Yayınlar & Eserler

Yayın Ağı
Makaleler 30
Tümü (30)
SCI-E, SSCI, AHCI (27)
SCI-E, SSCI, AHCI, ESCI (27)
Scopus (26)
TRDizin (2)

1. A depthwise convolutional variational autoencoder for anomaly detection in complex traffic scenarios from UAV views

SALEEM A., DİREKOĞLU C.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.312, 2026 (SCI-Expanded, Scopus) identifier identifier

2. Optimized KiU-Net: A Convolutional Autoencoder for Retinal Vessel Segmentation in Medical Images

Bilal H., Bendechache M., DİREKOĞLU C.
IEEE ACCESS , cilt.14, ss.2784-2799, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

3. Precise State-of-Charge Estimation in Electric Vehicle Lithium-Ion Batteries Using a Deep Neural Network

SALEEM A., Batunlu C., DİREKOĞLU C.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.50, sa.21, ss.17299-17316, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

4. A hybrid approach for binary and multi-class classification of voice disorders using a pre-trained model and ensemble classifiers

Rahman M. U., DİREKOĞLU C.
BMC MEDICAL INFORMATICS AND DECISION MAKING , cilt.25, sa.1, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier identifier

5. Transformers and audio detection tasks: An overview

Zaman K., Li K., Sah M., DİREKOĞLU C., Okada S., Unoki M.
DIGITAL SIGNAL PROCESSING , cilt.158, 2025 (SCI-Expanded, Scopus) identifier identifier

6. Quantum Vision Theory in Deep Learning for Object Recognition

Direkoglu C., Sah M.
IEEE ACCESS , cilt.13, ss.132194-132208, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

7. Hybrid Wavelet-LSTM-Transformer Model for Fault Forecasting in Power Grids

Salman D., DİREKOĞLU C., Altanneh N., Ahmed A.
SSRG International Journal of Electrical and Electronics Engineering , cilt.11, sa.12, ss.314-326, 2024 (Scopus) identifier

8. Identification of Locations in Mecca using Image Pre-Processing, Neural Networks and Deep Learning

Taha M. A., Sah M., DİREKOĞLU C.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.49, sa.9, ss.12091-12111, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

9. Convolutional neural network-based regression analysis to predict subnuclear chromatin organization from two-dimensional optical scattering signals

Al-Kurdi Y., DİREKOĞLU C., ERBİLEK M., ARİFLER D.
Journal of Biomedical Optics , cilt.29, sa.8, 2024 (SCI-Expanded, Scopus) identifier identifier identifier

10. Hybrid deep learning models for time series forecasting of solar power

Salman D., DİREKOĞLU C., Kusaf M., Fahrioglu M.
Neural Computing and Applications , cilt.36, sa.16, ss.9095-9112, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

11. Hybrid Transformer Architectures With Diverse Audio Features for Deepfake Speech Classification

Zaman K., Samiul I. J. A. M., Sah M., DİREKOĞLU C., Okada S., Unoki M.
IEEE ACCESS , cilt.12, ss.149221-149237, 2024 (SCI-Expanded, Scopus) identifier identifier

12. Pre-processed and combined EEG data for epileptic seizure classification using deep learning

Zaid Y., Sah M., DİREKOĞLU C.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.84, 2023 (SCI-Expanded, Scopus) identifier identifier

13. Review and evaluation of player detection methods in field sports Comparing conventional and deep learning based methods

Sah M., DİREKOĞLU C.
MULTIMEDIA TOOLS AND APPLICATIONS , cilt.82, sa.9, ss.13141-13165, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

14. A Survey of Audio Classification Using Deep Learning

Zaman K., Sah M., DİREKOĞLU C., Unoki M.
IEEE ACCESS , cilt.11, ss.106620-106649, 2023 (SCI-Expanded, Scopus) identifier identifier

15. Hybrid deep learning models for multivariate forecasting of global horizontal irradiation

Vakitbilir N., Hilal A., DİREKOĞLU C.
NEURAL COMPUTING & APPLICATIONS , cilt.34, sa.10, ss.8005-8026, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

16. A survey of deep learning methods for multiple sclerosis identification using brain MRI images

Sah M., DİREKOĞLU C.
NEURAL COMPUTING & APPLICATIONS , cilt.34, sa.10, ss.7349-7373, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

17. Derin Öğrenme Tabanlı Vücut Bölme ve Gaussian Filtreleme Kullanarak Gözetim Videolarında Kişiyi Yeniden Tanıma

Aksu F., Direkoglu C.
Europan Journal of Science and Technology , cilt.0, sa.Ejosat Özel Sayı 2020 (ISMSIT), ss.291-296, 2020 (TRDizin) Creative Commons License identifier

