang MF. Journal of Retina. 2013; 33(8):1700–1707.
  9. Contour-Based Shape Representation using Principal Curves Ataer-Cansizoglu E, Bas E, Kalpathy-Cramer J, Sharp G, Erdogmus D. Pattern Recognition. 2012; 46(4):1140–1150.

Conference Papers

  1. Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-resolution Network Ataer-Cansizoglu E, Jones M, Zhang Z, Sullivan A. ArXiv Preprint. 2018.
  2. Active Descriptor Learning for Feature Matching Kocanaogullari A, Ataer-Cansizoglu E. ECCV Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL). 2018.
  3. Super-resolution of Very Low-Resolution Faces from Videos Ataer-Cansizoglu E, Jones M. British Machine Vision Conference (BMVC). 2018.
  4. 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances Abbeloos W, Caccamo S, Ataer-Cansizoglu E, Taguchi Y, Domae Y. International Conference on 3D Vision. 2017.
  5. Joint 3D Reconstruction of a Static Scene and Moving Objects Caccamo S, Ataer-Cansizoglu E, Taguchi Y. International Conference on 3D Vision. 2017.
  6. Detecting and Grouping Identical Objects for Region Proposal Classification Abbeloos W, Caccamo S, Ataer-Cansizoglu E, Taguchi Y, Feng C, Lee T. CVPR Workshop on Deep Learning for Robotic Vision. 2017.
  7. Object Detection and Tracking in RGB-D SLAM via Hierarchical Feature Grouping Ataer-Cansizoglu E, Taguchi Y. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2016.
  8. Pinpoint SLAM: A Hybrid of 2D and 3D Simultaneous Localization and Mapping for RGB-D Sensors Ataer-Cansizoglu E, Taguchi Y, Ramalingam S. IEEE International Conference on Robotics and Automation (ICRA). 2016; 1300–1307.
  9. Toward a Severity Index for ROP: An Unsupervised Approach Tian P, Ataer-Cansizoglu E, et al. IEEE Engineering in Medicine and Biology Society (EMBC). 2016.
  10. Analysis of Shape Assumptions in 3D Reconstruction of Retina from Multiple Fundus Images Ataer-Cansizoglu E, Taguchi Y, Kalpathy-Cramer J, Chiang MF, Erdogmus D. IEEE International Symposium on Biomedical Imaging (ISBI). 2015; 1502–1505.
  11. A GMM-based Feature Extraction Technique for the Automated Diagnosis of Retinopathy of Prematurity Bolon-Canedo V, Ataer-Cansizoglu E, et al. IEEE International Symposium on Biomedical Imaging (ISBI). 2015; 1498–1501.
  12. Calibration of Non-Overlapping Cameras Using an External SLAM System Ataer-Cansizoglu E, Taguchi Y, Ramalingam S, Miki Y. International Conference on 3D Vision. 2014.
  13. Tracking an RGB-D Camera using Points and Planes Ataer-Cansizoglu E, Taguchi Y, Ramalingam S, Garaas T. IEEE Workshop on Consumer Depth Cameras for Computer Vision (ICCV). 2013; 51–58.
  14. A Mode-Based Clustering Algorithm without Mode-Seeking Ataer-Cansizoglu E, Erdogmus D. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2012; 1925–1928.
  15. Observer and Feature Analysis on Diagnosis of Retinopathy of Prematurity Ataer-Cansizoglu E, You S, Kalpathy-Cramer J, Keck KM, Chiang MF, Erdogmus D. IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 2012; 1–6.
  16. Retinal Vasculature Segmentation using Principal Spanning Forests Bas E, Ataer-Cansizoglu E, Kalpathy-Cramer J, Erdogmus D. IEEE International Symposium on Biomedical Imaging (ISBI). 2012; 1792–1795.
  17. Unsupervised Wrinkle Detection in Reflectance Confocal Microscopy Images of the Human Skin Sourati J, Brooks DH, Dy JG, Ataer-Cansizoglu E, Erdogmus D. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2012; 705–708.
  18. Level Sets for Retinal Vasculature Segmentation Using Seeds from Ridges and Edges from Phase Maps Dizdaroglu B, Ataer-Cansizoglu E, et al. IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 2012.
  19. A SIFT-Point Distribution-based Method for Head Pose Estimation Ghadarghadar N, Ataer-Cansizoglu E, Zhang P, Erdogmus D. IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 2012.
  20. Local Linear Approximation of Principal Curve Projections Zhang P, Ataer-Cansizoglu E, Erdogmus D. IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 2012.
  21. Microvascular Blood Flow Estimation in Sublingual Microcirculation Videos Based on a Principal Curve Tracing Algorithm You S, Ataer-Cansizoglu E, et al. IEEE International Workshop on Machine Learning for Signal Processing (MLSP). 2012.
  22. Motion Flow Analysis in Cell Videos Using a Multi-Level Clustering Method Ataer-Cansizoglu E, Ghadarghadar N, et al. IEEE Engineering in Medicine and Biology Society (EMBC). 2011; 7767–7770.
  23. Principal Curve Based Semi-Automatic Segmentation of Organs in 3D-CT You S, Bas E, Ataer-Cansizoglu E, et al. IEEE Engineering in Medicine and Biology Society (EMBC). 2011; 6220–6223.
  24. Towards Respiration Management in Radiation Treatment of Lung Tumors Ataer-Cansizoglu E, Bas E, et al. IEEE Engineering in Medicine and Biology (EMBC). 2010; 3101–3104.
  25. An Information Fusion Approach for Multiview Feature Tracking Ataer-Cansizoglu E, Betke M. International Conference on Pattern Recognition (ICPR). 2010; 1706–1709.
  26. A Novel Application of Principal Surfaces for the Segmentation in 4D CT for Radiation Treatment Planning You S, Ataer-Cansizoglu E, et al. International Conference on Machine Learning and Applications (ICMLA). 2010; 758–763.
  27. Movement and Recovery Analysis of a Mouse-Replacement Interface for Users with Severe Disabilities Connor C, Yu E, Magee J, Cansizoglu E, Epstein S, Betke M. International Conference on Human-Computer Interaction. 2009; 493–502.
  28. Matching Ottoman Words: An Image Retrieval Approach to Historical Document Ataer E, Duygulu P. ACM International Conference on Image and Video Retrieval (CIVR). 2007; 341–347.
  29. Matching Ottoman Words – Osmanlica Kelimeleri Esleme Ataer E, Duygulu P. IEEE 15. Sinyal Isleme ve Iletisim Uygulamalar Kurultay (SIU). 2007. Turkish.
  30. Retrieval of Ottoman Documents Ataer E, Duygulu P. ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR). 2006; 155–162.
  31. PATIKAweb: A Web Service for Querying, Visualizing and Analyzing a Graph-based Pathway Database Aksay C, Arik F, Ataer E, et al. International Conference on Intelligent Systems in Molecular Biology (ISMB). 2005.