Songül Varli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Magnetic Resonance

Top Venues

Biomed. Signal Process. Control.

Eng. Appl. Artif. Intell.

Artif. Intell. Medicine

Publications

Serdar Yildiz, Abbas Memis, Songül Varli
Semantic and Instance Segmentation of Multi-organ Cell Nuclei Using Deep Learning Based Methods. SIU (2024)
Serdar Yildiz, Abbas Memis, Songül Varli
Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models. SIU (2024)
Serdar Yildiz, Abbas Memis, Songül Varli
Turkish Image Captioning with Vision Transformer Based Encoders and Text Decoders. SIU (2024)
Ceren Gulra Melek, Elena Battini Sönmez, Songül Varli
Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review. Eng. Appl. Artif. Intell. 133 (2024)
Serdar Yildiz, Abbas Memis, Songül Varli
Size-based Adaptive Instance Pruning for Refined Segmentation of Cell Nuclei in Histology Images. SIU (2023)
Serdar Yildiz, Abbas Memis, Songül Varli
TRCaptionNet: A novel and accurate deep Turkish image captioning model with vision transformer based image encoders and deep linguistic text decoders. Turkish J. Electr. Eng. Comput. Sci. 31 (6) (2023)
Sara Akan, Songül Varli
Reidentifying soccer players in broadcast videos using Body Feature Alignment Based on Pose. CNIOT (2023)
Sara Akan, Songül Varli
Use of deep learning in soccer videos analysis: survey. Multim. Syst. 29 (3) (2023)
Abbas Memis, Songül Varli, Fuat Bilgili
Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary study. Biomed. Signal Process. Control. 71 (Part) (2022)
Saadet Aytaç Arpaci, Songül Varli
Semantic Segmentation with the Mixup Data Augmentation Method. SIU (2022)
Serdar Yildiz, Onur Aydemir, Abbas Memis, Songül Varli
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. Eng. Appl. Artif. Intell. 114 (2022)
Abbas Memis, Songül Varli, Fuat Bilgili
Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces. SIU (2021)
Saadet Aytaç Arpaci, Songül Varli
EncU-Net: A Modified U-Net for Dermoscopic Image Segmentation. SIU (2021)
Abbas Memis, Songül Varli, Fuat Bilgili
Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity. INISTA (2021)
Abbas Memis, Songül Varli, Fuat Bilgili
A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry. Artif. Intell. Medicine 115 (2021)
Abbas Memis, Songül Varli, Fuat Bilgili
Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease. SIU (2020)
Saadet Aytaç Arpaci, Songül Varli
Retinal Vessel Segmentation with Differentiated U-Net Network. SIU (2020)
Abbas Memis, Songül Varli, Fuat Bilgili
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. Comput. Medical Imaging Graph. 81 (2020)
Serdar Yildiz, Onur Aydemir, Iskender Yilmaz, Ayhan Say, Songül Varli
Customer Churn Analysis. SIU (2020)
Abbas Memis, Songül Varli, Fuat Bilgili
Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator. Biomed. Signal Process. Control. 54 (2019)