18. Automated shopping system using computer vision

Odeh N., DİREKOĞLU C.
MULTIMEDIA TOOLS AND APPLICATIONS , cilt.79, sa.41-42, ss.30151-30161, 2020 (SCI-Expanded, Scopus) identifier identifier

19. Evrişimli Sinir Ağlarını Kullanarak Müzik Notasyonunu Tanıma

Othman A., Direkoglu C.
Europan Journal of Science and Technology , cilt.0, sa.Ejosat Özel Sayı 2020 (ISMSIT), ss.283-290, 2020 (TRDizin) Creative Commons License identifier

20. A novel framework and concept-based semantic search Interface for abnormal crowd behaviour analysis in surveillance videos

Hatirnaz E., Sah M., DİREKOĞLU C.
MULTIMEDIA TOOLS AND APPLICATIONS , cilt.79, sa.25-26, ss.17579-17617, 2020 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

21. Abnormal Crowd Behavior Detection Using Motion Information Images and Convolutional Neural Networks

DİREKOĞLU C.
IEEE ACCESS , cilt.8, ss.80408-80416, 2020 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

22. Temporal segmentation and recognition of team activities in sports

DİREKOĞLU C., O'Connor N. E.
MACHINE VISION AND APPLICATIONS , cilt.29, sa.5, ss.891-913, 2018 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

23. Player detection in field sports

DİREKOĞLU C., Sah M., O'Connor N. E.
MACHINE VISION AND APPLICATIONS , cilt.29, sa.2, ss.187-206, 2018 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

24. On using an analogy to heat flow for shape extraction

Direkoglu C., Nixon M. S.
PATTERN ANALYSIS AND APPLICATIONS , cilt.16, sa.2, ss.125-139, 2013 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

25. On Using Anisotropic Diffusion for Skeleton Extraction

Direkoglu C., Dahyot R., Manzke M.
INTERNATIONAL JOURNAL OF COMPUTER VISION , cilt.100, sa.2, ss.170-189, 2012 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

26. Shape classification via image-based multiscale description

Direkoglu C., Nixon M. S.
PATTERN RECOGNITION , cilt.44, sa.9, ss.2134-2146, 2011 (SCI-Expanded, Scopus) identifier identifier

27. Moving-edge detection via heat flow analogy

Direkoglu C., Nixon M. S.
PATTERN RECOGNITION LETTERS , cilt.32, sa.2, ss.270-279, 2011 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

28. On Using Physical Analogies for Feature and Shape Extraction in Computer Vision

Nixon M. S., Liu X. U., Direkoglu C., Hurley D. J.
COMPUTER JOURNAL , cilt.54, sa.1, ss.11-25, 2011 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

29. Enhanced facial feature extraction using region-based super-resolution aided video sequences

Celik T., Direkoglu C., Ozkaramanli H., Demirel H., Uyguroglu M.
IMAGE ANALYSIS AND RECOGNITION , cilt.3656, ss.1141-1148, 2005 (SCI-Expanded) identifier

30. Efficient face and facial feature tracking using search region estimation

Direkoglu C., Demirel H., Özkaramanli H., Uyguroglu M.
IMAGE ANALYSIS AND RECOGNITION , cilt.3656, ss.1149-1157, 2005 (SCI-Expanded) identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 33

1. Brain Tumor Classification using Deep Learning: Robustness Against Adversarial Attacks and Defense Strategies

Khalid H., DİREKOĞLU C.
7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications-ICHORA, Ankara, Türkiye, 23 - 24 Mayıs 2025, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

2. A Deep Learning Based Fusion Model For Plant Leaf Disease Classification

Ishaq M. H., DİREKOĞLU C.
7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications-ICHORA, Ankara, Türkiye, 23 - 24 Mayıs 2025, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

3. Multi-class Classification of Voice Disorders Using Deep Transfer Learning

Rahman M. U., DİREKOĞLU C.
2nd International Conference on Computing, IoT and Data Analytics, ICCIDA 2023, Ciudad Real, İspanya, 20 - 21 Temmuz 2023, cilt.1145 SCI, ss.262-270, (Tam Metin Bildiri) identifier

4. Optimized KiU-Net: Lightweight Convolutional Neural Network for Retinal Vessel Segmentation in Medical Images

Bilal H., DİREKOĞLU C.
2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Türkiye, 10 - 11 Mart 2023, cilt.1983 CCIS, ss.373-383, (Tam Metin Bildiri) identifier

