Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Iterative facial image inpainting based on an encoder-generator architecture

Dogan Y., Keles H.
Neural Computing and Applications, vol.34, no.12, pp.10001-10021, 2022 (SCI-Expanded) Creative Commons License identifier identifier

A Hierarchical Approach to Remote Sensing Scene Classification

Sen O., Keles H.
PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science, vol.90, no.2, pp.161-175, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Using Motion History Images with 3D Convolutional Networks in Isolated Sign Language Recognition

Mercanoglu Sincan O., Keles H.
IEEE Access, vol.10, pp.18608-18618, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Evaluation of hidden Markov models using deep CNN features in isolated sign recognition

Tur A. O., Keles H.
MULTIMEDIA TOOLS AND APPLICATIONS, vol.80, no.13, pp.19137-19155, 2021 (SCI-Expanded) Creative Commons License identifier identifier

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, vol.88, no.6, pp.477-492, 2020 (SCI-Expanded) Sustainable Development identifier identifier

Semi-supervised image attribute editing using generative adversarial networks

Dogan Y., Keles H.
NEUROCOMPUTING, vol.401, pp.338-352, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

Learning multi-scale features for foreground segmentation

Lim L. A., Keles H.
PATTERN ANALYSIS AND APPLICATIONS, vol.23, no.3, pp.1369-1380, 2020 (SCI-Expanded) Creative Commons License identifier identifier

AUTSL: A Large Scale Multi-Modal Turkish Sign Language Dataset and Baseline Methods

Sincan O. M., Keles H.
IEEE ACCESS, vol.8, pp.181340-181355, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

DeepVoCoder: A CNN Model for Compression and Coding of Narrow Band Speech

Keles H., Rozhon J., Ilk H. G., Voznak M.
IEEE ACCESS, vol.7, pp.75081-75089, 2019 (SCI-Expanded) Creative Commons License identifier identifier

Foreground segmentation using convolutional neural networks for multiscale feature encoding

Lim L. A., Keles H.
PATTERN RECOGNITION LETTERS, vol.112, pp.256-262, 2018 (SCI-Expanded) Creative Commons License identifier identifier identifier

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, vol.32, no.3, pp.256-268, 2018 (SCI-Expanded) Creative Commons License identifier identifier

A robust method for scale independent detection of curvature-based criticalities and intersections in line drawings

Keles H., TARI Z. S.
PATTERN RECOGNITION, vol.48, no.1, pp.140-155, 2015 (SCI-Expanded) identifier identifier

Weighted shapes for embedding perceived wholes

Keles H., Özkar Kabakçıoğlu M., Tani S.
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, vol.39, no.2, pp.360-375, 2012 (SSCI) identifier identifier

Embedding shapes without predefined parts

Keles H., Özkar Kabakçıoğlu M., TARI Z. S.
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, vol.37, no.4, pp.664-681, 2010 (SSCI) Creative Commons License identifier identifier

Acceleration of direct volume rendering with programmable graphics hardware

Yalim Keles H., Es A., Isler V.
VISUAL COMPUTER, vol.23, no.1, pp.15-24, 2007 (SCI-Expanded) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

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, Turkey, 15 - 18 May 2022 identifier

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, Turkey, 15 - 18 May 2022 identifier

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, Turkey, 9 - 11 June 2021 Creative Commons License Sustainable Development identifier identifier

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, Turkey, 9 - 11 June 2021 identifier identifier

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 June 2021, pp.3467-3476 Creative Commons License identifier identifier

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, Turkey, 5 - 07 October 2020 identifier

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, Turkey, 11 - 13 October 2019 identifier

A Comparative Study of HMMs and LSTMs on Action Classification with Limited Training Data

Alp E. C., Keles H.
Intelligent Systems Conference (IntelliSys), London, Canada, 6 - 07 September 2018, vol.868, pp.1102-1115 identifier identifier

Scene Recognition with Deep Learning Methods Using Aerial Images

Sen O., Yalim Keles H.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Stability and Diversity in Generative Adversarial Networks

Dogan Y., Keles H.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

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, Serbia, 1 - 04 July 2019 Sustainable Development identifier identifier

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, Turkey, 24 - 26 April 2019 identifier identifier

Action Recognition Using MHI Based Hu Moments with HMMs

Alp E. C., Keles H.
IEEE EUROCON -17th International Conference on Smart Technologies, Ohrid, Macedonia, 6 - 08 July 2017, pp.212-216 Sustainable Development identifier identifier

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, Spain, 8 - 11 September 2015 identifier

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, Austria, 16 - 18 September 2015, pp.269-276 identifier identifier

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, Mexico, 8 - 11 September 2015, pp.334-339 identifier identifier

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, Turkey, 16 - 19 September 2009, pp.229-236 identifier