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M.Fatih Demirci
Department of Computer Engineering
TOBB University of Economics and Technology
Sogutozu Cad, No:43, Sogutozu, Ankara
Room: 175

Email: mfdemirci @ etu.edu.tr
Tel: (312) 292 4264
 

Journal Articles
Y. Sirin and M.Fatih Demirci. 2D and 3D Shape Retrieval using Skeleton Filling Rate. Multimedia Tools and Applications, Volume 76, Issue 6, pp 7823–7848, 2017.

M. Akimaliev and M.Fatih Demirci. Improving Skeletal Shape Abstraction using Multiple Optimal Solutions.Volume 48, Issue 11, pp 3504–3515, Pattern Recognition, 2015.

M.Fatih Demirci. Retrieving 2D Shapes using Caterpillar Decomposition. Machine Vision and Applications, Volume 24, Issue 2, pp 435-445, 2013.

A. Shokoufandeh, Y. Keselman, M.Fatih Demirci, D. Macrini, and S. Dickinson. Many-to-many Feature Matching in Object Recognition: A Review of Three Approaches. IET Computer Vision, Volume 6, Issue 6, 2012.

M.Fatih Demirci. Graph-based Shape Indexing. Machine Vision and Applications, Volume 23, Number 3, pp 541-555, 2012.

M.Fatih Demirci, Y. Osmanlioglu, A. Shokoufandeh, S. Dickinson. Efficient Many-to-Many Feature Matching under the l1 norm. Computer Vision and Image Understanding (CVIU), Volume 115/7, pp 976-983, 2011.

M.Fatih Demirci, B. Platel, A. Shokoufandeh, L. Florack, S. Dickinson. The Representation and Matching of Images using Top Points. Journal of Mathematical Imaging and Vision (JMIV), Volume 35/2, pp 103-116, 2009.

M.Fatih Demirci, A. Shokoufandeh, and S. Dickinson. Skeletal Shape Abstraction from Examples. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 31, Number 5, pp 944-952, 2009.

M.Fatih Demirci, R. van Leuken, R. Veltkamp. Indexing through Laplacian Spectra.Computer Vision and Image Understanding (CVIU), Volume 110/3, pp 312-325, 2008.

M.Fatih Demirci, A. Shokoufandeh, Y. Keselman, L. Bretzner, and S. Dickinson.Object Recognition as Many-to-Many Feature Matching. International Journal of Computer Vision (IJCV), Volume 69, Number 2, August, pp 203-222, 2006.

A. Shokoufandeh, L. Bretzner, D. Macrini, M.Fatih Demirci, C. Jonsson, and S. Dickinson. The Representation and Matching of Categorical Shape. Computer Vision and Image Understanding (CVIU), Volume 103, pp 139-154, 2006.

Other Peer-Reviewed Journal Publications
S.F. Adali, M. F. Demirci, A. M. Özbayoglu, "Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7)" Die Welt des Orients (accepted for publication)

T.Can, O. Sigirci, O. Abul, and M.Fatih Demirci. Informatics Olympiads in Turkey: Team Selection and Training. Olympiads in Informatics, 9:225-232, 2015.

S.F.Adali, M.Fatih Demirci, M. Özbayoglu, O. Ergin. Why the Names? Anubanini and His Clan in the Cuthaean Legend. Gephyra 11, (2014) 15–28.

Conference Papers
M.F. Aydogdu and M.Fatih Demirci. Age Classification Using an Optimized CNN Architecture. International Conference On Computing and Data Analysis (ICCDA 2017). Lake Land, Florida, May 19-23 2017.

M.F. Aydogdu, V. Celik, M.F. Demirci. Comparison of Three Different CNN Architectures for Age Classification. 11th IEEE International Conference on Semantic Computing Workshop on Semantics for Engineering and Robotics. San Diego, California, January 30 - February 1, 2017. (pdf)

B. Yildiz and M.Fatih Demirci. Distinctive Interest Point Selection for Efficient Near-duplicate Image Retrieval. IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI 2016). Santa Fe, New Mexico, March 6-8 2016.

M.Fatih Demirci and S.Kacka. Object Recognition by Distortion-free Graph Embedding and Random Forest. 10th IEEE International Conference on Semantic Computing (ICSC 2016). Laguna Hills, California, February 3-5 2016.

A.Boluk and M.Fatih Demirci. Shape Classification Based on Skeleton-Branch Distances. 10th International Conference on Computer Vision Theory and Applications (VISAPP 2015). Berlin, Germany, 11-14 March, 2015.

Y.Gokcer, M.Fatih Demirci, M.Tan. Graph-based Pattern Recognition for Chemical Molecule Matching. 6th International Conference on Bioinformatics Models, Methods, and Algorithms. Lisbon, Portugal, 12-15 January, 2015.

