Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Object recognition based on critical nodes

Pattern Analysis and Applications, vol.22, no.1, pp.147-163, 2019 (SCI-Expanded) identifier

2D and 3D shape retrieval using skeleton filling rate

Multimedia Tools and Applications, vol.76, no.6, pp.7823-7848, 2017 (SCI-Expanded) identifier

Improving skeletal shape abstraction using multiple optimal solutions

Pattern Recognition, vol.48, no.11, pp.3504-3515, 2015 (SCI-Expanded) identifier

Retrieving 2D shapes using caterpillar decomposition

Machine Vision and Applications, vol.24, no.2, pp.435-445, 2013 (SCI-Expanded) identifier

Graph-based shape indexing

Machine Vision and Applications, vol.23, no.3, pp.541-555, 2012 (SCI-Expanded) identifier

Efficient many-to-many feature matching under the l1 norm

Computer Vision and Image Understanding, vol.115, no.7, pp.976-983, 2011 (SCI-Expanded) identifier

Skeletal shape abstraction from examples

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.31, no.5, pp.944-952, 2009 (SCI-Expanded) identifier identifier

Indexing through laplacian spectra

Computer Vision and Image Understanding, vol.110, no.3, pp.312-325, 2008 (SCI-Expanded) identifier

Object recognition as many-to-many feature matching

International Journal of Computer Vision, vol.69, no.2, pp.203-222, 2006 (SCI-Expanded) identifier

Many-to-many feature matching using spherical coding of directed graphs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol.3021, pp.322-335, 2004 (SCI-Expanded) identifier

Articles Published in Other Journals

Many-to-many feature matching in object recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol.3948 LNCS, pp.107-125, 2006 (Scopus) identifier

Many-to-many matching of scale-space feature hierarchies using metric embedding

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol.2695, pp.17-32, 2003 (Scopus) identifier

Refereed Congress / Symposium Publications in Proceedings

Blockchain-Based Multi-fogcloud Authentication System

11th International Conference on Computer Science and its Applications, CSA 2019 and 14th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2019, Macao, China, 18 - 20 December 2019, vol.715, pp.521-528 identifier

Blockchain Based Authentication Method for ThingsBoard

11th International Conference on Computer Science and its Applications, CSA 2019 and 14th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2019, Macao, China, 18 - 20 December 2019, vol.715, pp.471-479 identifier

Breast cancer histopathology image classification using CNN

16th International Conference on Electronics Computer and Computation, ICECCO 2021, Kaskelen, Kazakhstan, 25 - 26 November 2021 identifier

Optimization of CNN Model for Breast Cancer Classification

16th International Conference on Electronics Computer and Computation, ICECCO 2021, Kaskelen, Kazakhstan, 25 - 26 November 2021 identifier

Fully Automatic CNN Design with Inception Blocks

13th International Conference on Digital Image Processing, ICDIP 2021, Singapore, Singapore, 20 - 23 May 2021, vol.11878 identifier

News2Image: Automated System of Image Recommendation to News Articles

4th IEEE International Conference on Image Processing, Applications and Systems, IPAS 2020, Virtual, Genova, Italy, 9 - 11 December 2020, pp.125-130 identifier

A privacy-preserving framework for surveillance systems

10th International Conference on Communication and Network Security, ICCNS 2020, Virtual, Online, Japan, 27 - 29 November 2020, pp.91-98 identifier

Alzheimer's disease classification using capsule networks on structural MRI

5th International Conference on Biomedical Imaging, Signal Processing, ICBSP 2020, Virtual, Online, Japan, 27 - 29 September 2020, pp.7-11 identifier

Image classification by Distortion-Free Graph Embedding and KNN-Random forest

17th Conference on Computer and Robot Vision, CRV 2020, Ottawa, Canada, 13 - 15 May 2020, pp.33-38 identifier

Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval

15th International Symposium on Visual Computing, ISVC 2020, San Diego, United States Of America, 5 - 07 October 2020, vol.12510 LNCS, pp.310-318 identifier

Selecting the best optimal feature correspondence with deep learning

16th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2019, Abu Dhabi, United Arab Emirates, 3 - 07 November 2019, vol.2019-November identifier

Financial Forecasting using Deep Learning with an Optimized Trading Strategy

2019 IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, 10 - 13 June 2019, pp.838-844 identifier

Cifar-10 Image Classification with Convolutional Neural Networks for Embedded Systems

15th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2018, Aqaba, Jordan, 28 October - 01 November 2018, vol.2018-November identifier

On Approximating Metric Nearness Through Deep Learning

18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, Zakopane, Poland, 16 - 20 June 2019, vol.11508 LNAI, pp.62-72 identifier

Automatic image selection from images with similar contents Benzer İçeriklere Sahip Görüntüler arasindan Otomatik Görüntü Seçimi

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

Age classification using an optimized CNN architecture

2017 International Conference on Compute and Data Analysis, ICCDA 2017, Florida, United States Of America, 19 - 23 May 2017, vol.Part F130280, pp.233-239 identifier

Comparison of Three Different CNN Architectures for Age Classification

11th IEEE International Conference on Semantic Computing, ICSC 2017, California, United States Of America, 30 January - 01 February 2017, pp.372-377 identifier

