Ilkay Ulusoy

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 26

Top Topics

Labeling Problems

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Publications

Ugurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir
Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors. Neuromorph. Comput. Eng. 4 (1) (2024)
Ugurcan Çakal, Ilkay Ulusoy, Dylan R. Muir
Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool. CoRR (2023)
Alper Kayabasi, Gülin Tüfekci, Ilkay Ulusoy
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation. WACV (2023)
Gülin Tüfekci, Alper Kayabasi, Ilkay Ulusoy
A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection. SIU (2022)
Ilkay Ulusoy, Botan Yildirim
Filtering Clean Sample from Noisy Datasets by Creating and Analyzing Artifical Class. SIU (2022)
Görkem Algan, Ilkay Ulusoy
MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels. IEEE Trans. Image Process. 31 (2022)
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders. ECCV Workshops (6) (2022)
Alper Kayabasi, Gülin Tüfekci, Ilkay Ulusoy
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation. CoRR (2022)
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders. CoRR (2022)
Görkem Algan, Ilkay Ulusoy
MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels. CoRR (2021)
Görkem Algan, Ilkay Ulusoy
Image classification with deep learning in the presence of noisy labels: A survey. Knowl. Based Syst. 215 (2021)
Görkem Algan, Ilkay Ulusoy
Meta Soft Label Generation for Noisy Labels. CoRR (2020)
Görkem Algan, Ilkay Ulusoy, Saban Gönül, Banu Turgut, Berker Bakbak
Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach. CoRR (2020)
Görkem Algan, Ilkay Ulusoy
Meta Soft Label Generation for Noisy Labels. ICPR (2020)
Görkem Algan, Ilkay Ulusoy
Label Noise Types and Their Effects on Deep Learning. CoRR (2020)
Haluk Barkin Evgin, Oguzhan Babacan, Ilkay Ulusoy, Yasemin Hosgören, Adnan Kusman, Damla Sayar, Bora Baskak, Halise Devrimci Özgüven
Classification of fNIRS Data Using Deep Learning for Bipolar Disorder Detection. SIU (2019)
Görkem Algan, Ilkay Ulusoy
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey. CoRR (2019)
Mehmet Sefik Guleryuz, Ilkay Ulusoy
Retinal vessel segmentation using convolutional neural networks. SIU (2018)
Sajjad Baghaee, Ilkay Ulusoy
User comfort and energy efficiency in HVAC systems by Q-learning. SIU (2018)
V. Rasoulzadeh, E. C. Erkus, T. A. Yogurt, Ilkay Ulusoy, S. Aykan Zergeroglu
A comparative stationarity analysis of EEG signals. Ann. Oper. Res. 258 (1) (2017)
Mehmet Altan Toksöz, Ilkay Ulusoy
Target detection in hyperspectral images using basic thresholding classifier. SIU (2017)
Mehmet Altan Toksöz, Ilkay Ulusoy
Hyperspectral Image Classification via Kernel Basic Thresholding Classifier. IEEE Trans. Geosci. Remote. Sens. 55 (2) (2017)
Mehmet Altan Toksöz, Ilkay Ulusoy
Classification via ensembles of basic thresholding classifiers. IET Comput. Vis. 10 (5) (2016)
Mehmet Altan Toksöz, Ilkay Ulusoy
Hyperspectral Image Classification via Basic Thresholding Classifier. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Burak Altinoklu, Ilkay Ulusoy, Sibel Tari
A probabilistic sparse skeleton based object detection. Pattern Recognit. Lett. 83 (2016)
Çaglar Aytekin, Yousef Rezaeitabar, Sedat Dogru, Ilkay Ulusoy
Railway Fastener Inspection by Real-Time Machine Vision. IEEE Trans. Syst. Man Cybern. Syst. 45 (7) (2015)
Ilkay Ulusoy, Yousef Rezaeitabar, Nihan K. Çiçekli
A Tracking System for the Recognition of Long Term Events in Surveillance Videos. ICT Innovations (2014)
Ulya Bayram, Ilkay Ulusoy, Nihan Kesim Cicekli
Comparison of cuboid and tracklet features for action recognition on surveillance videos. SIU (2013)
Kerem Sahin, Ilkay Ulusoy
Automatic multi-scale segmentation of high spatial resolution satellite images using watersheds. IGARSS (2013)
