Renk özelliği ile içerik tabanlı görüntü erişimi - Songül Albayrak (2000)

Unsupervised Clustering Methods for Medical Data: An Application to Thyroid Gland Data. - Songül Albayrak (ICANN, 2003)

Real Time Isolated Turkish Sign Language Recognition from Video Using Hidden Markov Models with Global Features. - Hakan Haberdar; Songül Albayrak (ISCIS, 2005)

Color Image Compression using Self Organizing Feature Map. - Banu Diri; Songül Albayrak (Artificial Intelligence and Applications, 2006)

Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment. - Oguz Altun; Songül Albayrak; Ali Ekinci; Behzat Bükün (Australian Conference on Artificial Intelligence, 2006)

A Two-Stage Visual Turkish Sign Language Recognition System Based on Global and Local Features. - Hakan Haberdar; Songül Albayrak (ISMIS, 2006)

Increasing the Effect of Fingers in Fingerspelling Hand Shapes by Thick Edge Detection and Correlation with Penalization. - Oguz Altun; Songül Albayrak (PSIVT, 2006)

Visualization and analysis of classifiers performance in multi-class medical data. - Banu Diri; Songül Albayrak (Expert Syst. Appl., 2008)

Face Classification via Sparse Approximation. - Elena Battini Sonmez; Bülent Sankur; Songul Albayrak (BIOID, 2011)

Turkish fingerspelling recognition system using Generalized Hough Transform, interest regions, and local descriptors. - Oguz Altun; Songül Albayrak (Pattern Recognit. Lett., 2011)

Classification with emotional faces via a robust sparse classifier. - Elena Battini Sonmez; Bülent Sankur; Songul Albayrak (IPTA, 2012)

An evaluation of local interest regions for non-rigid object class recognition. - Oguz Altun; Songül Albayrak (Expert Syst. Appl., 2012)

A Kinect based sign language recognition system using spatio-temporal features. - Abbas Memis; Songül Albayrak (ICMV, 2013)

Turkish Sign Language recognition using spatio-temporal features on Kinect RGB video sequences and depth maps. - Abbas Memis; Songul Albayrak (SIU, 2013)

Alleviating class imbalance problem in data mining. - Akkenzhe Sarmanova; Songul Albayrak (SIU, 2013)

Faculty of engineering students' success analysis with clustering methods. - Ahmet Saygili; Songul Albayrak (SIU, 2013)

Canny and gauss enhancement on speckle reducing anisotropic diffusion. - Erkan Uslu; Songul Albayrak (SIU, 2013)

Critical parameters of the sparse representation-based classifier. - Elena Battini Sonmez; Songul Albayrak (IET Comput. Vis., 2013)

User based and item based collaborative filtering with temporal dynamics. - Çigdem Bakir; Songul Albayrak (SIU, 2014)

Segmentation of humeral head from MR slices. - Aysun Sezer; Hasan Basri Sezer; Songul Albayrak (SIU, 2014)

Curvelet-Based Synthetic Aperture Radar Image Classification. - Erkan Uslu; Songul Albayrak (IEEE Geosci. Remote. Sens. Lett., 2014)

Synthetic Aperture Radar Image Clustering with Curvelet Subband Gauss Distribution Parameters. - Erkan Uslu; Songul Albayrak (Remote. Sens., 2014)

Classification of bone pathologies with finite discrete shearlet transform based shape descriptors. - Aysun Sezer; Hasan Basri Sezer; Songul Albayrak (IPTA, 2015)

Modelling user's location check-ins on location-based social networks. - Nicat Nasirov; Songul Albayrak (SIU, 2015)

Edge detection on MR images with Marr-Hildreth method extended to third dimension. - Ceyda Nur Öztürk; Songul Albayrak (SIU, 2015)

Customer churn prediction in telecommunication. - Mumin Yildiz; Songul Albayrak (SIU, 2015)

Segmentation of Bone with Region Based Active Contour Model in PD Weighted MR Images of Shoulder. - Aysun Sezer; Hasan Basri Sezer; Songul Albayrak (Comput. Math. Methods Medicine, 2015)

Automatic detection of meniscal area in the knee MR images. - Ahmet Saygili; Heysem Kaya; Songul Albayrak (SIU, 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. - Ceyda Nur Öztürk; Songül Albayrak (Comput. Biol. Medicine, 2016)

Meniscus segmentation and tear detection in the knee MR images by fuzzy c-means method. - Ahmet Saygili; Songul Albayrak (SIU, 2017)

Effects of Population, Generation and Test Case Count on Grammatical Genetic Programming for Integer Lists. - Hakan Ayral; Songül Albayrak (J. Softw., 2017)

Parallel and in-process compilation of individuals for genetic programming on GPU. - Hakan Ayral; Songül Albayrak (PeerJ Prepr., 2017)