Efficient near-duplicate image detection with created feature subset Olusturulan Öznitelik Alt Kümesiyle Verimli Neredeyse Özdes Görüntü Tespiti

24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.1901-1904 identifier

Distance measure functions with enhanced skeletal points for 2D and 3D 2B ve 3B için Zenginlestirilmis Iskelet Noktalari ile Uzaklik Ölçüm Fonksiyonlari

24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.1253-1256 identifier

Skeleton critical points for shape matching Iskelet Kritik Noktalari ile Şekil Siniflandirma

24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.177-180 identifier

Distinctive interest point selection for efficient near-duplicate image retrieval

IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016, New Mexico, United States Of America, 6 - 08 March 2016, vol.2016-April, pp.49-52 identifier

Object Recognition by Distortion-Free Graph Embedding and Random Forest

10th IEEE International Conference on Semantic Computing, ICSC 2016, California, United States Of America, 3 - 05 February 2016, pp.17-23 identifier

A graph-based pattern recognition for chemical molecule matching

6th International Conference on Bioinformatics Models, Methods and Algorithms, BIOINFORMATICS 2015, Lisbon, Portugal, 12 - 15 January 2015, pp.158-162 identifier

Shape classification based on skeleton-branch distances

10th International Conference on Computer Vision Theory and Applications, VISAPP 2015, Berlin, Germany, 11 - 14 March 2015, vol.2, pp.353-359 identifier

Skeleton filling rate for shape recognition

22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 24 - 28 August 2014, pp.4005-4009 identifier

Pedagogical analysis and multifaceted evaluation of an engineering co-op program

43rd IEEE Annual Frontiers in Education Conference, FIE 2013, Oklahoma, United States Of America, 23 - 26 October 2013, pp.438-444 identifier

Class representative computation using graph embedding

17th International Conference on Image Analysis and Processing, ICIAP 2013, Naples, Italy, 9 - 13 September 2013, vol.8156 LNCS, pp.452-461 identifier

Pipelining Harris corner detection with a tiny FPGA for a mobile robot

2013 IEEE International Conference on Robotics and Biomimetics, ROBIO 2013, Shenzhen, China, 12 - 14 December 2013, pp.2177-2184 identifier

An adaptive smoothing method for sensor noise in augmented reality applications on smartphones

4th International ICST Conference on Mobile Wireless Middleware, Operating Systems, and Applications, MobilWare 2011, London, England, 22 - 24 June 2011, vol.93 LNICS, pp.209-218 identifier

Shape abstraction through multiple optimal solutions

7th International Symposium on Visual Computing, ISVC 2011, Las Vegas, NV, United States Of America, 26 - 28 September 2011, vol.6939 LNCS, pp.588-596 identifier

Indexing tree structures through caterpillar decomposition

17th Scandinavian Conference on Image Analysis, SCIA 2011, Ystad, Sweden, 23 - 27 May 2011, vol.6688 LNCS, pp.687-696 Creative Commons License identifier

Efficient shape retrieval under partial matching

2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Turkey, 23 - 26 August 2010, pp.3057-3060 identifier

Many-to-many matching under the l1 norm

15th International Conference on Image Analysis and Processing - ICIAP 2009, Proceedings, Vietri sul Mare, Italy, 8 - 11 September 2009, vol.5716 LNCS, pp.787-796 identifier

Discrete representation of top points via scale space tessellation

5th International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2005, Hofgeismar, Germany, 7 - 09 April 2005, vol.3459, pp.73-84 identifier

Unit cell analysis and characterization of three-dimensional two-phase tissue scaffolds

Proceedings of the 2005 IEEE 31st Annual Northeast Bioengineering Conference, Hoboken, NJ, United States Of America, 2 - 03 April 2005, pp.166-167 identifier

Connectivity for mass and fluid transport in three-dimensional two-phase structures

Proceedings of the 2005 IEEE 31st Annual Northeast Bioengineering Conference, Hoboken, NJ, United States Of America, 2 - 03 April 2005, pp.178-179 identifier

3D object retrieval using many-to-many matching of curve skeletons

International Conference on Shape Modeling and Applications, SMI'05, Cambridge, MA, United States Of America, 13 - 17 June 2005, vol.2005, pp.366-371 identifier

Object categorization and the need for many-to-many matching

27th DAGM (German Association for Pattern Recognition) Symposium, DAGM 2005, Vienna, Austria, 31 August - 02 September 2005, vol.3663, pp.501-510 Creative Commons License identifier

Selecting canonical views for view-based 3-D object recognition

Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004, Cambridge, England, 23 - 26 August 2004, vol.2, pp.273-276 identifier

Tissue engineered constructs: Connectivity study for three dimensional two-phase structures

Proceedings of the IEEE 30th Annual Northeast Bioengineering Conference, Springfield, MA, United States Of America, 17 - 18 April 2004, vol.30, pp.132-133 identifier

Many-to-many feature matching using spherical coding of directed graphs

8th European Conference on Computer Vision, ECCV 2004, Prague, Czech Republic, 11 - 14 May 2004, vol.3021, pp.325-332 identifier

Many-to-many graph matching via metric embedding

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Madison, WI, United States Of America, 18 - 20 June 2003, vol.1 identifier