Songül Albayrak

According to our database1, Songül Albayrak authored at least 36 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
A new scheme for automatic 2D detection of spheric and aspheric femoral heads: A case study on coronal MR images of bilateral hip joints of patients with Legg-Calve-Perthes disease.
Computer Methods and Programs in Biomedicine, 2019

An efficient and fast computer-aided method for fully automated diagnosis of meniscal tears from magnetic resonance images.
Artificial Intelligence in Medicine, 2019

Object Detection in Shelf Images with YOLO.
Proceedings of the IEEE EUROCON 2019, 2019

2018
Finding and Following of Honeycombing Regions in Computed Tomography Lung Images by Deep Learning.
CoRR, 2018

Meniscus tear classification using histogram of oriented gradients in knee MR images.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Femoral head detection in perthes MR slices with circular hough transform.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Segmentation of Femoral Cartilage with a Hybrid Method Combining Voxel Classification and Active Appearance Models.
Proceedings of the 2018 3rd International Conference on Biomedical Imaging, 2018

3D Detection of Spheric and Aspheric Femoral Heads in Coronal MR Images of Patients with Legg-Calve-Perthes Disease Using the Spherical Hough Transform.
Proceedings of the 2018 3rd International Conference on Biomedical Imaging, 2018

2017
Parallel and in-process compilation of individuals for genetic programming on GPU.
PeerJ PrePrints, 2017

Hermite-based texture feature extraction for classification of humeral head in proton density-weighted MR images.
Neural Computing and Applications, 2017

Effects of Population, Generation and Test Case Count on Grammatical Genetic Programming for Integer Lists.
JSW, 2017

Meniscus segmentation and tear detection in the knee MR images by fuzzy c-means method.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
Automatic segmentation of cartilage in high-field magnetic resonance images of the knee joint with an improved voxel-classification-driven region-growing algorithm using vicinity-correlated subsampling.
Comp. in Bio. and Med., 2016

Automatic detection of meniscal area in the knee MR images.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015
Segmentation of Bone with Region Based Active Contour Model in PD Weighted MR Images of Shoulder.
Comp. Math. Methods in Medicine, 2015

Classification of bone pathologies with finite discrete shearlet transform based shape descriptors.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014
Synthetic Aperture Radar Image Clustering with Curvelet Subband Gauss Distribution Parameters.
Remote Sensing, 2014

Curvelet-Based Synthetic Aperture Radar Image Classification.
IEEE Geosci. Remote Sensing Lett., 2014

Segmentation of humeral head from MR slices.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

User based and item based collaborative filtering with temporal dynamics.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
Critical parameters of the sparse representation-based classifier.
IET Computer Vision, 2013

Canny and gauss enhancement on speckle reducing anisotropic diffusion.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Faculty of engineering students' success analysis with clustering methods.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Alleviating class imbalance problem in data mining.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Turkish Sign Language recognition using spatio-temporal features on Kinect RGB video sequences and depth maps.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012
An evaluation of local interest regions for non-rigid object class recognition.
Expert Syst. Appl., 2012

Classification with emotional faces via a robust sparse classifier.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011
Turkish fingerspelling recognition system using Generalized Hough Transform, interest regions, and local descriptors.
Pattern Recognition Letters, 2011

Face Classification via Sparse Approximation.
Proceedings of the Biometrics and ID Management, 2011

2008
Visualization and analysis of classifiers performance in multi-class medical data.
Expert Syst. Appl., 2008

2006
Increasing the Effect of Fingers in Fingerspelling Hand Shapes by Thick Edge Detection and Correlation with Penalization.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

A Two-Stage Visual Turkish Sign Language Recognition System Based on Global and Local Features.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Color Image Compression using Self Organizing Feature Map.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

2005
Real Time Isolated Turkish Sign Language Recognition from Video Using Hidden Markov Models with Global Features.
Proceedings of the Computer and Information Sciences, 2005

2003
Unsupervised Clustering Methods for Medical Data: An Application to Thyroid Gland Data.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003


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