Ömer Nezih Gerek

According to our database1, Ömer Nezih Gerek authored at least 67 papers between 1993 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Semi-supervised robust deep neural networks for multi-label image classification.
Pattern Recognit., 2020

2019
Power Line Recognition From Aerial Images With Deep Learning.
IEEE Trans. Aerosp. Electron. Syst., 2019

CVABS: moving object segmentation with common vector approach for videos.
IET Comput. Vis., 2019

Driver Classification Using K-Means Clustering of Within-Car Accelerometer Data.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Poverty Level Characterization via Feature Selection and Machine Learning.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

On Similarity Measures for a Graph-Based Recommender System.
Proceedings of the Information and Software Technologies - 25th International Conference, 2019

Semi-Supervised Robust Deep Neural Networks for Multi-Label Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Feature extraction, selection and classification code for power line scene recognition.
SoftwareX, 2018

ICF: An algorithm for large scale classification with conic functions.
SoftwareX, 2018

Circular Uncertainty method for range-only localization with imprecise sensor positions.
Multidimens. Syst. Signal Process., 2018

SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos.
J. Electronic Imaging, 2018

Automatic recognition of scenes with power line wires in real life aerial images using DCT-based features.
Digit. Signal Process., 2018

Editorial for Special Issue on Reproducible Research.
Digit. Signal Process., 2018

Incremental conic functions algorithm for large scale classification problems.
Digit. Signal Process., 2018

Visualization of power lines recognized in aerial images using deep learning.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
A subspace based progressive coding method for speech compression.
Speech Commun., 2017

2016
A biorthogonal wavelet design technique using Karhunen-Loéve transform approximation.
Digit. Signal Process., 2016

A motion adaptive wavelet-denoising for frame-rate up-conversion.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015
On the realization of common matrix classifier using covariance tensors.
Digit. Signal Process., 2015

Segmentaton performance comparison over HDR images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Biorthogonal wavelet vanishing moment increment technique.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
A Low-Computational Approach on Gaze Estimation With Eye Touch System.
IEEE Trans. Cybern., 2014

Lifting wavelet design by block wavelet transform inversion.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Cable and wire detection system for aircrafts.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Improving the efficiency of predictive coders via adaptive multiple predictor cooperation.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Motion compensated video coder based on block matching method with variable-sized blocks.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Region covariance descriptors calculated over the salient points for target tracking.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011
A new implementation of common matrix approach using third-order tensors for face recognition.
Expert Syst. Appl., 2011

A Signal-Specific QMF Bank Design Technique Using Karhunen-Loéve Transform Approximation.
EURASIP J. Adv. Signal Process., 2011

2010
A fast method for the implementation of common vector approach.
Inf. Sci., 2010

2009
Solar Radiation Forecasting Model.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

The search for optimal feature set in power quality event classification.
Expert Syst. Appl., 2009

A 3D Lifting Based Method Augmented by Motion Compensation for Video Coding.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

An image-processing based automated bacteria colony counter.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2008
A wearable head-mounted sensor-based apparatus for eye tracking applications.
Proceedings of the IEEE International Conference on Virtual Environments, 2008

A head-mounted sensor-based eye tracking device: eye touch system.
Proceedings of the Eye Tracking Research & Application Symposium, 2008

2007
An Edge-Sensing Predictor in Wavelet Lifting Structures for Lossless Image Coding.
EURASIP J. Image Video Process., 2007

A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation.
Proceedings of the Computational and Ambient Intelligence, 2007

Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors.
Proceedings of the Computational and Ambient Intelligence, 2007

Solar Radiation Data Modeling with a Novel Surface Fitting Approach.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
A 2-D orientation-adaptive prediction filter in lifting structures for image coding.
IEEE Trans. Image Process., 2006

On Feature Extraction for Spam E-Mail Detection.
Proceedings of the Multimedia Content Representation, 2006

Pdf sharpening for multichannel predictive coders.
Proceedings of the 14th European Signal Processing Conference, 2006

A time improvement over the Mycielski algorithm for predictive signal coding: Mycielski-78.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
An adaptive statistical method for power quality analysis.
IEEE Trans. Instrum. Meas., 2005

Lossless image compression using an edge adapted lifting predictor.
Proceedings of the 2005 International Conference on Image Processing, 2005

Self Organizing Map (SOM) Approach for Classification of Power Quality Events.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004
Power quality event detection using joint 2-D-wavelet subspaces.
IEEE Trans. Instrum. Meas., 2004

Segmentation based coding of human face images for retrieval.
Signal Process., 2004

2003
A 2D representation for analysis and coding of power quality events.
Proceedings of the 2003 International Conference on Image Processing, 2003

2001
Lossless image compression by LMS adaptive filter banks.
Signal Process., 2001

Image denoising using adaptive subband decomposition.
Proceedings of the 2001 International Conference on Image Processing, 2001

Adaptive filter banks for lossless image compression.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Adaptive polyphase subband decomposition structures for image compression.
IEEE Trans. Image Process., 2000

1999
Subband domain coding of binary textual images for document archiving.
IEEE Trans. Image Process., 1999

Nonlinear pyramidal image decompositions based on local contrast parameters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Change detection with automatic reference frame update and key frame detector.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1998
Nonlinear subband decomposition structures in GF-(N) arithmetic.
Signal Process., 1998

Linear/nonlinear adaptive polyphase subband decomposition structures for image compression.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Polyphase adaptive filter banks for fingerprint image compression.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Equiripple FIR filter design by the FFT algorithm.
IEEE Signal Process. Mag., 1997

1996
A morphological subband decomposition structure using GF(N) arithmetic.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Subband coding of binary textual images for document retrieval.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Motion-compensated prediction based algorithm for medical image sequence compression.
Signal Process. Image Commun., 1995

Image coding with wavelet representations, edge information and visual masking.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Image coding with mixed representations and visual masking.
Proceedings of the 1995 International Conference on Acoustics, 1995

1993
Block wavelet transforms for image coding.
IEEE Trans. Circuits Syst. Video Technol., 1993


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