Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Domain Adaptation on Graphs by Learning Aligned Graph Bases

IEEE Transactions On Knowledge And Data Engineering, cilt.0, ss.1-14, 2020 (SCI Expanded İndekslerine Giren Dergi)

Mask Combination of Multi-Layer Graphs for Global Structure Inference

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, cilt.6, ss.394-406, 2020 (SCI İndekslerine Giren Dergi) identifier identifier

Nonlinear supervised dimensionality reduction via smooth regular embeddings

PATTERN RECOGNITION, cilt.87, ss.55-66, 2019 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Domain adaptation on graphs by learning graph topologies: theoretical analysis and an algorithm

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, cilt.27, sa.3, ss.1619-1635, 2019 (SCI İndekslerine Giren Dergi) identifier identifier

Analysis of Airborne LiDAR Point Clouds With Spectral Graph Filtering

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, cilt.15, ss.1284-1288, 2018 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning

JOURNAL OF MACHINE LEARNING RESEARCH, cilt.18, ss.1-55, 2018 (SCI İndekslerine Giren Dergi) identifier

Out-of-Sample Generalizations for Supervised Manifold Learning for Classification

IEEE TRANSACTIONS ON IMAGE PROCESSING, cilt.25, sa.3, ss.1410-1424, 2016 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Geometry-Aware Neighborhood Search for Learning Local Models for Image Superresolution

IEEE TRANSACTIONS ON IMAGE PROCESSING, cilt.25, sa.3, ss.1354-1367, 2016 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Analysis of Image Registration with Tangent Distance

SIAM JOURNAL ON IMAGING SCIENCES, cilt.7, sa.4, ss.2860-2915, 2014 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Learning Smooth Pattern Transformation Manifolds

IEEE TRANSACTIONS ON IMAGE PROCESSING, cilt.22, sa.4, ss.1311-1325, 2013 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier identifier

Analysis of Descent-Based Image Registration

SIAM JOURNAL ON IMAGING SCIENCES, cilt.6, sa.4, ss.2310-2349, 2013 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Discretization of Parametrizable Signal Manifolds

IEEE TRANSACTIONS ON IMAGE PROCESSING, cilt.20, sa.12, ss.3621-3633, 2011 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Tangent space estimation for smooth embeddings of Riemannian manifolds

Information and Inference: A Journal of the IMA, cilt.2, ss.69-114, 2013 (Diğer Kurumların Hakemli Dergileri) Creative Commons License identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

A Theoretical Analysis of Multi-Modal Representation Learning with Regular Functions

2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4

Investigation of Stationarity for Graph Time Series Data Sets

2020 28th Signal Processing and Communications Applications Conference (SIU), 5 - 07 Ekim 2020, ss.1-4

Multi-Modal Learning With Generalizable Nonlinear Dimensionality Reduction

2019 IEEE International Conference on Image Processing (ICIP), Taipei, Tayvan, 22 - 25 Eylül 2019, ss.2139-2143 identifier identifier

Domain Adaptation with Nonparametric Projections

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4 Creative Commons License identifier

Domain Adaptation on Graphs via Frequency Analysis

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4 Creative Commons License identifier

Cross-modal Representation Learning with Nonlinear Dimensionality Reduction

2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, ss.1-4 Creative Commons License identifier

Learning Semi-Supervised Nonlinear Embeddings for Domain-Adaptive Pattern Recognition

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), Antalya, Alanya, Türkiye, 26 - 28 Nisan 2019, ss.295-299 Creative Commons License

GENERALIZATION BOUNDS FOR DOMAIN ADAPTATION VIA DOMAIN TRANSFORMATIONS

IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Danimarka, 17 - 20 Eylül 2018 identifier

GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORS

IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Danimarka, 17 - 20 Eylül 2018 identifier

PROGRESSIVE CLUSTERING OF MANIFOLD-MODELED DATA BASED ON TANGENT SPACE VARIATIONS

27th IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Tokyo, Japonya, 25 - 28 Eylül 2017 identifier

A Graph Signal Filtering Based Approach for Detection of Different Edge Typeson Airborne LiDAR Data

Conference on Lidar Technologies, Techniques, and Measurements for Atmospheric Remote Sensing XIII, Warszawa, Polonya, 11 - 12 Eylül 2017, cilt.10429 identifier identifier

DOMAIN ADAPTATION VIA TRANSFERRING SPECTRAL PROPERTIES OF LABEL FUNCTIONS ON GRAPHS

12th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), Bordeaux, Fransa, 11 - 12 Temmuz 2016 identifier

A performance study of the tangent distance method in transformation-invariant image classification

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Queensland, Australia, Avustralya, 19 - 24 Nisan 2015, ss.5773-5777 identifier identifier

TRANSFORMATION-INVARIANT DICTIONARY LEARNING FOR CLASSIFICATION WITH 1-SPARSE REPRESENTATIONS

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, İtalya, 4 - 09 Mayıs 2014 identifier

Analysis of Hierarchical Image Alignment with Descent Methods

10th International Conference on Sampling Theory and Applications, Bremen, Almanya, 1 - 05 Temmuz 2013

Tangent Space Estimation Bounds for Smooth Manifolds

10th International Conference on Sampling Theory and Applications, Bremen, Almanya, 1 - 05 Temmuz 2013

Learning pattern transformation manifolds for classification

2012 19th IEEE International Conference on Image Processing, Orlando, FL, USA, Amerika Birleşik Devletleri, 30 Eylül - 03 Ekim 2012, ss.1165-1168 Creative Commons License identifier identifier

Alignment of uncalibrated images for multi-view classification

2011 18th IEEE International Conference on Image Processing, Brussels, Belgium, Belçika, 11 - 14 Eylül 2011, ss.2365-2368 Creative Commons License identifier

Approximation of pattern transformation manifolds with parametric dictionaries

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, Çek Cumhuriyeti, 22 - 27 Mayıs 2011, ss.977-980 Creative Commons License identifier

Learning Pattern Transformation Manifolds with Parametric Atom Selection

9th International Conference on Sampling Theory and Applications, Singapore, Singapur, 2 - 06 Mayıs 2011

Curvature analysis of pattern transformation manifolds

2010 IEEE International Conference on Image Processing, Hong Kong, Hong Kong, Hong Kong, 26 - 29 Eylül 2010, ss.2689-2692 Creative Commons License identifier identifier

Distance-based discretization of parametric signal manifolds

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, TX, USA, Amerika Birleşik Devletleri, 14 - 19 Mart 2010, ss.3574-3577 Creative Commons License identifier identifier

Outlier removal for sparse 3D reconstruction from video

3DTV Conference - True Vision - Capture, Transmission and Display of 3D Video, İstanbul, Türkiye, 28 - 30 Mayıs 2008, ss.321-324 identifier