Publications & Works

Publication Network
Articles 12
All (12)
SCI-E, SSCI, AHCI (10)
SCI-E, SSCI, AHCI, ESCI (10)
Scopus (10)
TRDizin (3)
Other Publications (1)

1. Türkçe Görüntü Altyazılama: Mevcut Çalışmalar, Uygulamalar, Veri Setleri, Metrikler ve Gelecekteki Olası Eğilimler Üzerine Bir İnceleme

MEMİŞ A.
EMO Bilimsel Dergi , vol.15, no.2, pp.81-97, 2025 (TRDizin)

2. Tiny TR-CAP: A novel small-scale benchmark dataset for general-purpose image captioning tasks

MEMİŞ A., Yıldız S.
Engineering Science and Technology, an International Journal , vol.64, 2025 (SCI-Expanded)

3. TRCaptionNet++: A high-performance encoder-decoder based deep Turkish image captioning model fine-tuned with a large-scale set of pretrain data

Yildiz S., MEMİŞ A., VARLI S.
Turkish Journal of Electrical Engineering and Computer Sciences , vol.33, no.5, pp.669-687, 2025 (SCI-Expanded, Scopus, TRDizin)

4. TRCaptionNet: A novel and accurate deep Turkish image captioning model with vision transformer based image encoders and deep linguistic text decoders

Yildiz S., Memis A., VARLI S.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.31, no.6, pp.1079-1098, 2023 (SCI-Expanded, Scopus, TRDizin) Sustainable Development

5. A turnaround control system to automatically detect and monitor the timestamps of ground service actions in airports: A deep learning and computervision based approach br

Yildiz S., Aydemir O., Memis A., VARLI S.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.114, 2022 (SCI-Expanded, Scopus) Sustainable Development

6. Fast and Accurate Registration of the Proximal Femurs in Bilateral Hip Joint Images by Using the Random Sub-Sample Points

Memis A., Varli S., Bilgili F.
IRBM , vol.43, no.2, pp.130-141, 2022 (SCI-Expanded, Scopus) Sustainable Development

7. Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary study

Memis A., VARLI S., Bilgili F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , vol.71, 2022 (SCI-Expanded, Scopus)

8. A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry

Memis A., VARLI S., Bilgili F.
ARTIFICIAL INTELLIGENCE IN MEDICINE , 2021 (SCI-Expanded, Scopus) Sustainable Development

9. 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

Memis A., VARLI S., Bilgili F.
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS , 2020 (SCI-Expanded, Scopus) Sustainable Development

10. Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator

Memis A., VARLI S., Bilgili F.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , 2019 (SCI-Expanded, Scopus) Sustainable Development

11. 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

Memis A., Albayrak S., Bilgili F.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , pp.83-93, 2019 (SCI-Expanded, Scopus) Sustainable Development

12. Quantification of 2D shape variation of abnormal proximal femurs over normal proximal femurs in bilateral hip MRI: A computerized analysis for Legg-Calve-Perthes disease

Memiş A., VARLI S., BİLGİLİ F.
Procedia Computer Science , vol.158, pp.426-435, 2019 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 26

1. Decoding Chronological Age from the Retinal Fundus Images: A Deep Learning-based Analysis with Vision Transformers

Yürük M. A., Memiş A.
2026 34th Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 7 - 10 July 2026, pp.1-4, (Full Text)

2. Age Prediction and Categorization from Retinal Fundus Images Using Residual Neural Networks

Yürük M. A., Memiş A.
2026 5th International Informatics and Software Engineering Conference (IISEC), Ankara, Turkey, 5 - 06 February 2026, pp.628-633, (Full Text)

3. Automatic Turkish Image Captioning Using Non-Native Deep Caption Generator Models and Neural Machine Translators

Yıldız S., MEMİŞ A.
2025 Fourteenth International Conference on Image Processing, Theory, Tools & Applications (IPTA), İstanbul, Turkey, 13 - 16 October 2025, pp.1-6, (Full Text)

4. An Ensemble Learning Based Nuclei Segmentation: Using Base Deep Learning Models with Different Loss Functions

Yıldız S., Memiş A., Varlı S.
2024 8th International Symposium on Innovative Approaches in Smart Technologies (ISAS), İstanbul, Turkey, 6 - 07 December 2024, pp.1-6, (Full Text)

5. A Comparative Analysis of Loss Functions in Segmentation of Medical Images with Highly Imbalanced Class Distribution: An Experimental Study for Deep Nuclei Segmentation

Yıldız S., Memiş A., Varlı S.
2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Craiova, Romania, 4 - 06 September 2024, pp.1-6, (Full Text)

6. Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models

Yıldız S., Memiş A., Varlı S.
32nd Signal Processing and Communications Applications Conference (SIU 2024), Mersin, Turkey, 15 - 18 May 2024, pp.1-4, (Full Text)

7. Semantic and Instance Segmentation of Multi-organ Cell Nuclei Using Deep Learning Based Methods

Yıldız S., Memiş A., Varlı S.
32nd Signal Processing and Communications Applications Conference (SIU 2024), Mersin, Turkey, 15 - 18 May 2024, pp.1-4, (Full Text)

8. Turkish Image Captioning with Vision Transformer Based Encoders and Text Decoders

Yıldız S., Memiş A., Varlı S.
32nd Signal Processing and Communications Applications Conference (SIU 2024), Mersin, Turkey, 15 - 18 May 2024, pp.1-4, (Full Text)

