Doç. Dr. ERDEM AKAGÜNDÜZ

Makaleler 19

1. Deep learning-based epicenter localization using single-station strong motion records

Türkmen M., Meral S., Yilmaz B., Cikis M., AKAGÜNDÜZ E., Tileylioglu S.

BULLETIN OF EARTHQUAKE ENGINEERING , cilt.24, sa.3, ss.1349-1370, 2026 (SCI-Expanded, Scopus)

2. Augmenting atmospheric turbulence effects on thermal-adapted deep object detection models

Uzun E., AKAGÜNDÜZ E.

Scientific Reports , cilt.15, sa.1, 2025 (SCI-Expanded, Scopus)

3. Exploring challenges in deep learning of single-station ground motion records

ÇAĞLAR Ü. M., Yilmaz B., Turkmen M., AKAGÜNDÜZ E., Tileylioglu S.

EARTH SCIENCE INFORMATICS , cilt.18, sa.4, 2025 (SCI-Expanded, Scopus)

4. Cross-Band Correlation-Aware Interactive Fusion for Multispectral Images

Ulku I., Tanriover O. O., Akagündüz E.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.22, 2025 (SCI-Expanded, Scopus)

5. A survey on infrared image & video sets

Danaci K. I., AKAGÜNDÜZ E.

Multimedia Tools and Applications , cilt.83, sa.6, ss.16485-16523, 2024 (SCI-Expanded, Scopus)

6. LoRA-NIR: Low-Rank Adaptation of Vision Transformers for Remote Sensing With Near-Infrared Imagery

ÜLKÜ İ., TANRIÖVER Ö. Ö., AKAGÜNDÜZ E.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS , cilt.21, 2024 (SCI-Expanded, Scopus)

7. A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images

ÜLKÜ İ., AKAGÜNDÜZ E.

APPLIED ARTIFICIAL INTELLIGENCE , cilt.36, sa.1, 2022 (SCI-Expanded, Scopus)

8. Deep Semantic Segmentation of Trees Using Multispectral Images

ÜLKÜ İ., AKAGÜNDÜZ E., Ghamisi P.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , cilt.15, ss.7589-7604, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

9. Dynamical system parameter identification using deep recurrent cell networks Which gated recurrent unit and when?

AKAGÜNDÜZ E., Cifdaloz O.

NEURAL COMPUTING & APPLICATIONS , cilt.33, sa.23, ss.16745-16757, 2021 (SCI-Expanded, Scopus)

10. Defining Image Memorability Using the Visual Memory Schema

Akagunduz E., Bors A. G., Evans K. K.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , cilt.42, sa.9, ss.2165-2178, 2020 (SCI-Expanded, Scopus)

11. A Hybrid Framework for Matching Printing Design Files to Product Photos

Kaplan A., Akagündüz E.

Balkan Journal of Electrical and Computer Engineering , cilt.8, sa.2, ss.170-180, 2020 (TRDizin)

12. Filter design for small target detection on infrared imagery using normalized-cross-correlation layer

Demir H. S., Akagunduz E.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.28, sa.1, ss.302-317, 2020 (SCI-Expanded, Scopus, TRDizin)

13. Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos

Akagunduz E., Aslan M., Sengur A., Wang H., Ince M. C.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS , cilt.21, sa.3, ss.756-763, 2017 (SCI-Expanded, Scopus)

14. Shape recognition using orientational and morphological scale-spaces of curvatures

Akagunduz E.

IET COMPUTER VISION , cilt.9, sa.5, ss.750-757, 2015 (SCI-Expanded, Scopus)

15. Anatomical and dynamic volume spline model applied to facial soft tissue

ULUSOY İ., Akagunduz E., Yirci M.

COMPUTER ANIMATION AND VIRTUAL WORLDS , cilt.22, sa.6, ss.543-554, 2011 (SCI-Expanded, Scopus)

16. Use of the dynamic volume spline method to predict facial soft tissue changes associated with orthognathic surgery

ULUSOY PARNAS İ., AKAGÜNDÜZ E., Sabuncuoglu F., GÖRGÜLÜ S., ÜÇOK C. Ö.

ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY AND ENDODONTOLOGY , cilt.110, sa.5, 2010 (SCI-Expanded, Scopus)

17. 3D object recognition from range images using transform invariant object representation

AKAGÜNDÜZ E., ULUSOY PARNAS İ.

ELECTRONICS LETTERS , cilt.46, sa.22, ss.1499-1500, 2010 (SCI-Expanded, Scopus)

18. 3D face detection using transform invariant features

AKAGÜNDÜZ E., ULUSOY PARNAS İ.

ELECTRONICS LETTERS , cilt.46, sa.13, ss.905-906, 2010 (SCI-Expanded, Scopus)

19. Estimation of parameters for dynamic volume spline models

ULUSOY PARNAS İ., AKAGÜNDÜZ E., WEBER G. W.

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING , cilt.18, sa.4, ss.499-519, 2010 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 28

1. Channel-Attentive Transformer-Based Multimodal Semantic Segmentation Model for Early Detection of Wheat Yellow Rust Disease

ÜLKÜ İ., AKAGÜNDÜZ E., TANRIÖVER Ö. Ö.

18th International Conference on Machine Vision, ICMV 2025, Paris, Fransa, 19 - 22 Ekim 2025, cilt.14114, (Tam Metin Bildiri)

2. A Comparative Study of Multi-Task Learning Approaches on Disjoint Datasets Ayri sik Veri Setlerinde ok G revli grenme Yakla simlarinin Kar sila stirilmasi

Yasin A. H., AKAGÜNDÜZ E., Demir I.

33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)

3. Enhancing Address Data Integrity using Transformer-Based Language Models Dönüştürücü Tabanlı Dil Modelleri Kullanarak Adres Veri Bütünlüğünün Geliştirilmesi

Kürklü Ö. F., Akagündüz E.

32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024, (Tam Metin Bildiri)

4. Sequence Models for Drone vs Bird Classification

Akyon F. C., AKAGÜNDÜZ E., Altinuc S. O., TEMİZEL A.

16th International Conference on Machine Vision (ICMV), Yerevan, Ermenistan, 15 - 18 Kasım 2023, cilt.13072, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts

Özdemir Ö., Akagündüz E.

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, Washington, Amerika Birleşik Devletleri, 16 - 22 Haziran 2024, ss.1562-1571, (Tam Metin Bildiri)

6. EANet: Enhanced Attribute-Based RGBT Tracker Network

Türkoğlu A., Akagündüz E.

The 16th International Conference on Machine Vision ICMV2023, Yerevan, Ermenistan, 15 Kasım 2023, (Tam Metin Bildiri)

7. Semantic Segmentation of Crop Areas in Remote Sensing Imagery using Spectral Indices and Multiple Channels

ÜLKÜ İ., AKAGÜNDÜZ E.

15th International Conference on Machine Vision, ICMV 2022, Rome, İtalya, 18 - 20 Kasım 2022, cilt.12701, (Tam Metin Bildiri)

8. Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders

Tüfekci G., Kayabaşı A., AKAGÜNDÜZ E., ULUSOY İ.

17th European Conference on Computer Vision, ECCV 2022, Tel-Aviv-Yafo, İsrail, 23 - 27 Ekim 2022, cilt.13806 LNCS, ss.549-559, (Tam Metin Bildiri)

9. Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models

Uzun E., Dursun A. A., Akagündüz E.

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Louisiana, Amerika Birleşik Devletleri, 19 - 20 Haziran 2022, ss.240-247, (Tam Metin Bildiri)

10. A data collection system design for hand gestures

Akan E., AKAGÜNDÜZ E., Uslu I. B.

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Türkiye, 25 - 27 Ağustos 2021, (Tam Metin Bildiri)

11. Representing Earthquake Accelerogram Records for CNN Utilization

Cikis M., Tileyoglu S., Akagunduz E.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020, (Tam Metin Bildiri)

12. Comparison of Single Channel Indices for U-Net Based Segmentation of Vegetation in Satellite Images

Ulku I., Barmpoutis P., Stathaki T., Akagunduz E.

