Metrikler
Yayın
49
Açık Erişim
24
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2008 - 2013
2008 - 2013Doktora
Ecole Polytechnique Fédérale de Lausanne, EPFL (The Federal Institute of Technology, Lausanne), Mühendislik Fakültesi, Elektrik Ve Elektronik Mühendisliği Bölümü, İsviçre
2006 - 2008
2006 - 2008Yüksek Lisans
Orta Doğu Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik Ve Elektronik Mühendisliği Bölümü, Türkiye
2003 - 2006
2003 - 2006Lisans Çift Anadal
Orta Doğu Teknik Üniversitesi, Fen Edebiyat Fakültesi , Matematik, Türkiye
2002 - 2006
2002 - 2006Lisans
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
2013
2013Doktora
Transformation-Invariant Analysis of Visual Signals with Parametric Models
Ecole Polytechnique Federale De Lausanne
2008
2008Yüksek Lisans
Robust extraction of sparse 3D points from image sequences
Orta Doğu Teknik Üniversitesi, Fen Bilimleri Enstitüsü
Araştırma Alanları
Elektrik-Elektronik Mühendisliği
Akademik Ünvanlar / Görevler
2015 - Devam Ediyor
2015 - Devam EdiyorDr. Öğr. Üyesi
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü
Yönetilen Tezler
2024
2024Yüksek Lisans
JOINT LEARNING OF GRAPH PROCESSES AND GRAPH TOPOLOGIES FOR TIME VERTEX SIGNAL ESTIMATION
Vural E. (Danışman)
B.YALDIZ(Öğrenci)
2024
2024Yüksek Lisans
REPRESENTATION LEARNING BASED DOWNLINK CHANNEL COVARIANCE MATRIX ESTIMATION FOR FDD MASSIVE MIMO
Yilmaz A. Ö., Vural E. (Eş Danışman)
M.CAN(Öğrenci)
2023
2023Yüksek Lisans
Estimation of partially observed graph signals by learning spectrally matched graph dictionaries
Vural E. (Danışman)
O.FURKAN(Öğrenci)
2021
2021Yüksek Lisans
Estimation of time varying graph signals with graph arma processes
VURAL E. (Danışman)
E.TUĞÇE(Öğrenci)
2021
2021Yüksek Lisans
ESTIMATION OF PARTIALLY OBSERVED MULTIPLE GRAPH SIGNALS BY LEARNING SPECTRALLY CONCENTRATED GRAPH KERNELS
Vural E. (Danışman)
G.TURHAN(Öğrenci)
2019
2019Yüksek Lisans
Multi-modal learning with generalizable nonlinear dimensionality reduction
Vural E. (Danışman)
S.KAYA(Öğrenci)
2018
2018Yüksek Lisans
Dictionary learning for efficient classification with 1-sparse representations
VURAL E. (Danışman)
E.ENGİN(Öğrenci)
2018
2018Yüksek Lisans
Nonlinear supervised dimensionality reduction via smooth regular embeddings
VURAL E. (Danışman)
C.ÖRNEK(Öğrenci)
2018
2018Yüksek Lisans
Domain adaptation on graphs by learning aligned graph bases
VURAL E. (Danışman)
M.PİLANCI(Öğrenci)
2017
2017Yüksek Lisans
Clustering of manifold-modeled data based on tangent space variations
VURAL E. (Danışman)
G.GÖKDOĞAN(Öğrenci)
2017
2017Yüksek Lisans
Spectral graph based approach for analysis of 3D LIDAR point clouds
ALATAN A. A. (Eş Danışman), VURAL E. (Eş Danışman)
E.BAYRAM(Öğrenci)
2016
2016Yüksek Lisans
DIM POINT TARGET TRACKING IN INFRARED IMAGE SEQUENCES WITH LOW SNR
VURAL E. (Danışman)
Z.SELİN(Öğrenci)
Makaleler
Tümü (17)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (16)
Scopus (17)
TRDizin (1)
Diğer Yayınlar (1)
2024
20241. Graph domain adaptation with localized graph signal representations
Pilavcı Y. Y., Güneyi E. T., Cengiz C., VURAL E.