Y.Sirin and M. Fatih Demirci. Skeleton Filling Rate for Shape Recognition. 22nd International Conference on Pattern Recognition (ICPR 2014). Stockholm, Sweden, August 24-28, 2014.

M.F.Aydogu, M.Fatih Demirci, C.Kasnakoglu. Pipelining Harris Coner Detection with a Tiny FPGA for a Mobile Robot. The IEEE International Robotics and Biomimetics Conference (IEEE ROBIO). Shenzhen, China, December 12-13, 2013.

S.Uludag, M.Fatih Demirci, E.Dogdu, F.Aydos. Pedagogical Analysis and Multifaced Evaluation of an Engineering Co-op Program. The 43rd Annual Frontiers in Education Conference (FIE). Oklahoma City, Oklahoma, October 23-26, 2013.

F.Aydos and M.Fatih Demirci. Class Representative Computation using Graph Embedding. 17th IAPR International Conference on Image Analysis and Processing (ICIAP). Naples, Italy, September 11-13, 2013. (Lecture Notes in Computer Science).

V.B.Celen and M.Fatih Demirci. Fire Detection in Different Color Models. The 16th International Conference on Image Processing, Computer Vision, & Pattern Recognition (IPCV). Las Vegas, Nevada, July 16-19, 2012.

M. Akimaliev and M.Fatih Demirci. Shape Abstraction through Multiple Optimal Solutions. 7th International Symposium on Visual Computing (ISVC). Las Vegas, Nevada, September 26-28, 2011. (Lecture Notes in Computer Science, 2011, Volume 6939/2011, pp588-596)

R. Ozcan, F. Orhan, M.Fatih Demirci, O. Abul. 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). London, UK, June 22-24, 2011.

F. Yilmaz, M.Fatih Demirci. Indexing Tree Structures through Caterpillar Decomposition. 17th Scandinavian Conference on Image Analysis (SCIA). Ystad, Sweden, May 23-27, 2011. (Lecture Notes in Computer Science, 2011, Volume 6688/2011, pp687-696)

M.Fatih Demirci. Efficient Shape Retrieval under Partial Matching. 20th IAPR International Conference on Pattern Recognition (ICPR). Istanbul, Turkey. August 23-26, 2010.

M.Fatih Demirci, Y. Osmanlioglu. Many-to-Many Matching under the l1 norm. 15th IAPR International Conference on Image Analysis and Processing (ICIAP): 787-797. Salerno, Italy, September 8-11, 2009. (Lecture Notes in Computer Science, Volume 5716) 

M.Fatih Demirci, R. van Leuken, R. Veltkamp. Shape Indexing through Laplacian Spectra. International Workshop on Visual and Multimedia Digital Libraries (VMDL). Modena, Italy, September 13-14, 2007, pp. 21-26.

A. Pinto, R. van Leuken, M.Fatih Demirci, F. Wiering, R. Veltkamp. Indexing Music Collections through Graph Spectra. 8th International Conference on Music Information Retrieval (ISMIR). Vienna, Austria, September 23-27, 2007, pp. 153-156.M. 

M.Fatih Demirci, R. van Leuken, R. Veltkamp. Matching Shape Graphs. Proceedings in Applied Mathematics and Mechanics (PAMM) ISSN 1617-7061, Zurich, 2007.

R. van Leuken, M.Fatih Demirci, V. Hodge, J. Austin, R. Veltkamp. Layout indexing for trademark images. 6th ACM International Conference on Image and Video Retrieval (CIVR). Amsterdam, July 9-11, 2007, pp 525 - 532.

S. Dickinson, A. Shokoufandeh, Y. Keselman, M.Fatih Demirci, and D. Macrini. Object Categorization and the Need for Many-to-Many Matching. 27th DAGM - The Annual meeting of the German Association for Pattern Recognition. Vienna, Austria, August, 2005, (invited paper).

Nicu D. Cornea, M.Fatih Demirci, Deborah Silver, Ali Shokoufandeh, Sven J. Dickinson, Paul B. Kantor. 3D Object Retrieval using Many-to-Many Matching of Curve Skeletons. IEEE International Conference on Shape Modeling and Applications (SMI). MIT, Boston, MA. June 15-17, 2005.

M. Fatih Demirci, C. Gomez, A. Shokoufandeh, W. Sun. Connectivity for Mass and Fluid Transport in Three-Dimensional Two-Phase Structures. 31th Annual Northeast Bioengineering Conference of the IEEE Engineering in Medicine and Biology: 178-179. Hoboken, NJ. April 2-3, 2005.