12th International Conference on Machine Vision (ICMV), Amsterdam, Hollanda, 16 - 18 Kasım 2019, cilt.11433, (Tam Metin Bildiri)

13. Infrared Target Detection using Shallow CNNs

Uzun E., Aksoy T., Akagunduz E.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020, (Tam Metin Bildiri)

14. Machine Learning-based Silence Detection in Call Center Telephone Conversations

Iheme L. O., Ozan S., Akagunduz E.

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 21 - 22 Eylül 2019, (Tam Metin Bildiri)

15. An Analysis on the Effect of Skip Connections in Fully Convolutional Networks for License Plate Localization

Uzun E., Akagunduz E.

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri)

16. Comparison of Infrared and Visible Imagery for Object Tracking: Toward Trackers with Superior IR Performance

Gundogdu E., Ozkan H., Demir H. S., Ergezer H., Akagunduz E., Pakin S. K.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Massachusetts, Amerika Birleşik Devletleri, 7 - 12 Haziran 2015, (Tam Metin Bildiri)

17. Vessel Classification on UAVs using Inertial Data and IR Imagery

Demir H. S., Akagunduz E., Pakin S. K.

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.499-502, (Tam Metin Bildiri)

18. Scale Invariant Sillhouette Features

AKAGÜNDÜZ E.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

19. Open and Interoperable Maritime Surveillance Framework Set to Improve Sea-Borders Control

Erbas C., Cetin F. T., Yilmaz B., Akagunduz E., Kabak Y., Bulca A.

7th Security Research Conference Future Security, Bonn, Almanya, 4 - 06 Eylül 2012, cilt.318, ss.359-360, (Tam Metin Bildiri)

20. SCALE-SPACE APPROACH FOR THE COMPARISON OF HK AND SC CURVATURE DESCRIPTIONS AS APPLIED TO OBJECT RECOGNITION

Akagunduz E., Eskizara O., ULUSOY İ.

16th IEEE International Conference on Image Processing, Cairo, Mısır, 7 - 10 Kasım 2009, ss.413-416, (Tam Metin Bildiri)

21. Comparison of HK and SC Curvature Descriptions in a Scale-Space for the Purpose of 3D Object Recognition

AKAGÜNDÜZ E., ULUSOY İ.

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.218-221, (Tam Metin Bildiri)

22. 3D Data Processing for Enhancement of Face Scanner Data

BOZKURT N., HALICI U., ULUSOY PARNAS İ., AKAGUNDUZ E.

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.690-693, (Tam Metin Bildiri)

23. 3D Object Recognition by Geometric Hashing

Eskizara O., AKAGÜNDÜZ E., ULUSOY İ.

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.214-217, (Tam Metin Bildiri)

24. 3D Face Representation Using Scale and Transform Invariant Features

Akaguenduez E., ULUSOY İ.

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Türkiye, 20 - 22 Nisan 2008, ss.14-17, (Tam Metin Bildiri)

25. 3D Face Reconstruction Using Stereo Images and Structured Light

OZTURK A. O., HALICI U., ULUSOY PARNAS İ., AKAGUNDUZ E.

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Türkiye, 20 - 22 Nisan 2008, ss.878-881, (Tam Metin Bildiri)

26. A physically-based facial skin model to simulate facial expressions on digitally scanned 3D models

AKAGUNDUZ E., ULUSOY PARNAS İ., BOZKURT N., HALICI U.

22nd International Symposium on Computer and Information Sciences, Ankara, Türkiye, 7 - 09 Kasım 2007, ss.152-156, (Tam Metin Bildiri)

27. Scale invariant representation of 2.5D data

AKAGUNDUZ E., ULUSOY PARNAS İ., BOZKURT N., HALICI U.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Türkiye, 11 - 13 Haziran 2007, ss.438-441, (Tam Metin Bildiri)

28. 3D object representation using transform and scale invariant 3D features

AKAGÜNDÜZ E., ULUSOY İ.

11th IEEE International Conference on Computer Vision, Rio de Janeiro, Brezilya, 14 - 21 Ekim 2007, ss.55-62, (Tam Metin Bildiri)

Metrikler

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Yayın (Scopus)

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297

H-İndeks (WoS)

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465

H-İndeks (Scopus)

Atıf (Scholar)

925

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