5. Brain Tumor Classification using a Convolutional Neural Network and Different Optimizers

MULLA M., DİREKOĞLU C.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Türkiye, 11 - 13 Ekim 2023, (Tam Metin Bildiri) identifier

6. Lightweigth Convolutional Neural Networks for Person Re-Identification

Aksu F., DİREKOĞLU C.
3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2021, Ankara, Türkiye, 11 - 13 Haziran 2021, (Tam Metin Bildiri) identifier

7. LightWeight Deep Convolutional Neural Networks for Vehicle Re-Identification using Diffusion-based Image Masking

Sah M., Direkoglu C.
3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2021, Ankara, Türkiye, 11 - 13 Haziran 2021, (Tam Metin Bildiri) identifier

8. Prediction of Daily Solar Irradiation Using CNN and LSTM Networks

Vakitbilir N., Hilal A., DİREKOĞLU C.
14th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS 2020, Budva, Karadağ, 27 - 28 Ağustos 2020, cilt.1306, ss.230-238, (Tam Metin Bildiri) identifier

9. Review of Place Recognition Approaches: Traditional and Deep Learning Methods

Taha M. A., Şah M., DİREKOĞLU C.
14th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS 2020, Budva, Karadağ, 27 - 28 Ağustos 2020, cilt.1306, ss.183-191, (Tam Metin Bildiri) identifier

10. Classification of Harmful Noise Signals for Hearing Aid Applications using Spectrogram Images and Convolutional Neural Networks

Zaman K., Sah M., DİREKOĞLU C.
4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020, İstanbul, Türkiye, 22 - 24 Ekim 2020, (Tam Metin Bildiri) identifier

11. Sea Turtle Species Classification for Environmental Research and Conservation

Attal Z., DİREKOĞLU C.
10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions (ICSCCW), Prague, Çek Cumhuriyeti, 27 - 28 Ağustos 2019, cilt.1095, ss.580-587, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

12. Sea Turtle Detection Using Faster R-CNN for Conservation Purpose

Badawy M., DİREKOĞLU C.
10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions (ICSCCW), Prague, Çek Cumhuriyeti, 27 - 28 Ağustos 2019, cilt.1095, ss.535-541, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

13. Evaluation of Image Representations for Player Detection in Field Sports Using Convolutional Neural Networks

Sah M., DİREKOĞLU C.
13th International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS), Warszawa, Polonya, 27 - 28 Ağustos 2018, cilt.896, ss.107-115, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

14. Intelligent surveillance system for abandoned luggage

Altunay D. G., Karademir N., DİREKOĞLU C., TOPÇU O.
2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri) identifier identifier

15. Abnormal Crowd Behavior Detection Using Novel Optical Flow-Based Features

DİREKOĞLU C., Sah M., O'Connor N. E.
14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, İtalya, 29 Ağustos - 01 Eylül 2017, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

16. Semantic Annotation of Surveillance Videos for Abnormal Crowd Behaviour Search and Analysis

Sah M., Direkoglu C.
14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, İtalya, 29 Ağustos - 01 Eylül 2017, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

17. Review of MRI-based brain tumor image segmentation using deep learning methods

Isin A., DİREKOĞLU C., Sah M.
12th International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS), Vienna, Avusturya, 29 - 30 Ağustos 2016, cilt.102, ss.317-324, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

18. REDUCTION OF FALSE ALARMS TRIGGERED BY SPIDERS/COBWEBS IN SURVEILLANCE CAMERA NETWORKS

Hebbalaguppe R., McGuinness K., Kuklyte J., Albatal R., Direkoglu C., O'Connor N. E.
23rd IEEE International Conference on Image Processing (ICIP), Arizona, Amerika Birleşik Devletleri, 25 - 28 Eylül 2016, ss.943-947, (Tam Metin Bildiri) identifier identifier

19. An evaluation of local action descriptors for human action classification in the presence of occlusion

Jargalsaikhan I., Direkoglu C., Little S., O'Connor N. E.
20th Anniversary International Conference on MultiMedia Modeling, MMM 2014, Dublin, İrlanda, 6 - 10 Ocak 2014, cilt.8326 LNCS, ss.56-67, (Tam Metin Bildiri) identifier

20. Interactive surveillance event detection at TRECVid2012

Little S., Jargalsaikhan I., Clawson K., Li H., Nieto M., Direkoglu C., et al.
3rd ACM International Conference on Multimedia Retrieval, ICMR 2013, Dallas, TX, Amerika Birleşik Devletleri, 16 - 20 Nisan 2013, ss.301-302, (Tam Metin Bildiri) identifier