Connie Gomez, M.Fatih Demirci, Wei Sun, Ali Shokoufandeh. Unit Cell Analysis and Characterization of Three-Dimensional Two-Phase Tissue Scaffolds. 31th Annual Northeast Bioengineering Conference of the IEEE Engineering in Medicine and Biology:166-167. Hoboken, NJ. April 2-3, 2005.

Bram Platel, M.Fatih Demirci, Ali Shokoufandeh, Luc Florack, Frans Kanters, Bart M. ter Haar Romeny, Sven J. Dickinson. Discrete Representation of Top Points via Scale Space Tessellation. 5th International Conference on Scale-Space 2005: 73-84. Hofgeismar, Germany. April 7-9, 2005. (Lecture Notes in Computer Science, Volume: 3459)

M.Fatih Demirci, Ali Shokoufandeh, Sven J. Dickinson, Yakov Keselman, Lars Bretzner. Many-to-Many Feature Matching Using Spherical Coding of Directed Graphs. The 8th European Conference on Computer Vision (ECCV) (1) 2004: 322-335. Prague, May 11-14, 2004. (Lecture Notes in Computer Science, Volume: 3021)

Trip Denton, M.Fatih Demirci, Jeff Abrahamson, Ali Shokoufandeh, Sven J. Dickinson. Selecting Canonical Views for View-Based 3-D Object Recognition. 17th IAPR International Conference on Pattern Recognition - ICPR (2) 2004: 273-276. Cambridge, United Kingdom, August 23-26, 2004.

C. Gomez, M. Fatih Demirci, A. Shokoufandeh, W. Sun, W. Regli. Tissue Engineered Constructs: Connectivity Study for Three Dimensional Two-Phase Structures. 30th Annual Northeast Bioengineering Conference of the IEEE Engineering in Medicine and Biology: 132-133. Springfield, MA. April 17-18, 2004.

C. Gomez, M.Fatih Demirci, A. Shokoufandeh, W. Regli, W. Sun. Representation and Design of Heterogeneous Structures: Connectivity Study for 3D Tissue Engineered Constructs. 2004 National Science Foundation Design, Service and Manufacture and Industrial Innovation Grantees and Research Conference. Dallas, Texas. January 5-8, 2004.

M.Fatih Demirci, Ali Shokoufandeh, Yakov Keselman, Sven J. Dickinson, Lars Bretzner. Many-to-Many Matching of Scale-Space Feature Hierarchies Using Metric Embedding. 4th International Conference on Scale-Space 2003: 17-32. Isle of Skye, Scotland, UK. June 10-12, 2003. (Lecture Notes in Computer Science, Volume: 2695)

Yakov Keselman, Ali Shokoufandeh, M.Fatih Demirci, Sven J. Dickinson. Many-to-Many Graph Matching via Metric Embedding. IEEE Conference on Computer Vision and Pattern Recognition - CVPR (1) 2003: 850-857. Madison, Wisconsin. June 16-22, 2003.

Book Chapters
M.Fatih Demirci, A. Shokoufandeh, and S. Dickinson . Many-to-Many Graph Matching. Computer Vision, A Reference Guide , Springer, 2014, pp 472–477.

A. Shokoufandeh, Y. Keselman, M.Fatih Demirci, D. Macrini, S. Dickinson. Many-to-Many Feature Matching in Object Recognition, in: H. Christensen and H.-H. Nagel (eds.), Cognitive Vision Systems: Sampling the Spectrum of Approaches, Springer Lecture Notes in Computer Science, 2006, pp 107--125.

Other Publications
B. Yildiz, M. Fatih Demirci. Verimli Neredeyse-Ozdes Goruntu Tespitinde Belirgin Oznitelik Secimi. 24th IEEE Signal Processing, Communications and Applications Conference (SIU). Zonguldak, May 16-19, 2016. (in Turkish).

B. Cerit, A. Boluk, M. Fatih Demirci. Goruntu Cozunurlugunun Otomatik Cinsiyet ve Yas Siniflandirmasindaki Etkisinin Analizi. 24th IEEE Signal Processing, Communications and Applications Conference (SIU). Zonguldak, May 16-19, 2016. (in Turkish).

A. Boluk, M. Fatih Demirci. Iskelet Kritik Noktalari ile Sekil Siniflandirma. 24th IEEE Signal Processing, Communications and Applications Conference (SIU). Zonguldak, May 16-19, 2016. (in Turkish).

C. Mortas, M. Fatih Demirci, Z. Gurbuz, O. Erogul. Dijital Kamera ve Lazer Isaretci Kullanilarak Goruntu Isleme Yontemiyle Yer Degistirmenin Olculmesi. 24th IEEE Signal Processing, Communications and Applications Conference (SIU). Zonguldak, May 16-19, 2016. (in Turkish).

