Ilkay Ulusoy

According to our database, Ilkay Ulusoy authored at least 51 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors.

Ugurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir

Neuromorph. Comput. Eng., March, 2024

2023

Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool.

Ugurcan Çakal, Ilkay Ulusoy, Dylan R. Muir

CoRR, 2023

Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation.

Alper Kayabasi, Gülin Tüfekci, Ilkay Ulusoy

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels.

Görkem Algan, Ilkay Ulusoy

IEEE Trans. Image Process., 2022

Filtering Clean Sample from Noisy Datasets by Creating and Analyzing Artifical Class.

Ilkay Ulusoy, Botan Yildirim

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection.

Gülin Tüfekci, Alper Kayabasi, Ilkay Ulusoy

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders.

Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Image classification with deep learning in the presence of noisy labels: A survey.

Görkem Algan, Ilkay Ulusoy

Knowl. Based Syst., 2021

2020

Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach.

Görkem Algan, Ilkay Ulusoy, Saban Gönül, Banu Turgut, Berker Bakbak

CoRR, 2020

Label Noise Types and Their Effects on Deep Learning.

Görkem Algan, Ilkay Ulusoy

CoRR, 2020

Meta Soft Label Generation for Noisy Labels.

Görkem Algan, Ilkay Ulusoy

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Classification of fNIRS Data Using Deep Learning for Bipolar Disorder Detection.

Haluk Barkin Evgin, Oguzhan Babacan, Ilkay Ulusoy, Yasemin Hosgören, Adnan Kusman, Damla Sayar, Bora Baskak, Halise Devrimci Özgüven

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Retinal vessel segmentation using convolutional neural networks.

Mehmet Sefik Guleryuz, Ilkay Ulusoy

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

User comfort and energy efficiency in HVAC systems by Q-learning.

Sajjad Baghaee, Ilkay Ulusoy

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Hyperspectral Image Classification via Kernel Basic Thresholding Classifier.

Mehmet Altan Toksöz, Ilkay Ulusoy

IEEE Trans. Geosci. Remote. Sens., 2017

A comparative stationarity analysis of EEG signals.

V. Rasoulzadeh, E. C. Erkus, T. A. Yogurt, Ilkay Ulusoy, S. Aykan Zergeroglu

Ann. Oper. Res., 2017

Target detection in hyperspectral images using basic thresholding classifier.

Mehmet Altan Toksöz, Ilkay Ulusoy

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Hyperspectral Image Classification via Basic Thresholding Classifier.

Mehmet Altan Toksöz, Ilkay Ulusoy

IEEE Trans. Geosci. Remote. Sens., 2016

A probabilistic sparse skeleton based object detection.

Burak Altinoklu, Ilkay Ulusoy, Sibel Tari

Pattern Recognit. Lett., 2016

Classification via ensembles of basic thresholding classifiers.

Mehmet Altan Toksöz, Ilkay Ulusoy

IET Comput. Vis., 2016

2015

Railway Fastener Inspection by Real-Time Machine Vision.

Çaglar Aytekin, Yousef Rezaeitabar, Sedat Dogru, Ilkay Ulusoy

IEEE Trans. Syst. Man Cybern. Syst., 2015

2014

A Tracking System for the Recognition of Long Term Events in Surveillance Videos.

Ilkay Ulusoy, Yousef Rezaeitabar, Nihan K. Çiçekli

Proceedings of the ICT Innovations 2014, 2014

2013

Local Primitive Pattern for the Classification of SAR Images.

Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy

IEEE Trans. Geosci. Remote. Sens., 2013

Online annotation of faces in personal videos by sequential learning.

Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli

Multim. Tools Appl., 2013

Comparison of cuboid and tracklet features for action recognition on surveillance videos.

Ulya Bayram, Ilkay Ulusoy, Nihan Kesim Cicekli

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Automatic multi-scale segmentation of high spatial resolution satellite images using watersheds.