9. Nuclei Instance Segmentation in Colon Histology Images with YOLOv7

Yıldız S., Memiş A., VARLI S.
2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Turkey, 10 - 11 March 2023, vol.1983 CCIS, pp.335-343

10. Size-based Adaptive Instance Pruning for Refined Segmentation of Cell Nuclei in Histology Images

Yildiz S., Memis A., VARLI S.
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Turkey, 5 - 08 July 2023, (Full Text) Sustainable Development

11. Automatic Turkish Image Captioning: The Impact of Deep Machine Translation Otomatik Turkfe Goruntu Altyazilama: Derin Makine Qevirisinin Etkisi

Yildiz S., Memis A., Varlı S.
8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Turkey, 13 - 15 September 2023, pp.414-419, (Full Text)

12. Deep Learning Based Automatic Detection of Audiological Symbols in Audiogram Images Odyogram G r nt lerindeki İşitsel Sembollerin Derin grenme Tabanli Otomatik Tespiti

Basturk B. N., Memis A., Güçlü H.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text)

13. Nuclei Segmentation in Colon Histology Images by Using the Deep CNNs: A U-Net Based Multi-class Segmentation Analysis

Yildiz S., Memis A., VARLI S.
Medical Technologies Congress (TIPTEKNO), Antalya, Turkey, 31 October - 02 November 2022, (Full Text) Sustainable Development

14. Automatic classification of the waldenstrom stages of legg-calve-perthes disease from the 2D total proximal femur shape deformity

Memis A., VARLI S., BİLGİLİ F.
2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021, (Full Text) Sustainable Development

15. Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces

Memis A., VARLI S., BİLGİLİ F.
29th IEEE Conference on Signal Processing and Communications Applications (SIU), ELECTR NETWORK, 9 - 11 June 2021, (Full Text) Sustainable Development

16. 3D Femoral Head Detection in MRI Data Sequences with the Integro-differential Operator

Memis A., VARLI S., BİLGİLİ F.
2020 Medical Technologies Congress, TIPTEKNO 2020, Antalya, Turkey, 19 - 20 November 2020, (Full Text)

17. Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease Evrisimsel Sinir Aglari ile Legg-Calve-Perthes Hastalarina Ait MR Goruntuleme Kesitlerinde Femur Basi Bolutleme

Memis A., VARLI S., BİLGİLİ F.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5 - 07 October 2020, (Full Text)

18. A Brief Overview of Medical Software Tools Used in MR Image Segmentation

Memiş A., Varlı S., Bilgili F.
TIPTEKNO 2018- Tıp Teknolojileri Kongresi, Gazimagusa, Cyprus (Kktc), 8 - 10 November 2018, (Full Text)

19. Femoral head detection in perthes MR slices with circular hough transform

Memiş A., Varlı S., Bilgili F.
26th Signal Processing and Communications Applications Conference (SIU 2018), İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

20. Facial feature representation and face recognition with Neighborhood-based Binary Patterns Komsuluk-tabanli Ikili Örüntüler ile Yüz Özniteliǧi Betimleme ve Yüz Tanima

Memis A.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

21. 3D Detection of Spheric and Aspheric Femoral Heads in Coronal MR Images of Patients with Legg-Calve-Perthes Disease Using the Spherical Hough Transform

Memis A., VARLI S., BİLGİLİ F.
3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP), Bari, Italy, 11 - 13 October 2018, pp.42-48, (Full Text) Sustainable Development

22. Face Recognition on Mobile Environment Images Using Appearance Based Methods

Memis A., Karabiber F.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.169-172, (Full Text)

23. A Kinect based sign language recognition system using spatio-temporal features

Memiş A., Varlı S.
The 6th International Conference on Machine Vision (ICMV 2013), London, England, 16 - 17 November 2013, pp.1-5, (Full Text)

24. An Iris Recognition System Based on Angular Radial Partitioning and Statistical Texture Analysis with Sum & Difference Histogram

Memiş A., Varlı S., Battini Sönmez E.
2nd International Symposium on Computing in Informatics and Mathematics, Tirane, Albania, 26 - 28 September 2013, pp.1-7, (Full Text)

25. Turkish Sign language recognition using spatio-temporal features on kinect RGB video sequences and depth maps Kinect RGB görüntülerde ve derinlik haritalarinda uzam-zamansal özellikleri kullanarak türk işaret dili tanima

Memiş A., VARLI S.
2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Turkey, 24 - 26 April 2013, (Full Text)

26. Açısal Radyal Parçalamaya ve İstatiksel Doku Analizine Dayalı İris Tanıma Sistemi

Memiş A., Varlı S.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU 2010), Kayseri, Turkey, 21 - 24 June 2010, pp.1-5, (Full Text)
Books 1

1. Computer-based Analysis of Bone Shape Structures from Medical Images: Research Studies on Hip Joint

Memiş A.
in: Processing and Analysis of Medical Images, Kamaşak ME,Töreyin BU, Editor, Türkiye Klinikleri Yayınevi, Ankara, pp.39-48, 2023
Metrics

Publication

39

Publication (WoS)

15

Publication (Scopus)

25

Citation (WoS)

97

H-Index (WoS)

6

Citation (Scopus)

131

H-Index (Scopus)

7

Project

7

Thesis Advisory

2
UN Sustainable Development Goals
SDG 3: GOAL 3: GOOD HEALTH AND WELL-BEING
SDG 4: GOAL 4: QUALITY EDUCATION
SDG 11: GOAL 11: SUSTAINABLE CITIES AND COMMUNITIES
SDG 17: GOAL 17: PARTNERSHIPS FOR THE GOALS