Metrikler
Yayın
35
Açık Erişim
13
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2005 - 2010
2005 - 2010Doktora
Orta Doğu Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Fen Bilimleri Enstitüsü, Türkiye
2002 - 2005
2002 - 2005Yüksek Lisans
Orta Doğu Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Fen Bilimleri Enstitüsü, Türkiye
1997 - 2002
1997 - 2002Lisans
Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
2010
2010Doktora
Part embedding for shape grammars
Orta Doğu Teknik Üniversitesi
2005
2005Yüksek Lisans
Acceleration of direct volume rendering with texture slabs on programmable graphics hardware
Orta Doğu Teknik Üniversitesi
Yabancı Diller
C2 Ustalık
C2 Ustalıkİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Mühendislik ve Teknoloji
Akademik Faaliyetlere Dayalı Araştırma Alanları
Avesis Araştırma Alanları
WoS Araştırma Alanları
Scopus Araştırma Alanları
Makaleler
Tümü (16)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (16)
Scopus (16)
2025
20251. SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion
Khatounabad M. N., YALIM KELEŞ H., KADIOĞLU S.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, 2025 (SCI-Expanded, Scopus)
2022
20222. Iterative facial image inpainting based on an encoder-generator architecture
Dogan Y., Keles H.
Neural Computing and Applications
, cilt.34, sa.12, ss.10001-10021, 2022 (SCI-Expanded, Scopus)
2022
20223. A Hierarchical Approach to Remote Sensing Scene Classification
Sen O., Keles H.
PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science
, cilt.90, sa.2, ss.161-175, 2022 (SCI-Expanded, Scopus)
2022
20224. Using Motion History Images with 3D Convolutional Networks in Isolated Sign Language Recognition
Mercanoglu Sincan O., Keles H.
IEEE Access
, cilt.10, ss.18608-18618, 2022 (SCI-Expanded, Scopus)
2021
20215. Evaluation of hidden Markov models using deep CNN features in isolated sign recognition
Tur A. O., Keles H.
MULTIMEDIA TOOLS AND APPLICATIONS
, cilt.80, sa.13, ss.19137-19155, 2021 (SCI-Expanded, Scopus)
2020
20206. On the Evaluation of CNN Models in Remote-Sensing Scene Classification Domain
Sen O., Keles H.
PFG-JOURNAL OF PHOTOGRAMMETRY REMOTE SENSING AND GEOINFORMATION SCIENCE
, cilt.88, sa.6, ss.477-492, 2020 (SCI-Expanded, Scopus)
2020
20207. Semi-supervised image attribute editing using generative adversarial networks
Dogan Y., Keles H.
NEUROCOMPUTING
, cilt.401, ss.338-352, 2020 (SCI-Expanded, Scopus)
2020
20208. Learning multi-scale features for foreground segmentation
Lim L. A., Keles H.
PATTERN ANALYSIS AND APPLICATIONS
, cilt.23, sa.3, ss.1369-1380, 2020 (SCI-Expanded, Scopus)
2020
20209. AUTSL: A Large Scale Multi-Modal Turkish Sign Language Dataset and Baseline Methods
Sincan O. M., Keles H.
IEEE ACCESS
, cilt.8, ss.181340-181355, 2020 (SCI-Expanded, Scopus)
2019
201910. DeepVoCoder: A CNN Model for Compression and Coding of Narrow Band Speech
Keles H., Rozhon J., Ilk H. G., Voznak M.
IEEE ACCESS
, cilt.7, ss.75081-75089, 2019 (SCI-Expanded, Scopus)
2018
201811. Foreground segmentation using convolutional neural networks for multiscale feature encoding
Lim L. A., Keles H.
PATTERN RECOGNITION LETTERS
, cilt.112, ss.256-262, 2018 (SCI-Expanded, Scopus)
2018
201812. Embedding parts in shape grammars using a parallel particle swarm optimization method on graphics processing units
Keles H.
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING
, cilt.32, sa.3, ss.256-268, 2018 (SCI-Expanded, Scopus)
2015
201513. A robust method for scale independent detection of curvature-based criticalities and intersections in line drawings
Keles H., TARI Z. S.
PATTERN RECOGNITION
, cilt.48, sa.1, ss.140-155, 2015 (SCI-Expanded, Scopus)
2012
201214. Weighted shapes for embedding perceived wholes
Keles H., Özkar Kabakçıoğlu M., Tani S.
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN
, cilt.39, sa.2, ss.360-375, 2012 (SSCI, Scopus)
2010
201015. Embedding shapes without predefined parts
Keles H., Özkar Kabakçıoğlu M., TARI Z. S.
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN
, cilt.37, sa.4, ss.664-681, 2010 (SSCI, Scopus)
2007
200716. Acceleration of direct volume rendering with programmable graphics hardware
Yalim Keles H., Es A., Isler V.
VISUAL COMPUTER
, cilt.23, sa.1, ss.15-24, 2007 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2024
20241. Few-shot Audio Classification using Contrastive Training
Cigdem E. F., YALIM KELEŞ H.