Itir Onal, Karani Kardas, Yousef Rezaeitabar, Ulya Bayram, Murat Bal, Ilkay Ulusoy, Nihan Kesim Cicekli
A framework for detecting complex events in surveillance videos. ICME Workshops (2013)
Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli
Online annotation of faces in personal videos by sequential learning. Multim. Tools Appl. 63 (3) (2013)
Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy
Local Primitive Pattern for the Classification of SAR Images. IEEE Trans. Geosci. Remote. Sens. 51 (4-2) (2013)
Karani Kardas, Ilkay Ulusoy, Nihan Kesim Cicekli
Learning complex event models using markov logic networks. ICME Workshops (2013)
Yousef Rezaeitabar, Ilkay Ulusoy
Automatic 3D segmentation of individual facial muscles using unlabeled prior information. Int. J. Comput. Assist. Radiol. Surg. 7 (1) (2012)
Ismail Ozsarac, Ilkay Ulusoy
Real time FPGA implementation of Full Search video stabilization method. SIU (2012)
Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson
Classification of hyperspectral images based on weighted DMPS. IGARSS (2012)
Örsan Aytekin, Mehmet Koç, Ilkay Ulusoy
A novel feature extraction method for the classification of SAR images. IGARSS (2012)
Ilkay Ulusoy, Erdem Akagündüz, Murat Yirci
Anatomical and dynamic volume spline model applied to facial soft tissue. Comput. Animat. Virtual Worlds 22 (6) (2011)
Örsan Aytekin, Ilkay Ulusoy
Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology. Pattern Recognit. Lett. 32 (13) (2011)
Örsan Aytekin, Yousef Rezaeitabar, Ilkay Ulusoy
VHR image segmentation using over segmented regions in a MRF model. IGARSS (2011)
Gökhan Yaprakkaya, Nihan Kesim Cicekli, Ilkay Ulusoy
Gender and Age Groups Classifications for Semantic Annotation of Videos. ISCIS (2010)
Mehmet C. Yilmaztürk, Ilkay Ulusoy, Nihan Kesim Cicekli
Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos. ISCIS (2010)
Erdem Akagündüz, Omer Eskizara, Ilkay Ulusoy
Scale-space approach for the comparison of HK and SC curvature descriptions as applied to object recognition. ICIP (2009)
Erdem Akagündüz, Arzu Erener, Ilkay Ulusoy, H. Sebnem Düzgün
Deliniation of Slope Units based on Scale and Resolution Invariant 3D Curvature Extraction. IGARSS (3) (2008)
Ilkay Ulusoy, Edwin R. Hancock
A statistical approach to sparse multi-scale phase-based stereo. Pattern Recognit. 40 (9) (2007)
Erdem Akagündüz, Ilkay Ulusoy
3D Object Representation Using Transform and Scale Invariant 3D Features. ICCV (2007)
Erdem Akagündüz, Ilkay Ulusoy
Extraction of 3D Transform and Scale Invariant Patches from Range Scans. CVPR (2007)
Ilkay Ulusoy, Christopher M. Bishop
Comparison of Generative and Discriminative Techniques for Object Detection and Classification. Toward Category-Level Object Recognition (2006)
Ilkay Ulusoy, Christopher M. Bishop
Generative versus Discriminative Methods for Object Recognition. CVPR (2) (2005)
Ilkay Ulusoy
A Generative Model for Multi Class Object Recognition and Detection. TAINN (2005)
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, Thomas L. 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
The 2005 PASCAL Visual Object Classes Challenge. MLCW (2005)
Ilkay Ulusoy, Ugur Halici, Kemal Leblebicioglu
3D Cognitive Map Construction by Active Stereo Vision in a Virtual World. ISCIS (2004)
Ilkay Ulusoy, Ugur Halici, Edwin R. Hancock
Probabilistic Phase Based Sparse Stereo. ICPR (4) (2004)
Ilkay Ulusoy, Ugur Halici, Erhan Nalçaci, Ilker Anaç, Kemal Leblebicioglu, Canan Basar-Ero
Time-frequency analysis of visual evoked potentials for interhemispheric transfer time and proportion in callosal fibers of different diameters. Biol. Cybern. 90 (4) (2004)
Christopher M. Bishop, Ilkay Ulusoy
Object Recognition via Local Patch Labelling. Deterministic and Statistical Methods in Machine Learning (2004)
Ilkay Ulusoy, Edwin R. Hancock, Ugur Halici
Disparity Using Feature Points in Multi Scale. SSPR/SPR (2002)