M. Fatih Demirci

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 31

Top Topics

Graph Embedding

Convolutional Neural Networks

Image Classification

Top Venues

Publications

Ibrahim Gülmez, M. Yasin Kayan, M. Fatih Demirci
Automatic Recognition of Baby Crying Sounds. SIU (2024)
Izat Khamiyev, Dias Issa, Zahid Akhtar, M. Fatih Demirci
Panoramic image generation using deep neural networks. Soft Comput. 27 (13) (2023)
Harun Özden, Bülent Tavli, M. Fatih Demirci
An Efficient Image Retrieval Model with Convolutional Neural Network based Text/Image Identification for Copyright Violation Detection. SIU (2022)
Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, M. Fatih Demirci, Young-Koo Lee
Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance. J. Supercomput. 77 (12) (2021)
Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
Deep learning-based investment strategy: technical indicator clustering and residual blocks. Soft Comput. 25 (7) (2021)
Fahri Aydos, A. Murat Özbayoglu, Yahya Sirin, M. Fatih Demirci
Web page classification with Google Image Search results. CoRR (2020)
Kok-Seng Wong, Nguyen Anh Tu, Anuar Maratkhan, M. Fatih Demirci
A Privacy-Preserving Framework for Surveillance Systems. ICCNS (2020)
Dias Issa, M. Fatih Demirci, Adnan Yazici
Speech emotion recognition with deep convolutional neural networks. Biomed. Signal Process. Control. 59 (2020)
Askhat Temir, Kamalkhan Artykbayev, M. Fatih Demirci
Image classification by Distortion-Free Graph Embedding and KNN-Random forest. CRV (2020)
Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci
Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval. ISVC (2) (2020)
Zhanibek Darimbekov, Aslan Ubingazhibov, Zarina Serikbulatova, M. Fatih Demirci
News2Image: Automated System of Image Recommendation to News Articles. IPAS (2020)
Al-Farabi Nagashbayev, M. Fatih Demirci
Alzheimer's disease classification using capsule networks on structural MRI. ICBSP (2020)
Sergey Soltan, Artemiy Oleinikov, M. Fatih Demirci, Almas Shintemirov
Deep Learning-Based Object Classification and Position Estimation Pipeline for Potential Use in Robotized Pick-and-Place Operations. Robotics 9 (3) (2020)
Salih Arda Boluk, M. Fatih Demirci
Object recognition based on critical nodes. Pattern Anal. Appl. 22 (1) (2019)
Kamalkhan Artykbayev, Askhat Temir, M. Fatih Demirci
Selecting the Best Optimal Feature Correspondence with Deep Learning. AICCSA (2019)
Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
Financial Forecasting using Deep Learning with an Optimized Trading Strategy. CEC (2019)
Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci, Adnan Yazici
On Approximating Metric Nearness Through Deep Learning. ICAISC (1) (2019)
Rasim Caner Çalik, M. Fatih Demirci
In embedded systems image classification with convolutional Neural Network. SIU (2018)
Rasim Caner Çalik, M. Fatih Demirci
Cifar-10 Image Classification with Convolutional Neural Networks for Embedded Systems. AICCSA (2018)
M. Fatih Aydogdu, M. Fatih Demirci
Age Classification Using an Optimized CNN Architecture. ICCDA (2017)
M. Fatih Aydogdu, Vakkas Celik, M. Fatih Demirci
Comparison of Three Different CNN Architectures for Age Classification. ICSC (2017)
Yahya Sirin, M. Fatih Demirci
2D and 3D shape retrieval using skeleton filling rate. Multim. Tools Appl. 76 (6) (2017)
D. Utku Ufuk, Caner Demirpolat, M. Fatih Demirci
Fast cloud detection using low-frequency components of satellite imagery. SIU (2017)
Batuhan Bardak, M. Fatih Demirci
Automatic image selection from images with similar contents. SIU (2017)
Burak Yildiz, M. Fatih Demirci
Efficient near-duplicate image detection with created feature subset. SIU (2016)
Cem Mortas, M. Fatih Demirci, Sevgi Zubeyde Gurbuz, Osman Erogul
Measuring of displacement with image processing methods by using digital camera and laser pointer. SIU (2016)
M. Fatih Demirci, Serdar Kacka
Object Recognition by Distortion-Free Graph Embedding and Random Forest. ICSC (2016)
Betul Cerit, Salih Arda Boluk, M. Fatih Demirci
Analysis of the effect of image resolution on automatic face gender and age classification. SIU (2016)
Yahya Sirin, M. Fatih Demirci
Distance measure functions with enhanced skeletal points for 2D and 3D. SIU (2016)
Burak Yildiz, M. Fatih Demirci
Distinctive interest point selection for efficient near-duplicate image retrieval. SSIAI (2016)
Salih Arda Boluk, M. Fatih Demirci
Skeleton critical points for shape matching. SIU (2016)
Salih Arda Boluk, M. Fatih Demirci
Skeleton branch distances for shape recognition. SIU (2015)
Fahri Aydos, M. Fatih Demirci