3D Detection of Spheric and Aspheric Femoral Heads in Coronal MR Images of Patients with Legg-Calve-Perthes Disease Using the Spherical Hough Transform. - Abbas Memis; Songül Albayrak; Fuat Bilgili (ICBSP, 2018)

Segmentation of Femoral Cartilage with a Hybrid Method Combining Voxel Classification and Active Appearance Models. - Ceyda Nur Öztürk; Songül Albayrak (ICBSP, 2018)

Femoral head detection in perthes MR slices with circular hough transform. - Abbas Memis; Songul Albayrak; Fuat Bilgili (SIU, 2018)

Meniscus tear classification using histogram of oriented gradients in knee MR images. - Ahmet Saygili; Songul Albayrak (SIU, 2018)

Finding and Following of Honeycombing Regions in Computed Tomography Lung Images by Deep Learning. - Emre Egriboz; Furkan Kaynar; Songül Varli Albayrak; Benan Müsellim; Tuba Selçuk (CoRR, 2018)

Object Detection in Shelf Images with YOLO. - Ceren Gulra Melek; Elena Battini Sonmez; Songul Albayrak (EUROCON, 2019)

An efficient and fast computer-aided method for fully automated diagnosis of meniscal tears from magnetic resonance images. - Ahmet Saygili; Songül Albayrak (Artif. Intell. Medicine, 2019)

Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator. - Abbas Memis; Songül Varli; Fuat Bilgili (Biomed. Signal Process. Control., 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. - Abbas Memis; Songül Albayrak; Fuat Bilgili (Comput. Methods Programs Biomed., 2019)

Retinal Vessel Segmentation with Differentiated U-Net Network. - Saadet Aytaç Arpaci; Songül Varli (SIU, 2020)

Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease. - Abbas Memis; Songül Varli; Fuat Bilgili (SIU, 2020)

Customer Churn Analysis. - Serdar Yildiz; Onur Aydemir; Iskender Yilmaz; Ayhan Say; Songül Varli (SIU, 2020)

Semantic segmentation of the multiform proximal femur and femoral head bones with the deep convolutional neural networks in low quality MRI sections acquired in different MRI protocols. - Abbas Memis; Songül Varli; Fuat Bilgili (Comput. Medical Imaging Graph., 2020)

Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity. - Abbas Memis; Songül Varli; Fuat Bilgili (INISTA, 2021)

EncU-Net: A Modified U-Net for Dermoscopic Image Segmentation. - Saadet Aytaç Arpaci; Songül Varli (SIU, 2021)

Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces. - Abbas Memis; Songül Varli; Fuat Bilgili (SIU, 2021)

A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry. - Abbas Memis; Songül Varli; Fuat Bilgili (Artif. Intell. Medicine, 2021)

Semantic Segmentation with the Mixup Data Augmentation Method. - Saadet Aytaç Arpaci; Songül Varli (SIU, 2022)

Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary study. - Abbas Memis; Songül Varli; Fuat Bilgili (Biomed. Signal Process. Control., 2022)

A turnaround control system to automatically detect and monitor the time stamps of ground service actions in airports: A deep learning and computer vision based approach. - Serdar Yildiz; Onur Aydemir; Abbas Memis; Songül Varli (Eng. Appl. Artif. Intell., 2022)

Reidentifying soccer players in broadcast videos using Body Feature Alignment Based on Pose. - Sara Akan; Songül Varli (CNIOT, 2023)

Size-based Adaptive Instance Pruning for Refined Segmentation of Cell Nuclei in Histology Images. - Serdar Yildiz; Abbas Memis; Songül Varli (SIU, 2023)

Use of deep learning in soccer videos analysis: survey. - Sara Akan; Songül Varli (Multim. Syst., 2023)

TRCaptionNet: A novel and accurate deep Turkish image captioning model with vision transformer based image encoders and deep linguistic text decoders. - Serdar Yildiz; Abbas Memis; Songül Varli (Turkish J. Electr. Eng. Comput. Sci., 2023)

Epidermis Segmentation in Melanoma Whole Slide Images: A Comparative Analysis of Deep Learning Architectures. - M. Taha Gökcan; Yasemin Topuz; Songül Varli (INISTA, 2024)

A Comparative Analysis of Loss Functions in Segmentation of Medical Images with Highly Imbalanced Class Distribution: An Experimental Study for Deep Nuclei Segmentation. - Serdar Yildiz; Abbas Memis; Songül Varli (INISTA, 2024)

Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models. - Serdar Yildiz; Abbas Memis; Songül Varli (SIU, 2024)

Turkish Image Captioning with Vision Transformer Based Encoders and Text Decoders. - Serdar Yildiz; Abbas Memis; Songül Varli (SIU, 2024)

Semantic and Instance Segmentation of Multi-organ Cell Nuclei Using Deep Learning Based Methods. - Serdar Yildiz; Abbas Memis; Songül Varli (SIU, 2024)

Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review. - Ceren Gulra Melek; Elena Battini Sönmez; Songül Varli (Eng. Appl. Artif. Intell., 2024)