Ilkay Ulusoy

58 papers A* 2A 1B 2C 4Journal 24Unranked 24
YearRankTypeTitle / Venue / Authors
2024 J jnl
Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors.
Neuromorph. Comput. Eng.
Ugurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir
2024 — conf
Utilizing Class-Agnostic Point-to-Box Regressors as Object Proposal Generators.
ECCV Workshops (18)
Gulin Tufekci Dogan, Ramazan Gokberk Cinbis, Ilkay Ulusoy
2023 A conf
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation.
WACV
Alper Kayabasi, Gülin Tüfekci, Ilkay Ulusoy
2023 J jnl
Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool.
CoRR
Ugurcan Çakal, Ilkay Ulusoy, Dylan R. Muir
2022 — conf
A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection.
SIU
Gülin Tüfekci, Alper Kayabasi, Ilkay Ulusoy
2022 — conf
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders.
ECCV Workshops (6)
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
2022 J jnl
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders.
CoRR
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
2022 J jnl
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation.
CoRR
Alper Kayabasi, Gülin Tüfekci, Ilkay Ulusoy
2022 — conf
Filtering Clean Sample from Noisy Datasets by Creating and Analyzing Artifical Class.
SIU
Ilkay Ulusoy, Botan Yildirim
2022 J jnl
MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels.
IEEE Trans. Image Process.
Görkem Algan, Ilkay Ulusoy
2021 J jnl
Image classification with deep learning in the presence of noisy labels: A survey.
Knowl. Based Syst.
Görkem Algan, Ilkay Ulusoy
2021 J jnl
MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels.
CoRR
Görkem Algan, Ilkay Ulusoy
2020 J jnl
Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach.
CoRR
Görkem Algan, Ilkay Ulusoy, Saban Gönül, Banu Turgut, Berker Bakbak
2020 J jnl
Label Noise Types and Their Effects on Deep Learning.
CoRR
Görkem Algan, Ilkay Ulusoy
2020 B conf
Meta Soft Label Generation for Noisy Labels.
ICPR
Görkem Algan, Ilkay Ulusoy
2020 J jnl
Meta Soft Label Generation for Noisy Labels.
CoRR
Görkem Algan, Ilkay Ulusoy
2019 — conf
Classification of fNIRS Data Using Deep Learning for Bipolar Disorder Detection.
SIU
Haluk Barkin Evgin, Oguzhan Babacan, Ilkay Ulusoy, Yasemin Hosgören, Adnan Kusman, Damla Sayar, Bora Baskak, Halise Devrimci Özgüven
2019 J jnl
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey.
CoRR
Görkem Algan, Ilkay Ulusoy
2018 — conf
Retinal vessel segmentation using convolutional neural networks.
SIU
Mehmet Sefik Guleryuz, Ilkay Ulusoy
2018 — conf
User comfort and energy efficiency in HVAC systems by Q-learning.
SIU
Sajjad Baghaee, Ilkay Ulusoy
2017 J jnl
A comparative stationarity analysis of EEG signals.
Ann. Oper. Res.
V. Rasoulzadeh, Ekin Can Erkus, T. A. Yogurt, Ilkay Ulusoy, S. Aykan Zergeroglu
2017 J jnl
Hyperspectral Image Classification via Kernel Basic Thresholding Classifier.
IEEE Trans. Geosci. Remote. Sens.
Mehmet Altan Toksöz, Ilkay Ulusoy
2017 — conf
Target detection in hyperspectral images using basic thresholding classifier.
SIU
Mehmet Altan Toksöz, Ilkay Ulusoy
2016 J jnl
A probabilistic sparse skeleton based object detection.
Pattern Recognit. Lett.
Burak Altinoklu, Ilkay Ulusoy, Sibel Tari
2016 J jnl
Classification via ensembles of basic thresholding classifiers.
IET Comput. Vis.
Mehmet Altan Toksöz, Ilkay Ulusoy
2016 J jnl
Hyperspectral Image Classification via Basic Thresholding Classifier.
IEEE Trans. Geosci. Remote. Sens.
Mehmet Altan Toksöz, Ilkay Ulusoy
2015 J jnl
Railway Fastener Inspection by Real-Time Machine Vision.
IEEE Trans. Syst. Man Cybern. Syst.
Çaglar Aytekin, Yousef Rezaeitabar, Sedat Dogru, Ilkay Ulusoy
2014 — conf
A Tracking System for the Recognition of Long Term Events in Surveillance Videos.
ICT Innovations
Ilkay Ulusoy, Yousef Rezaeitabar, Nihan K. Çiçekli
2013 — conf
A framework for detecting complex events in surveillance videos.