Pattern Recognition
, cilt.155, 2024 (SCI-Expanded, Scopus)
2024
20242. Learning Graph ARMA Processes From Time-Vertex Spectra
Güneyi E. T., Yaldiz B., CANBOLAT A., VURAL E.
IEEE Transactions on Signal Processing
, cilt.72, ss.47-56, 2024 (SCI-Expanded, Scopus)
2024
20243. Locally Stationary Graph Processes
CANBOLAT A., VURAL E.
IEEE Transactions on Signal Processing
, cilt.72, ss.2323-2332, 2024 (SCI-Expanded, Scopus)
2022
20224. Domain Adaptation on Graphs by Learning Aligned Graph Bases
Pilanci M., VURAL E.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
, cilt.34, sa.2, ss.587-600, 2022 (SCI-Expanded, Scopus)
2021
20215. Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm
Kaya S., VURAL E.
IEEE TRANSACTIONS ON IMAGE PROCESSING
, cilt.30, ss.4384-4394, 2021 (SCI-Expanded, Scopus)
2020
20206. Mask Combination of Multi-Layer Graphs for Global Structure Inference
Bayram E., Thanou D., VURAL E., Frossard P.
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
, cilt.6, ss.394-406, 2020 (SCI-Expanded, Scopus)
2019
20197. Nonlinear supervised dimensionality reduction via smooth regular embeddings
Ornek C., VURAL E.
PATTERN RECOGNITION
, cilt.87, ss.55-66, 2019 (SCI-Expanded, Scopus)
2019
20198. Domain adaptation on graphs by learning graph topologies: theoretical analysis and an algorithm
Vural E.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.27, sa.3, ss.1619-1635, 2019 (SCI-Expanded, Scopus, TRDizin)
2018
20189. Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering
Bayram E., Frossard P., Vural E., Alatan A. A.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
, cilt.15, ss.1284-1288, 2018 (SCI-Expanded, Scopus)
2018
201810. A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning
VURAL E., Guillemot C.
JOURNAL OF MACHINE LEARNING RESEARCH
, cilt.18, ss.1-55, 2018 (SCI-Expanded, Scopus)
2016
201611. Out-of-Sample Generalizations for Supervised Manifold Learning for Classification
VURAL E., Guillemot C.
IEEE TRANSACTIONS ON IMAGE PROCESSING
, cilt.25, sa.3, ss.1410-1424, 2016 (SCI-Expanded, Scopus)
2016
201612. Geometry-Aware Neighborhood Search for Learning Local Models for Image Superresolution
Ferreira J. C., VURAL E., Guillemot C.
IEEE TRANSACTIONS ON IMAGE PROCESSING
, cilt.25, sa.3, ss.1354-1367, 2016 (SCI-Expanded, Scopus)
2014
201413. Analysis of Image Registration with Tangent Distance
Vural E., Frossard P.
SIAM JOURNAL ON IMAGING SCIENCES
, cilt.7, sa.4, ss.2860-2915, 2014 (SCI-Expanded, Scopus)
2013
201314. Tangent space estimation for smooth embeddings of Riemannian manifolds
Tyagi H., VURAL E., Frossard P.
Information and Inference: A Journal of the IMA
, cilt.2, ss.69-114, 2013 (Hakemli Dergi)
2013
201315. Learning Smooth Pattern Transformation Manifolds
Vural E., Frossard P.
IEEE TRANSACTIONS ON IMAGE PROCESSING
, cilt.22, sa.4, ss.1311-1325, 2013 (SCI-Expanded, Scopus)
2013
201316. Analysis of Descent-Based Image Registration
Vural E., Frossard P.
SIAM JOURNAL ON IMAGING SCIENCES
, cilt.6, sa.4, ss.2310-2349, 2013 (SCI-Expanded, Scopus)
2011
201117. Discretization of Parametrizable Signal Manifolds
Vural E., Frossard P.