Kerem Sahin, Ilkay Ulusoy

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A framework for detecting complex events in surveillance videos.

Itir Onal, Karani Kardas, Yousef Rezaeitabar, Ulya Bayram, Murat Bal, Ilkay Ulusoy, Nihan Kesim Cicekli

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Learning complex event models using markov logic networks.

Karani Kardas, Ilkay Ulusoy, Nihan Kesim Cicekli

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Automatic 3D segmentation of individual facial muscles using unlabeled prior information.

Yousef Rezaeitabar, Ilkay Ulusoy

Int. J. Comput. Assist. Radiol. Surg., 2012

Real time FPGA implementation of Full Search video stabilization method.

Ismail Ozsarac, Ilkay Ulusoy

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Classification of hyperspectral images based on weighted DMPS.

Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel feature extraction method for the classification of SAR images.

Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology.

Örsan Aytekin, Ilkay Ulusoy

Pattern Recognit. Lett., 2011

Anatomical and dynamic volume spline model applied to facial soft tissue.

Ilkay Ulusoy, Erdem Akagündüz, Murat Yirci

Comput. Animat. Virtual Worlds, 2011

VHR image segmentation using over segmented regions in a MRF model.

Örsan Aytekin, Yousef Rezaeitabar, Ilkay Ulusoy

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos.

Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli

Proceedings of the Computer and Information Sciences, 2010

Gender and Age Groups Classifications for Semantic Annotation of Videos.

Gökhan Yaprakkaya, Nihan Kesim Cicekli, Ilkay Ulusoy

Proceedings of the Computer and Information Sciences, 2010

2009

Scale-space approach for the comparison of HK and SC curvature descriptions as applied to object recognition.

Erdem Akagündüz, Omer Eskizara, Ilkay Ulusoy

Proceedings of the International Conference on Image Processing, 2009

2008

Deliniation of Slope Units based on Scale and Resolution Invariant 3D Curvature Extraction.

Erdem Akagündüz, Arzu Erener, Ilkay Ulusoy, H. Sebnem Düzgün

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

A statistical approach to sparse multi-scale phase-based stereo.

Ilkay Ulusoy, Edwin R. Hancock

Pattern Recognit., 2007

3D Object Representation Using Transform and Scale Invariant 3D Features.

Erdem Akagündüz, Ilkay Ulusoy

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Extraction of 3D Transform and Scale Invariant Patches from Range Scans.

Erdem Akagündüz, Ilkay Ulusoy

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Comparison of Generative and Discriminative Techniques for Object Detection and Classification.

Ilkay Ulusoy, Christopher M. Bishop

Proceedings of the Toward Category-Level Object Recognition, 2006

2005

A Generative Model for Multi Class Object Recognition and Detection.

Ilkay Ulusoy

Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005

The 2005 PASCAL Visual Object Classes Challenge.

Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang

Proceedings of the Machine Learning Challenges, 2005

Generative versus Discriminative Methods for Object Recognition.

Ilkay Ulusoy, Christopher M. Bishop

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Time-frequency analysis of visual evoked potentials for interhemispheric transfer time and proportion in callosal fibers of different diameters.

Ilkay Ulusoy, Ugur Halici, Erhan Nalçaci, Ilker Anaç, Kemal Leblebicioglu, Canan Basar-Ero

Biol. Cybern., 2004

3D Cognitive Map Construction by Active Stereo Vision in a Virtual World.

Ilkay Ulusoy, Ugur Halici, Kemal Leblebicioglu

Proceedings of the Computer and Information Sciences, 2004

Probabilistic Phase Based Sparse Stereo.

Ilkay Ulusoy, Ugur Halici, Edwin R. Hancock

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Object Recognition via Local Patch Labelling.

Christopher M. Bishop, Ilkay Ulusoy

Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

2002

Disparity Using Feature Points in Multi Scale.

Ilkay Ulusoy, Edwin R. Hancock, Ugur Halici

Proceedings of the Structural, 2002