Generalized class representative computation with graph embedding and clustering. SIU (2015)
Yahya Sirin, M. Fatih Demirci
3D shape recognition: Enhanced skeletal points. SIU (2015)
Marlen Akimaliev, M. Fatih Demirci
Improving skeletal shape abstraction using multiple optimal solutions. Pattern Recognit. 48 (11) (2015)
Salih Arda Boluk, M. Fatih Demirci
Shape Classification based on Skeleton-branch Distances. VISAPP (2) (2015)
Yunus Gökçer, M. Fatih Demirci, Mehmet Tan
A Graph-based Pattern Recognition for Chemical Molecule Matching. BIOINFORMATICS (2015)
Yahya Sirin, M. Fatih Demirci
Skeleton Filling Rate for Shape Recognition. ICPR (2014)
Yahya Sirin, M. Fatih Demirci
Efficient shape recognition with skeleton filling rate. SIU (2014)
Yahya Sirin, M. Fatih Demirci
Circle filling rate descriptor for object recognition. SIU (2013)
M. Fatih Demirci
Retrieving 2D shapes using caterpillar decomposition. Mach. Vis. Appl. 24 (2) (2013)
Fahri Aydos, M. Fatih Demirci
Class representative computation using graph embedding and clustering. SIU (2013)
Fahri Aydos, Ahmet Soran, M. Fatih Demirci
Class Representative Computation Using Graph Embedding. ICIAP (1) (2013)
M. Fatih Aydogdu, M. Fatih Demirci, Cosku Kasnakoglu
Pipelining Harris corner detection with a tiny FPGA for a mobile robot. ROBIO (2013)
Suleyman Uludag, M. Fatih Demirci, Erdogan Dogdu, Fahri Aydos
Pedagogical analysis and multifaceted evaluation of an engineering co-op program. FIE (2013)
V. Burak Celen, M. Fatih Demirci
Comparison of color space for fire detection. SIU (2012)
M. Fatih Demirci
Graph-based shape indexing. Mach. Vis. Appl. 23 (3) (2012)
Marlen Akimaliev, M. Fatih Demirci
Forming shape abstractions using optimal solutions. SIU (2012)
M. Fatih Demirci, Yusuf Osmanlioglu, Ali Shokoufandeh, Sven J. Dickinson
norm. Comput. Vis. Image Underst. 115 (7) (2011)
Rifat Ozcan, Fatih Orhan, M. Fatih Demirci, Osman Abul
An Adaptive Smoothing Method for Sensor Noise in Augmented Reality Applications on Smartphones. MOBILWARE (2011)
Fadi Yilmaz, M. Fatih Demirci
Indexing Tree Structures through Caterpillar Decomposition. SCIA (2011)
Marlen Akimaliev, M. Fatih Demirci
Shape Abstraction through Multiple Optimal Solutions. ISVC (2) (2011)
M. Fatih Demirci
Efficient Shape Retrieval Under Partial Matching. ICPR (2010)
M. Fatih Demirci, Bram Platel, Ali Shokoufandeh, Luc Florack, Sven J. Dickinson
The Representation and Matching of Images Using Top Points. J. Math. Imaging Vis. 35 (2) (2009)
M. Fatih Demirci, Yusuf Osmanlioglu
Norm. ICIAP (2009)
M. Fatih Demirci, Ali Shokoufandeh, Sven J. Dickinson
Skeletal Shape Abstraction from Examples. IEEE Trans. Pattern Anal. Mach. Intell. 31 (5) (2009)
M. Fatih Demirci, Reinier H. van Leuken, Remco C. Veltkamp
Indexing through laplacian spectra. Comput. Vis. Image Underst. 110 (3) (2008)
Reinier H. van Leuken, M. Fatih Demirci, Victoria J. Hodge, Jim Austin, Remco C. Veltkamp
Layout indexing of trademark images. CIVR (2007)
Alberto Pinto, Reinier H. van Leuken, M. Fatih Demirci, Frans Wiering, Remco C. Veltkamp
Indexing Music Collections Through Graph Spectra. ISMIR (2007)
Ali Shokoufandeh, Lars Bretzner, Diego Macrini, M. Fatih Demirci, Clas Jönsson, Sven J. Dickinson
The representation and matching of categorical shape. Comput. Vis. Image Underst. 103 (2) (2006)
M. Fatih Demirci, Ali Shokoufandeh, Yakov Keselman, Lars Bretzner, Sven J. Dickinson
Object Recognition as Many-to-Many Feature Matching. Int. J. Comput. Vis. 69 (2) (2006)
Ali Shokoufandeh, Yakov Keselman, M. Fatih Demirci, Diego Macrini, Sven J. Dickinson
Many-to-Many Feature Matching in Object Recognition. Cognitive Vision Systems (2006)
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. Scale-Space (2005)
Sven J. Dickinson, Ali Shokoufandeh, Yakov Keselman, M. Fatih Demirci, Diego Macrini
Object Categorization and the Need for Many-to-Many Matching. DAGM-Symposium (2005)
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. SMI (2005)
M. Fatih Demirci, Ali Shokoufandeh, Sven J. Dickinson, Yakov Keselman, Lars Bretzner
Many-to-Many Feature Matching Using Spherical Coding of Directed Graphs. ECCV (1) (2004)
Trip Denton, M. Fatih Demirci, Jeff Abrahamson, Ali Shokoufandeh, Sven J. Dickinson
Selecting Canonical Views for View-Based 3-D Object Recognition. ICPR (2) (2004)
Yakov Keselman, Ali Shokoufandeh, M. Fatih Demirci, Sven J. Dickinson
Many-to-Many Graph Matching via Metric Embedding. CVPR (1) (2003)
M. Fatih Demirci, Ali Shokoufandeh, Yakov Keselman, Sven J. Dickinson, Lars Bretzner
Many-to-Many Matching of Scale-Space Feature Hierarchies Using Metric Embedding. Scale-Space (2003)