Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Refereed Congress / Symposium Publications in Proceedings

MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation

22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, United States Of America, 4 - 08 January 2022, pp.428-438 Creative Commons License identifier identifier

Multi-Contrast MRI Segmentation Trained on Synthetic Images

44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022, Glasgow, England, 11 - 15 July 2022, vol.2022-July, pp.5030-5034 Creative Commons License identifier identifier

Image Captioning with Unseen Objects

British Machine Vision Conference, 9 - 12 September 2019

Mask Guided Fusion for Group Activity Recognition in Images

20th International Conference on Image Analysis and Processing (ICIAP), Trento, Italy, 9 - 13 September 2019, vol.11752, pp.282-291 identifier identifier

Unsupervised Video Summarization with Independently Recurrent Neural Networks

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

LEARNING VISUALLY CONSISTENT LABEL EMBEDDINGS FOR ZERO-SHOT LEARNING

26th IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22 - 25 September 2019, pp.3656-3660 Creative Commons License identifier identifier

RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes

Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018, Bruksel, Belgium, 31 October 2018, pp.1358-1368

Görsel Verilerde İnsan Hareket ve Etkileşimlerinin Analizi

Akıllı Sistemlerde Yenilikler ve Uygulamalar Konferansı, Adana, Turkey, 4 - 06 October 2018

Classification of human poses and orientations with deep learning

2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018

Using deep multiple instance learning for action recognition in still images

2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, Turkey, 15 - 18 May 2017

Anomaly detection using improved background subtraction

2017 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, Turkey, 15 - 18 May 2017

Re-evaluating Automatic Metrics for Image Captioning

The 15th Conference of the European Chapter of the Association for Computational Linguistics, 3 - 07 April 2017 identifier

TasvirEt: A Benchmark Dataset for Automatic Turkish Description Generation from Images

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1977-1980 identifier identifier

Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.861-864 identifier identifier

A comparison of low level features for visual attribute recognition

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Turkey, 16 - 19 May 2015

A multiple region selection based approach for scene recognition

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Turkey, 16 - 19 May 2015

Data driven image captioning with meta class based retrieval

2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, Turkey, 23 - 25 April 2014

Recognizing human actions from noisy videos via multiple instance learning

2013 21st Signal Processing and Communications Applications Conference (SIU), Haspolat, Turkey, 24 - 26 April 2013

Comparison of clustering methods for pose based video summarization

2013 21st Signal Processing and Communications Applications Conference (SIU), Haspolat, Turkey, 24 - 26 April 2013

Recognizing Human Actions in Images Using Segment and Contour Features

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Action Recognition and Localization by Hierarchical Space-Time Segments

IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1 - 08 December 2013, pp.2744-2751 identifier identifier

Multiple instance learning for re ranking of web image search results

2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, Turkey, Turkey, 18 - 20 April 2012

Recognition of complex human activities by using sequential pyramid matching

2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, Turkey, Turkey, 18 - 20 April 2012

On Recognizing Actions in Still Images via Multiple Features

12th European Conference on Computer Vision (ECCV), Florence, Italy, 7 - 13 October 2012, vol.7585, pp.263-272 Creative Commons License identifier identifier

Unsupervised Learning of Discriminative Relative Visual Attributes

12th European Conference on Computer Vision (ECCV), Florence, Italy, 7 - 13 October 2012, vol.7585, pp.61-70 Creative Commons License identifier identifier

Object recognition and localization via spatial instance embedding

2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Turkey, 23 - 26 August 2010, pp.452-455 identifier

Object, Scene and Actions: Combining Multiple Features for Human Action Recognition

11th European Conference on Computer Vision, Heraklion, Greece, 5 - 11 September 2010, vol.6311, pp.494-507 Sustainable Development identifier identifier

Learning Actions From the Web

12th IEEE International Conference on Computer Vision, Kyoto, Japan, 29 September - 02 October 2009, pp.995-1002 identifier identifier

Human action recognition with line and flow histograms

2008 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8 - 11 December 2008 Creative Commons License identifier

Recognizing actions from still images

2008 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8 - 11 December 2008 Creative Commons License identifier

Re ranking of image search results using a graph algorithm

2008 IEEE 16th Signal Processing, Communication and Applications Conference, Aydın, Turkey, 20 - 22 April 2008

Human action recognition using distribution of oriented rectangular patches

Human Motion - Understanding, Modeling, Capture and Animation,Proceedings, Rio-De-Janeiro, Brazil, 14 September - 20 October 2007, vol.4814, pp.271-284 Creative Commons License identifier

Searching video for complex activities with finite state models

2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07, Minneapolis, MN, United States Of America, 17 - 22 June 2007 Creative Commons License identifier

Person search made easy

Proceedings of the 4th international conference on Image and Video Retrieval, Singapore, Singapore, 20 - 22 July 2005

Improvement of face detection algorithms for news videos

Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, 2005., Kayseri, Turkey, Turkey, 16 - 18 May 2005

Maximizing Benefit of Classifications Using Feature Intervals

Knowledge-Based Intelligent Information and Engineering Systems, Oxford, United Kingdom, 1 - 03 September 2003 Creative Commons License

Feature Dependency in Benefit Maximization A Case Study in the Evaluation of Bank Loan Applications

Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks, Turkey, 2 - 04 July 2003

Mining Interesting Rules in Bank Loans Data

Tenth Turkish Symposium on Artificial Intelligence and Neural Networks, Turkey, 21 - 22 June 2001

Metrics

Publication

70

Citation (WoS)

516

H-Index (WoS)

11

Citation (Scopus)

830

H-Index (Scopus)

14

Project

12

Thesis Advisory

1

Open Access

21
UN Sustainable Development Goals