21. An information retrieval approach to identifying infrequent events in surveillance video

Little S., Jargalsaikhan I., Direkoglu C., O'Connor N. E., Smeaton A. F., Clawson K., et al.
3rd ACM International Conference on Multimedia Retrieval, ICMR 2013, Dallas, TX, Amerika Birleşik Devletleri, 16 - 20 Nisan 2013, ss.223-230, (Tam Metin Bildiri) identifier

22. Savasa Project @ TRECVID 2013: Semantic indexing and interactive surveillance event detection

Little S., Jargalsaikhan I., Albatal R., Direkoglu C., O’Connor N. E., Smeaton A. F., et al.
2013 TREC Video Retrieval Evaluation, TRECVID 2013, Maryland, Amerika Birleşik Devletleri, 20 - 22 Kasım 2013, (Tam Metin Bildiri) identifier

23. ACTION RECOGNITION BASED ON SPARSE MOTION TRAJECTORIES

Jargalsaikhan I., Little S., Direkoglu C., O'Connor N. E.
20th IEEE International Conference on Image Processing (ICIP), Melbourne, Avustralya, 15 - 18 Eylül 2013, ss.3982-3985, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

24. IDENTIFICATION OF MOVING OBJECTS IN POOR QUALITY SURVEILLANCE DATA

Kuklyte J., McGuinness K., Hebbalaguppe R., Direkoglu C., Gualano L., Connor N. E. O.
14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Paris, Fransa, 3 - 05 Temmuz 2013, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

25. SAVASA project @ TRECVID 2012: Interactive surveillance event detection

Little S., Jargalsaikhan I., Direkoglu C., O'Connor N. E., Smeaton A. F., Clawson K., et al.
TREC Video Retrieval Evaluation, TRECVID 2012, Gaithersburg, MD, Amerika Birleşik Devletleri, 26 - 28 Kasım 2012, (Tam Metin Bildiri) identifier

26. Team Activity Recognition in Sports

Direkoglu C., O'Connor N. E.
12th European Conference on Computer Vision (ECCV), Florence, İtalya, 7 - 13 Ekim 2012, cilt.7578, ss.69-83, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

27. TEAM BEHAVIOR ANALYSIS IN SPORTS USING THE POISSON EQUATION

Direkoglu C., O'Connor N. E.
19th IEEE International Conference on Image Processing (ICIP), Florida, Amerika Birleşik Devletleri, 30 Eylül - 03 Ekim 2012, ss.2693-2696, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

28. Shape Classification using Multiscale Fourier-based Description in 2-D Space

Direkoglu C., Nixon M. S.
9th International Conference on Signal Processing, Beijing, Çin, 26 - 29 Ekim 2008, ss.820-823, (Tam Metin Bildiri) identifier identifier

29. Image-based Multiscale Shape Description using Gaussian Filter

Direkoglu C., Nixon M. S.
6th Indian Conference on Computer Vision, Graphics and Image Processing, Bhubaneswar, Hindistan, 16 - 19 Aralık 2008, ss.673-678, (Tam Metin Bildiri) identifier identifier

30. Shape extraction via heat flow analogy

Direkoglu C., Nixon M. S.
9th International Conference on Advanced Concepts for Intelligent Vision Systems, Delft, Hollanda, 28 - 31 Ağustos 2007, cilt.4678, ss.553-564, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

31. Low level moving-feature extraction via heat flow analogy

Direkoglu C., Nixon M. S.
2nd International Symposium on Visual Computing, Nevada, Amerika Birleşik Devletleri, 6 - 08 Kasım 2006, cilt.4291, ss.243-245, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

32. Region-based super-resolution aided facial feature extraction from low-resolution video sequences

Celik T., Direkoglu C., Ozkaramanli H., Demirel H., Uyguroglu M.
30th IEEE International Conference on Acoustics, Speech, and Signal Processing, Pennsylvania, Amerika Birleşik Devletleri, 19 - 23 Mart 2005, ss.789-792, (Tam Metin Bildiri) identifier identifier

33. Scale and translation invariant face detection and efficient facial feature extraction

Direkoglu C., Demirel H., Ozkaramanli H., Qyguroglu M., Kondoz A.
6th IASTED International Conference on Signal and Image Processing, Hawaii, Amerika Birleşik Devletleri, 23 - 25 Ağustos 2004, ss.122-127, (Tam Metin Bildiri) identifier identifier