Y. Sirin, M. Fatih DEMIRCI. 2b Ve 3b Icin Zenginlestirilmis Iskelet Noktalari ile Uzaklik Olcum Fonksiyonlari. 24th IEEE Signal Processing, Communications and Applications Conference (SIU). Zonguldak, May 16-19, 2016. (in Turkish).

Selim F. Adali, M. Fatih Demirci, A. Murat Özbayoglu, Automated Comparison of Cuneiform Signs: Introducing SIFT (Scale Invariant Feature Transform). 61st Rencontre Assyriologique: Text and Image. The Département des sciences de l’Antiquité of the University of Geneva and the Abteilung für Vorderasiatische Archäologie of the University of Bern. June 22-26, 2015. (Poster).

Y. Sirin, M.Fatih Demirci. 3B Sekil Tanima: Zenginlestirilmis Iskelet Noktalari. 23rd IEEE Signal Processing, Communications and Applications Conference (SIU). Malatya, May 16-19, 2015. (in Turkish).

A.Boluk, M.Fatih Demirci. Sekil Siniflandirma Için Iskelet Ayrim Mesafeleri. 23rd IEEE Signal Processing, Communications and Applications Conference (SIU). Malatya, May 16-19, 2015. (in Turkish).

F. Aydos, M.Fatih Demirci. Genellestirilmis Çizge Gömme ve Sinif Temsilcisi Çikarma. 23rd IEEE Signal Processing, Communications and Applications Conference (SIU). Malatya, May 16-19, 2015. (in Turkish).

Y. Sirin, M. Fatih Demirci. Iskelet Doldurma Orani ile Verimli Sekil Tanima. 22nd IEEE Signal Processing, Communications and Applications Conference (SIU). Trabzon, April 23-25, 2014. (in Turkish).

S.F. Adali, M.Fatih Demirci, M.Özbayoglu, M. Uçar. Towards the Automated Autograph and the Recognition of Cuneiform Signs: Preliminary Results. Law and (Dis)order in the Ancient Near East 59th Rencontre Assyriologique Internationale, Ghent University, July 15-19, 2013. (Poster).

Y. Sirin, M.Fatih Demirci. Nesne Tanima için Çember Doldurma Orani Tanimlayicisi. 21th IEEE Signal Processing, Communications and Applications Conference. Girne, Turkish Republic of Northern Cyprus, April 24-26, 2013. (in Turkish).

F. Aydos, M.Fatih Demirci. Çizge gömme ve Öbekleme Kullanarak Sinif Temsilcisi Çikarma. 21th IEEE Signal Processing, Communications and Applications Conference. Girne, Turkish Republic of Northern Cyprus, April 24-26, 2013. (in Turkish).

B. Çelen, M.Fatih Demirci. Yangin Tesbiti için Renk Uzaylarinin Karsilastirilmasi. 20th IEEE Signal Processing, Communications and Applications Conference. Fethiye, Turkey, April 18-20, 2012. (in Turkish).

M. Akimaliev, M.Fatih Demirci. Birden Fazla Optimal Çözüm ile Sekil Özeti Olusturma. 20th IEEE Signal Processing, Communications and Applications Conference. Fethiye, Turkey, April 18-20, 2012. (in Turkish).

F. Yilmaz, M.Fatih Demirci. Tirtil Ayrismasi ile Imge Indeksleme. 19th IEEE Signal Processing, Communications and Applications Conference - SIU 2011. Antalya, Turkey, April 20-22, 2011. (in Turkish).

M.F. Aydogdu, M.Fatih Demirci, C. Kasnakoglu. FPGA Tabanli Paralellestirilmis Plessey Köse Tespiti. 5. Savunma Teknolojileri Kongresi - SAVTEK 2010: 255-263. Ankara, 23-25 Haziran 2010.

M.Fatih Demirci. Çizge Tabanli Sekil Özeti Olusturma. 17th IEEE Signal Processing, Communications and Applications Conference - SIU 2009: 13-16. Antalya, Turkey, April 9-11, 2009. (in Turkish).

M.Fatih Demirci. Çoklu Eslemenin l1 Normunda Gerçeklestirilmesi. 16th IEEE Signal Processing, Communications and Applications Conference - SIU 2008. Didim, Turkey, April 20-22, 2008. (in Turkish).

Nicu D. Cornea, M.Fatih Demirci. 3D Object Retrieval using Many-to-Many Matching of Reconstruction-based Curve Skeletons. Shape Retrieval Contest 2007: Partial Matching Track (SHREC). Special session of the IEEE International Conference on Shape Modeling and Applications (SMI). Lyon, France, June 2007.