Ilkay Ulusoy
Ilkay Ulusoy
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The 2005 pascal visual object classes challenge
M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ...
Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual …, 2006
Image classification with deep learning in the presence of noisy labels: A survey
G Algan, I Ulusoy
Knowledge-Based Systems 215, 106771, 2021
Generative versus discriminative methods for object recognition
I Ulusoy, CM Bishop
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
Railway fastener inspection by real-time machine vision
Ç Aytekin, Y Rezaeitabar, S Dogru, I Ulusoy
IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (7), 1101-1107, 2015
Label noise types and their effects on deep learning
G Algan, I Ulusoy
arXiv preprint arXiv:2003.10471, 2020
Unsupervised building detection in complex urban environments from multispectral satellite imagery
Ö Aytekın, A Erener, İ Ulusoy, Ş Düzgün
International Journal of Remote Sensing 33 (7), 2152-2177, 2012
Comparison of generative and discriminative techniques for object detection and classification
I Ulusoy, CM Bishop
Toward Category-Level Object Recognition, 173-195, 2006
Meta soft label generation for noisy labels
G Algan, I Ulusoy
2020 25th International Conference on Pattern Recognition (ICPR), 7142-7148, 2021
New method for the fusion of complementary information from infrared and visual images for object detection
I Ulusoy, H Yuruk
IET Image Processing 5 (1), 36-48, 2011
3D object representation using transform and scale invariant 3D features
E Akagunduz, I Ulusoy
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
Hyperspectral image classification via basic thresholding classifier
MA Toksöz, I Ulusoy
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4039-4051, 2016
Automatic and unsupervised building extraction in complex urban environments from multi spectral satellite imagery
O Aytekin, I Ulusoy, A Erener, HSB Duzgun
2009 4th international conference on recent advances in space technologies …, 2009
User comfort and energy efficiency in HVAC systems by Q-learning
S Baghaee, I Ulusoy
2018 26th signal processing and communications applications conference (SIU …, 2018
Local primitive pattern for the classification of SAR images
Ö Aytekin, M Koc, I Ulusoy
IEEE transactions on geoscience and remote sensing 51 (4), 2431-2441, 2012
Airport runway detection in satellite images by Adaboost learning
U Zongur, U Halici, O Aytekin, I Ulusoy
Image and Signal Processing for Remote Sensing XV 7477, 54-65, 2009
Hyperspectral image classification via kernel basic thresholding classifier
MA Toksöz, I Ulusoy
IEEE Transactions on Geoscience and Remote Sensing 55 (2), 715-728, 2016
Performance evaluation of building detection and digital surface model extraction algorithms: Outcomes of the PRRS 2008 algorithm performance contest
S Aksoy, B Ozdemir, S Eckert, F Kayitakire, M Pesarasi, O Aytekin, ...
2008 IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008), 1-12, 2008
3D face recognition performance under adversarial conditions
A Savran, O Celiktutan, A Akyol, J Trojanová, H Dibeklioglu, S Esenlik, ...
TELE, Universite catholique de Louvain, 2007
Object recognition via local patch labelling
CM Bishop, I Ulusoy
International Workshop on Deterministic and Statistical Methods in Machine …, 2004
Extraction of 3D transform and scale invariant patches from range scans
E Akagunduz, I Ulusoy
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
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