Abbas Memis

Orcid: 0000-0003-2645-8071

According to our database1, Abbas Memis authored at least 22 papers between 2013 and 2024.

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

Timeline

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PhD thesis 
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Bibliography

2024
Semantic and Instance Segmentation of Multi-organ Cell Nuclei Using Deep Learning Based Methods.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Turkish Image Captioning with Vision Transformer Based Encoders and Text Decoders.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

A Comparative Analysis of Loss Functions in Segmentation of Medical Images with Highly Imbalanced Class Distribution: An Experimental Study for Deep Nuclei Segmentation.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

2023
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., October, 2023

Size-based Adaptive Instance Pruning for Refined Segmentation of Cell Nuclei in Histology Images.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

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.
Eng. Appl. Artif. Intell., 2022

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., 2022

2021
A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry.
Artif. Intell. Medicine, 2021

Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

2020
Manyetik rezonans görüntülerinden Legg-Calve-Perthes hastalığına bağlı proksimal femur şekil bozulmalarının otomatik olarak ölçülmesi (Automatic quantification of proximal femur shape deformities caused by the Legg-Calve-Perthes disease from magnetic resonance images)
PhD thesis, 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.
Comput. Medical Imaging Graph., 2020

Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

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.
Comput. Methods Programs Biomed., 2019

Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator.
Biomed. Signal Process. Control., 2019

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

Facial feature representation and face recognition with Neighborhood-based Binary Patterns.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 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

2016
Face recognition on mobile environment images using appearance based methods.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

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

A Kinect based sign language recognition system using spatio-temporal features.
Proceedings of the Sixth International Conference on Machine Vision, 2013


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