32nd IEEE Signal Processing and Communications Applications Conference (SIU), Mersin, Türkiye, 15 - 18 Mayıs 2024, (Tam Metin Bildiri)
2024
20242. Towards Better Communication: Refining Hand Pose Estimation in Low-Resolution Sign Language Videos
Tasyurek U. M., Kiziltepe T., YALIM KELEŞ H.
18th International Conference on Automatic Face and Gesture Recognition (FG), İstanbul, Türkiye, 27 - 31 Mayıs 2024, (Tam Metin Bildiri)
2022
20223. Skin Disease Classification using Few-Shot Meta-Transfer Learning Birkaç Atişli Meta-Transfer Öǧrenme ile Cilt Hastaliǧi Siniflandirma
ÖZDEMİR Z., YALIM KELEŞ H., Ozgur Tanriover O.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri)
2022
20224. A Novel Visual Attribute Disentanglement Approach using Self-Supervision Yeni Bir Öz-Denetimli Görsel Özellik Ayriştirma Yöntemi
Aktas A. A., YALIM KELEŞ H., ASKERBEYLİ İ.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri)
2021
20215. Deep learning based cell segmentation using cascaded U-net models Ardişik U-net modelleri ile derin öǧrenme tabanli hücre bölütlemesi
Bakir M. E., Yalim Keles H.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Türkiye, 9 - 11 Haziran 2021, (Tam Metin Bildiri)
2021
20216. Covid-19 detection in chest X-ray images with deep learning Derin öǧrenme ile göǧüs röntgeni görüntülerinde Covid-19 algilama
ÖZDEMİR Z., Yalim Keles H.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Türkiye, 9 - 11 Haziran 2021, (Tam Metin Bildiri)
2021
20217. ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research
Sincan O. M., Jacques Junior J. C. S., Escalera S., Keles H.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, 19 - 25 Haziran 2021, ss.3467-3476, (Tam Metin Bildiri)
2020
20208. Sign Language Video Synthesis using Skeleton Sequence Skelet Sekans ile aret Dili Videosu Sentezleme
Gencoglu S., Keles H.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Türkiye, 5 - 07 Ekim 2020, (Tam Metin Bildiri)
2019
20199. Hand and Face Segmentation with Deep Convolutional Networks using Limited Labelled Data
Sincan O. M., Gencoglu S., Bacak M., Keles H.
3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri)
2018
201810. A Comparative Study of HMMs and LSTMs on Action Classification with Limited Training Data
Alp E. C., Keles H.
Intelligent Systems Conference (IntelliSys), London, Kanada, 6 - 07 Eylül 2018, cilt.868, ss.1102-1115, (Tam Metin Bildiri)
2019
201911. Scene Recognition with Deep Learning Methods Using Aerial Images
Sen O., Yalim Keles H.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri)
2019
201912. Stability and Diversity in Generative Adversarial Networks
Dogan Y., Keles H.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri)
2019
201913. Isolated Sign Recognition with a Siamese Neural Network of RGB and Depth Streams
Tur A. O., Keles H.
18th IEEE International Conference on Smart Technologies (IEEE EUROCON), Novi-Sad, Sırbistan, 1 - 04 Temmuz 2019, (Tam Metin Bildiri)
2019
201914. Isolated Sign Language Recognition with Multi-scale Features using LSTM
Mercanoglu Sincan O., Tur A. O., Yalim Keles H.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri)
2017
201715. Action Recognition Using MHI Based Hu Moments with HMMs
Alp E. C., Keles H.
IEEE EUROCON -17th International Conference on Smart Technologies, Ohrid, Makedonya, 6 - 08 Temmuz 2017, ss.212-216, (Tam Metin Bildiri)
2015
201516. Moving object detection by a mounted moving camera
Sincan O. M., Ajabshir V. B., Keles H., TOSUN S.
International Conference on Computer as a Tool, IEEE EUROCON 2015, Salamanca, İspanya, 8 - 11 Eylül 2015, (Tam Metin Bildiri)
2015
201517. Embedding Parts in Sketches Using a Parallel Evolutionary Approach
Keles H.
33rd International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe), Vienna, Avusturya, 16 - 18 Eylül 2015, ss.269-276, (Tam Metin Bildiri)
2015
201518. Moving Object Detection by a Mounted Moving Camera
Sincan O. M., Ajabshir V. B., Keles H., TOSUN S.
International Conference on Computer as a Tool (EUROCON), IEEE, Salamanca, Meksika, 8 - 11 Eylül 2015, ss.334-339, (Tam Metin Bildiri)
2009
200919. Revisiting Shape Embedding
Keles H., Özkar Kabakçıoğlu M., TARI Z. S.
27th Conference on Education and Research in Computer Aided Architectural Design in Europe, İstanbul, Türkiye, 16 - 19 Eylül 2009, ss.229-236, (Tam Metin Bildiri)