Disparity Using Feature Points in Multi Scale. - Ilkay Ulusoy; Edwin R. Hancock; Ugur Halici (SSPR/SPR, 2002)

Object Recognition via Local Patch Labelling. - Christopher M. Bishop; Ilkay Ulusoy (Deterministic and Statistical Methods in Machine Learning, 2004)

Probabilistic Phase Based Sparse Stereo. - Ilkay Ulusoy; Ugur Halici; Edwin R. Hancock (ICPR (4), 2004)

3D Cognitive Map Construction by Active Stereo Vision in a Virtual World. - Ilkay Ulusoy; Ugur Halici; Kemal Leblebicioglu 001 (ISCIS, 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 001; Canan Basar-Ero (Biol. Cybern., 2004)

Generative versus Discriminative Methods for Object Recognition. - Ilkay Ulusoy; Christopher M. Bishop (CVPR (2), 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; et al. (MLCW, 2005)

A Generative Model for Multi Class Object Recognition and Detection. - Ilkay Ulusoy (TAINN, 2005)

Comparison of Generative and Discriminative Techniques for Object Detection and Classification. - Ilkay Ulusoy; Christopher M. Bishop (Toward Category-Level Object Recognition, 2006)

Extraction of 3D Transform and Scale Invariant Patches from Range Scans. - Erdem Akagündüz; Ilkay Ulusoy (CVPR, 2007)

3D Object Representation Using Transform and Scale Invariant 3D Features. - Erdem Akagündüz; Ilkay Ulusoy (ICCV, 2007)

A statistical approach to sparse multi-scale phase-based stereo. - Ilkay Ulusoy; Edwin R. Hancock (Pattern Recognit., 2007)

Deliniation of Slope Units based on Scale and Resolution Invariant 3D Curvature Extraction. - Erdem Akagündüz; Arzu Erener; Ilkay Ulusoy; H. Sebnem Düzgün (IGARSS (3), 2008)

Scale-space approach for the comparison of HK and SC curvature descriptions as applied to object recognition. - Erdem Akagündüz; Omer Eskizara; Ilkay Ulusoy (ICIP, 2009)

Gender and Age Groups Classifications for Semantic Annotation of Videos. - Gökhan Yaprakkaya; Nihan Kesim Cicekli; Ilkay Ulusoy (ISCIS, 2010)

Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos. - Mehmet C. Yilmaztürk; Ilkay Ulusoy; Nihan Kesim Cicekli (ISCIS, 2010)

VHR image segmentation using over segmented regions in a MRF model. - Örsan Aytekin; Yousef Rezaeitabar; Ilkay Ulusoy (IGARSS, 2011)

Anatomical and dynamic volume spline model applied to facial soft tissue. - Ilkay Ulusoy; Erdem Akagündüz; Murat Yirci (Comput. Animat. Virtual Worlds, 2011)

Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology. - Örsan Aytekin; Ilkay Ulusoy (Pattern Recognit. Lett., 2011)

A novel feature extraction method for the classification of SAR images. - Örsan Aytekin; Mehmet Koç; Ilkay Ulusoy (IGARSS, 2012)

Classification of hyperspectral images based on weighted DMPS. - Örsan Aytekin; Mauro Dalla Mura; Ilkay Ulusoy; Jón Atli Benediktsson (IGARSS, 2012)

Real time FPGA implementation of Full Search video stabilization method. - Ismail Ozsarac; Ilkay Ulusoy (SIU, 2012)

Automatic 3D segmentation of individual facial muscles using unlabeled prior information. - Yousef Rezaeitabar; Ilkay Ulusoy (Int. J. Comput. Assist. Radiol. Surg., 2012)

Learning complex event models using markov logic networks. - Karani Kardas; Ilkay Ulusoy; Nihan Kesim Cicekli (ICME Workshops, 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 (ICME Workshops, 2013)

Automatic multi-scale segmentation of high spatial resolution satellite images using watersheds. - Kerem Sahin; Ilkay Ulusoy (IGARSS, 2013)

Comparison of cuboid and tracklet features for action recognition on surveillance videos. - Ulya Bayram; Ilkay Ulusoy; Nihan Kesim Cicekli (SIU, 2013)

Online annotation of faces in personal videos by sequential learning. - Mehmet C. Yilmaztürk; Ilkay Ulusoy; Nihan Kesim Cicekli (Multim. Tools Appl., 2013)

Local Primitive Pattern for the Classification of SAR Images. - Örsan Aytekin; Mehmet Koç; Ilkay Ulusoy (IEEE Trans. Geosci. Remote. Sens., 2013)

A Tracking System for the Recognition of Long Term Events in Surveillance Videos. - Ilkay Ulusoy; Yousef Rezaeitabar; Nihan K. Çiçekli (ICT Innovations, 2014)

Railway Fastener Inspection by Real-Time Machine Vision. - Çaglar Aytekin; Yousef Rezaeitabar; Sedat Dogru; Ilkay Ulusoy (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Classification via ensembles of basic thresholding classifiers. - Mehmet Altan Toksöz; Ilkay Ulusoy (IET Comput. Vis., 2016)

A probabilistic sparse skeleton based object detection. - Burak Altinoklu; Ilkay Ulusoy; Sibel Tari (Pattern Recognit. Lett., 2016)

Hyperspectral Image Classification via Basic Thresholding Classifier. - Mehmet Altan Toksöz; Ilkay Ulusoy (IEEE Trans. Geosci. Remote. Sens., 2016)

Target detection in hyperspectral images using basic thresholding classifier. - Mehmet Altan Toksöz; Ilkay Ulusoy (SIU, 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)

Hyperspectral Image Classification via Kernel Basic Thresholding Classifier. - Mehmet Altan Toksöz; Ilkay Ulusoy (IEEE Trans. Geosci. Remote. Sens., 2017)

User comfort and energy efficiency in HVAC systems by Q-learning. - Sajjad Baghaee; Ilkay Ulusoy (SIU, 2018)

Retinal vessel segmentation using convolutional neural networks. - Mehmet Sefik Guleryuz; Ilkay Ulusoy (SIU, 2018)

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 (SIU, 2019)

Meta Soft Label Generation for Noisy Labels. - Görkem Algan; Ilkay Ulusoy (ICPR, 2020)

Label Noise Types and Their Effects on Deep Learning. - Görkem Algan; Ilkay Ulusoy (CoRR, 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)

Image classification with deep learning in the presence of noisy labels: A survey. - Görkem Algan; Ilkay Ulusoy (Knowl. Based Syst., 2021)

Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders. - Gülin Tüfekci; Alper Kayabasi; Erdem Akagündüz; Ilkay Ulusoy (ECCV Workshops (6), 2022)

A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection. - Gülin Tüfekci; Alper Kayabasi; Ilkay Ulusoy (SIU, 2022)

Filtering Clean Sample from Noisy Datasets by Creating and Analyzing Artifical Class. - Ilkay Ulusoy; Botan Yildirim (SIU, 2022)

MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels. - Görkem Algan; Ilkay Ulusoy (IEEE Trans. Image Process., 2022)

Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation. - Alper Kayabasi; Gülin Tüfekci; Ilkay Ulusoy (WACV, 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)

Utilizing Class-Agnostic Point-to-Box Regressors as Object Proposal Generators. - Gulin Tufekci Dogan; Ramazan Gokberk Cinbis; Ilkay Ulusoy (ECCV Workshops (18), 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., 2024)