M. Fatih Demirci

Orcid: 0000-0003-1552-0087

According to our database1, M. Fatih Demirci authored at least 69 papers between 2003 and 2023.

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Bibliography

2023
Panoramic image generation using deep neural networks.
Soft Comput., July, 2023

2022
An Efficient Image Retrieval Model with Convolutional Neural Network based Text/Image Identification for Copyright Violation Detection.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021
Toward efficient and intelligent video analytics with visual privacy protection for large-scale surveillance.
J. Supercomput., 2021

Deep learning-based investment strategy: technical indicator clustering and residual blocks.
Soft Comput., 2021

2020
Deep Learning-Based Object Classification and Position Estimation Pipeline for Potential Use in Robotized Pick-and-Place Operations.
Robotics, 2020

Web page classification with Google Image Search results.
CoRR, 2020

Speech emotion recognition with deep convolutional neural networks.
Biomed. Signal Process. Control., 2020

Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

News2Image: Automated System of Image Recommendation to News Articles.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

A Privacy-Preserving Framework for Surveillance Systems.
Proceedings of the ICCNS 2020: The 10th International Conference on Communication and Network Security, 2020

Alzheimer's disease classification using capsule networks on structural MRI.
Proceedings of the ICBSP 2020: 5th International Conference on Biomedical Imaging, 2020

Image classification by Distortion-Free Graph Embedding and KNN-Random forest.
Proceedings of the 17th Conference on Computer and Robot Vision, 2020

2019
Object recognition based on critical nodes.
Pattern Anal. Appl., 2019

On Approximating Metric Nearness Through Deep Learning.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Financial Forecasting using Deep Learning with an Optimized Trading Strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Selecting the Best Optimal Feature Correspondence with Deep Learning.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018
In embedded systems image classification with convolutional Neural Network.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Cifar-10 Image Classification with Convolutional Neural Networks for Embedded Systems.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017
2D and 3D shape retrieval using skeleton filling rate.
Multim. Tools Appl., 2017

Fast cloud detection using low-frequency components of satellite imagery.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Automatic image selection from images with similar contents.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Comparison of Three Different CNN Architectures for Age Classification.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

Age Classification Using an Optimized CNN Architecture.
Proceedings of the International Conference on Compute and Data Analysis, 2017

2016
Distinctive interest point selection for efficient near-duplicate image retrieval.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

Efficient near-duplicate image detection with created feature subset.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Distance measure functions with enhanced skeletal points for 2D and 3D.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Measuring of displacement with image processing methods by using digital camera and laser pointer.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Analysis of the effect of image resolution on automatic face gender and age classification.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Skeleton critical points for shape matching.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Object Recognition by Distortion-Free Graph Embedding and Random Forest.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

2015
Improving skeletal shape abstraction using multiple optimal solutions.
Pattern Recognit., 2015

Shape Classification based on Skeleton-branch Distances.
Proceedings of the VISAPP 2015, 2015

3D shape recognition: Enhanced skeletal points.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Skeleton branch distances for shape recognition.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Generalized class representative computation with graph embedding and clustering.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

A Graph-based Pattern Recognition for Chemical Molecule Matching.
Proceedings of the BIOINFORMATICS 2015, 2015

2014
Many-to-Many Graph Matching.
Computer Vision, A Reference Guide, 2014

Efficient shape recognition with skeleton filling rate.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Skeleton Filling Rate for Shape Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Retrieving 2D shapes using caterpillar decomposition.
Mach. Vis. Appl., 2013

Circle filling rate descriptor for object recognition.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Class representative computation using graph embedding and clustering.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Pipelining Harris corner detection with a tiny FPGA for a mobile robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Class Representative Computation Using Graph Embedding.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Pedagogical analysis and multifaceted evaluation of an engineering co-op program.
Proceedings of the IEEE Frontiers in Education Conference, 2013

2012
Graph-based shape indexing.
Mach. Vis. Appl., 2012

Comparison of color space for fire detection.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Forming shape abstractions using optimal solutions.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011
Efficient many-to-many feature matching under the l<sub>1</sub> norm.
Comput. Vis. Image Underst., 2011

Indexing Tree Structures through Caterpillar Decomposition.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

An Adaptive Smoothing Method for Sensor Noise in Augmented Reality Applications on Smartphones.
Proceedings of the Mobile Wireless Middleware, Operating Systems, and Applications, 2011

Shape Abstraction through Multiple Optimal Solutions.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2010
Efficient Shape Retrieval Under Partial Matching.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Skeletal Shape Abstraction from Examples.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

The Representation and Matching of Images Using Top Points.
J. Math. Imaging Vis., 2009

Many-to-Many Matching under the <i>l</i><sub>1</sub> Norm.
Proceedings of the Image Analysis and Processing, 2009

2008
Indexing through laplacian spectra.
Comput. Vis. Image Underst., 2008

2007
Indexing Music Collections Through Graph Spectra.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Layout indexing of trademark images.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Object Recognition as Many-to-Many Feature Matching.
Int. J. Comput. Vis., 2006

The representation and matching of categorical shape.
Comput. Vis. Image Underst., 2006

Many-to-Many Feature Matching in Object Recognition.
Proceedings of the Cognitive Vision Systems, 2006

2005
3D Object Retrieval using Many-to-many Matching of Curve Skeletons.
Proceedings of the 2005 International Conference on Shape Modeling and Applications (SMI 2005), 2005

Discrete Representation of Top Points via Scale Space Tessellation.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Object Categorization and the Need for Many-to-Many Matching.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004
Selecting Canonical Views for View-Based 3-D Object Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Many-to-Many Feature Matching Using Spherical Coding of Directed Graphs.
Proceedings of the Computer Vision, 2004

2003
Many-to-Many Matching of Scale-Space Feature Hierarchies Using Metric Embedding.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Many-to-Many Graph Matching via Metric Embedding.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003


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