IEEE TRANSACTIONS ON IMAGE PROCESSING
, cilt.20, sa.12, ss.3621-3633, 2011 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2024
20241. An Efficient Algorithm for Learning Locally Stationary Graph Processes
Canbolat A., VURAL E.
32nd European Signal Processing Conference, EUSIPCO 2024, Lyon, Fransa, 26 - 30 Ağustos 2024, ss.2312-2316, (Tam Metin Bildiri)
2023
20232. An Experimental Study of the Sample Complexity of Domain Adaptation Alan Uyarlamada Örnek Karmaşikliǧinin Deneysel Incelemesi
Karaca H., Akgül Ö., Arslan Ö. F., Aydemir A. C., Aydin F. S., Ünsal E. A., et al.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2022
20223. Learning Time-Vertex Dictionaries for Estimating Time-Varying Graph Signals
Acar A. B., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, Çin, 22 - 25 Ağustos 2022, cilt.2022-August, (Tam Metin Bildiri)
2022
20224. Estimation of Locally Stationary Graph Processes from Incomplete Realizations
CANBOLAT A., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, Çin, 22 - 25 Ağustos 2022, cilt.2022-August, (Tam Metin Bildiri)
2022
20225. Estimation of Time-Varying Graph Signals by Learning Graph Dictionaries Zamanda Deǧişen Graf Sinyallerinin Kestirimi için Graflarda Sözlük Öǧrenme
Acar A. B., VURAL E.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri)
2022
20226. Learning Graph Signal Representations with Narrowband Spectral Kernels
Kar O. F., Turhan G., VURAL E.
32nd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2022, Xian, Çin, 22 - 25 Ağustos 2022, cilt.2022-August, (Tam Metin Bildiri)
2022
20227. Learning Narrowband Graph Spectral Kernels for Graph Signal Estimation Çizge Sinyallerinin Dar Bantli Spektral Kernel Öǧrenimi ile Kestirimi
Furkan Kar O., Turhan G., VURAL E.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri)
2020
20208. A Theoretical Analysis of Multi-Modal Representation Learning with Regular Functions
Vural E.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4, (Tam Metin Bildiri)
2020
20209. Investigation of Stationarity for Graph Time Series Data Sets
Güneyi E. T., Vural E.
2020 28th Signal Processing and Communications Applications Conference (SIU), 5 - 07 Ekim 2020, ss.1-4, (Tam Metin Bildiri)
2021
202110. Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations
Guneyi E. T., CANBOLAT A., VURAL E.
31st IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021, Gold-Coast, Avustralya, 25 - 28 Ekim 2021, cilt.2021-October, (Tam Metin Bildiri)
2021
202111. Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph Kernels
Turhan G., VURAL E.
31st IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2021, Gold-Coast, Avustralya, 25 - 28 Ekim 2021, cilt.2021-October, (Tam Metin Bildiri)
2019
201912. Multi-Modal Learning With Generalizable Nonlinear Dimensionality Reduction
KAYA S., VURAL E.
2019 IEEE International Conference on Image Processing (ICIP), Taipei, Tayvan, 22 - 25 Eylül 2019, ss.2139-2143, (Tam Metin Bildiri)
2019
201913. Domain Adaptation with Nonparametric Projections
Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4, (Tam Metin Bildiri)
2019
201914. Cross-modal Representation Learning with Nonlinear Dimensionality Reduction
Kaya S., Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4, (Tam Metin Bildiri)
2019
201915. Domain Adaptation on Graphs via Frequency Analysis
Pilancı M., Vural E.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4, (Tam Metin Bildiri)
2019
201916. Learning Semi-Supervised Nonlinear Embeddings for Domain-Adaptive Pattern Recognition
VURAL E.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Antalya, Alanya, Türkiye, 26 - 28 Nisan 2019, ss.295-299, (Tam Metin Bildiri)
2018
201817. GENERALIZATION BOUNDS FOR DOMAIN ADAPTATION VIA DOMAIN TRANSFORMATIONS
VURAL E.
IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Danimarka, 17 - 20 Eylül 2018, (Tam Metin Bildiri)
2018
201818. GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORS
Ornek C., VURAL E.
IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Danimarka, 17 - 20 Eylül 2018, (Tam Metin Bildiri)
2017
201719. PROGRESSIVE CLUSTERING OF MANIFOLD-MODELED DATA BASED ON TANGENT SPACE VARIATIONS
Gokdogan G., VURAL E.
27th IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Tokyo, Japonya, 25 - 28 Eylül 2017, (Tam Metin Bildiri)
2017
201720. A Graph Signal Filtering Based Approach for Detection of Different Edge Typeson Airborne LiDAR Data
Bayram E., Vural E., Alatan A. A.
Conference on Lidar Technologies, Techniques, and Measurements for Atmospheric Remote Sensing XIII, Warszawa, Polonya, 11 - 12 Eylül 2017, cilt.10429, (Tam Metin Bildiri)
2016
201621. DOMAIN ADAPTATION VIA TRANSFERRING SPECTRAL PROPERTIES OF LABEL FUNCTIONS ON GRAPHS
Pilanci M., VURAL E.
12th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), Bordeaux, Fransa, 11 - 12 Temmuz 2016, (Tam Metin Bildiri)
2015
201522. A performance study of the tangent distance method in transformation-invariant image classification
VURAL E., Frossard P.
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Queensland, Australia, Avustralya, 19 - 24 Nisan 2015, ss.5773-5777, (Tam Metin Bildiri)
2014
201423. TRANSFORMATION-INVARIANT DICTIONARY LEARNING FOR CLASSIFICATION WITH 1-SPARSE REPRESENTATIONS
Yuzuguler A. C., Vural E., Frossard P.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, İtalya, 4 - 09 Mayıs 2014, (Tam Metin Bildiri)
2013
201324. Analysis of Hierarchical Image Alignment with Descent Methods
Vural E., Frossard P.
10th International Conference on Sampling Theory and Applications, Bremen, Almanya, 1 - 05 Temmuz 2013, (Yayınlanmadı)
2013
201325. Tangent Space Estimation Bounds for Smooth Manifolds
Tyagi H., Vural E., Frossard P.
10th International Conference on Sampling Theory and Applications, Bremen, Almanya, 1 - 05 Temmuz 2013, (Yayınlanmadı)
2012
201226. Learning pattern transformation manifolds for classification
VURAL E., Frossard P.
2012 19th IEEE International Conference on Image Processing, Orlando, FL, USA, Amerika Birleşik Devletleri, 30 Eylül - 03 Ekim 2012, ss.1165-1168, (Tam Metin Bildiri)
2011
201127. Alignment of uncalibrated images for multi-view classification
Arık S. Ö., VURAL E., Frossard P.
2011 18th IEEE International Conference on Image Processing, Brussels, Belgium, Belçika, 11 - 14 Eylül 2011, ss.2365-2368, (Tam Metin Bildiri)
2011
201128. Approximation of pattern transformation manifolds with parametric dictionaries
VURAL E., Frossard P.
2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, Çek Cumhuriyeti, 22 - 27 Mayıs 2011, ss.977-980, (Tam Metin Bildiri)
2011
201129. Learning Pattern Transformation Manifolds with Parametric Atom Selection
Vural E., Frossard P.
9th International Conference on Sampling Theory and Applications, Singapore, Singapur, 2 - 06 Mayıs 2011, (Yayınlanmadı)
2010
201030. Curvature analysis of pattern transformation manifolds
VURAL E., Frossard P.
2010 IEEE International Conference on Image Processing, Hong Kong, Hong Kong, Hong Kong, 26 - 29 Eylül 2010, ss.2689-2692, (Tam Metin Bildiri)
2010
201031. Distance-based discretization of parametric signal manifolds
VURAL E., Frossard P.