ICME Workshops
Itir Onal, Karani Kardas, Yousef Rezaeitabar, Ulya Bayram, Murat Bal, Ilkay Ulusoy, Nihan Kesim Cicekli
2013 C conf
Automatic multi-scale segmentation of high spatial resolution satellite images using watersheds.
IGARSS
Kerem Sahin, Ilkay Ulusoy
2013 — conf
Comparison of cuboid and tracklet features for action recognition on surveillance videos.
SIU
Ulya Bayram, Ilkay Ulusoy, Nihan Kesim Cicekli
2013 — conf
Learning complex event models using markov logic networks.
ICME Workshops
Karani Kardas, Ilkay Ulusoy, Nihan Kesim Cicekli
2013 J jnl
Local Primitive Pattern for the Classification of SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy
2013 J jnl
Online annotation of faces in personal videos by sequential learning.
Multim. Tools Appl.
Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli
2012 C conf
A novel feature extraction method for the classification of SAR images.
IGARSS
Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy
2012 J jnl
Automatic 3D segmentation of individual facial muscles using unlabeled prior information.
Int. J. Comput. Assist. Radiol. Surg.
Yousef Rezaeitabar, Ilkay Ulusoy
2012 C conf
Classification of hyperspectral images based on weighted DMPS.
IGARSS
Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson
2012 — conf
Real time FPGA implementation of Full Search video stabilization method.
SIU
Ismail Ozsarac, Ilkay Ulusoy
2011 J jnl
Anatomical and dynamic volume spline model applied to facial soft tissue.
Comput. Animat. Virtual Worlds
Ilkay Ulusoy, Erdem Akagündüz, Murat Yirci
2011 J jnl
Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology.
Pattern Recognit. Lett.
Örsan Aytekin, Ilkay Ulusoy
2011 C conf
VHR image segmentation using over segmented regions in a MRF model.
IGARSS
Örsan Aytekin, Yousef Rezaeitabar, Ilkay Ulusoy
2010 — conf
Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos.
ISCIS
Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli
2010 — conf
Gender and Age Groups Classifications for Semantic Annotation of Videos.
ISCIS
Gökhan Yaprakkaya, Nihan Kesim Cicekli, Ilkay Ulusoy
2010 — ed.
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings
SSPR/SPR
Edwin R. Hancock, Richard C. Wilson, Terry Windeatt, Ilkay Ulusoy, Francisco Escolano
2009 B conf
Scale-space approach for the comparison of HK and SC curvature descriptions as applied to object recognition.
ICIP
Erdem Akagündüz, Omer Eskizara, Ilkay Ulusoy
2008 — conf
Deliniation of Slope Units based on Scale and Resolution Invariant 3D Curvature Extraction.
IGARSS (3)
Erdem Akagündüz, Arzu Erener, Ilkay Ulusoy, H. Sebnem Düzgün
2007 A* conf
3D Object Representation Using Transform and Scale Invariant 3D Features.
ICCV
Erdem Akagündüz, Ilkay Ulusoy
2007 J jnl
A statistical approach to sparse multi-scale phase-based stereo.
Pattern Recognit.
Ilkay Ulusoy, Edwin R. Hancock
2007 A* conf
Extraction of 3D Transform and Scale Invariant Patches from Range Scans.
CVPR
Erdem Akagündüz, Ilkay Ulusoy
2006 — conf
Comparison of Generative and Discriminative Techniques for Object Detection and Classification.
Toward Category-Level Object Recognition
Ilkay Ulusoy, Christopher M. Bishop
2005 — conf
A Generative Model for Multi Class Object Recognition and Detection.
TAINN
Ilkay Ulusoy
2005 — conf
Generative versus Discriminative Methods for Object Recognition.
CVPR (2)
Ilkay Ulusoy, Christopher M. Bishop
2005 — conf
The 2005 PASCAL Visual Object Classes Challenge.
MLCW
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
2004 — conf
3D Cognitive Map Construction by Active Stereo Vision in a Virtual World.
ISCIS
Ilkay Ulusoy, Ugur Halici, Kemal Leblebicioglu
2004 — conf
Object Recognition via Local Patch Labelling.
Deterministic and Statistical Methods in Machine Learning
Christopher M. Bishop, Ilkay Ulusoy
2004 — conf
Probabilistic Phase Based Sparse Stereo.
ICPR (4)
Ilkay Ulusoy, Ugur Halici, Edwin R. Hancock
2004 J jnl
Time-frequency analysis of visual evoked potentials for interhemispheric transfer time and proportion in callosal fibers of different diameters.
Biol. Cybern.
Ilkay Ulusoy, Ugur Halici, Erhan Nalçaci, Ilker Anaç, Kemal Leblebicioglu, Canan Basar-Ero
2002 — conf
Disparity Using Feature Points in Multi Scale.
SSPR/SPR
Ilkay Ulusoy, Edwin R. Hancock, Ugur Halici