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, TX, USA, Amerika Birleşik Devletleri, 14 - 19 Mart 2010, ss.3574-3577, (Tam Metin Bildiri)
2008
200832. Outlier removal for sparse 3D reconstruction from video
VURAL E., ALATAN A. A.
3DTV Conference - True Vision - Capture, Transmission and Display of 3D Video, İstanbul, Türkiye, 28 - 30 Mayıs 2008, ss.321-324, (Tam Metin Bildiri)
Desteklenen Projeler
2021 - 2023
2021 - 2023Zamanda Değişen Graf Sinyallerinin Eksik Gözlemlerden Kestirimi
TÜBİTAK Projesi , 1001 - Bilimsel ve Teknolojik Araştırma Projelerini Destekleme Programı
VURAL E. (Yürütücü)
2017 - 2018
2017 - 2018Düşük boyutlu veri kümeleri için grafa dayalı transfer öğrenme
TÜBİTAK Projesi , 2232 - Yurda Dönüş Araştırma Burs Programı
Vural E. (Yürütücü), Öktem S. F.
Bilimsel Yayınlarda Hakemlikler
Mayıs 2020
Mayıs 2020IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Mayıs 2020
Mayıs 2020NEURAL NETWORKS
SCI-E Kapsamındaki Dergi
Mayıs 2020
Mayıs 2020IEEE ACCESS
SCI-E Kapsamındaki Dergi
Nisan 2020
Nisan 2020IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
SCI-E Kapsamındaki Dergi
Mart 2020
Mart 2020IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Şubat 2020
Şubat 2020JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
SCI-E Kapsamındaki Dergi
Aralık 2019
Aralık 2019INFORMATION FUSION
SCI-E Kapsamındaki Dergi
Aralık 2019
Aralık 2019IEEE TRANSACTIONS ON CYBERNETICS
SCI-E Kapsamındaki Dergi
Kasım 2019
Kasım 2019IEEE Access
SCI-E Kapsamındaki Dergi
Kasım 2019
Kasım 2019IEEE TRANSACTIONS ON CYBERNETICS
SCI-E Kapsamındaki Dergi
Eylül 2019
Eylül 2019IEEE TRANSACTIONS ON CYBERNETICS
SCI-E Kapsamındaki Dergi
Eylül 2019
Eylül 2019IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
SCI-E Kapsamındaki Dergi
Mayıs 2019
Mayıs 2019PATTERN RECOGNITION
SCI-E Kapsamındaki Dergi
Nisan 2019
Nisan 2019PATTERN RECOGNITION
SCI-E Kapsamındaki Dergi
Nisan 2019
Nisan 2019IEEE TRANSACTIONS ON CYBERNETICS
SCI-E Kapsamındaki Dergi
Aralık 2018
Aralık 2018IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI Kapsamındaki Dergi
Aralık 2018
Aralık 2018IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI Kapsamındaki Dergi
Kasım 2018
Kasım 2018NEURAL PROCESSING LETTERS
SCI Kapsamındaki Dergi
Şubat 2018
Şubat 2018JOURNAL OF ELECTRONIC IMAGING
SCI Kapsamındaki Dergi
Aralık 2017
Aralık 2017DIGITAL SIGNAL PROCESSING
SCI-E Kapsamındaki Dergi
Temmuz 2016
Temmuz 2016DIGITAL SIGNAL PROCESSING
SCI-E Kapsamındaki Dergi
Mart 2016
Mart 2016IEEE SIGNAL PROCESSING LETTERS
SCI-E Kapsamındaki Dergi
Şubat 2015
Şubat 2015IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Ocak 2015
Ocak 2015IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Kasım 2014
Kasım 2014IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Eylül 2013
Eylül 2013IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Eylül 2013
Eylül 2013IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Eylül 2012
Eylül 2012IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi
Şubat 2012
Şubat 2012IEEE TRANSACTIONS ON IMAGE PROCESSING
SCI-E Kapsamındaki Dergi