Ömer Nezih Gerek

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 29

Top Topics

Top Venues

Digit. Signal Process.

Publications

Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenesoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds. CoRR (2024)
Rifat Edizkan, Atalay Barkana, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Mohamad M. A. Ashames, Semih Ergin, Mehmet Fidan, Ahmet Demir, Cuneyt Calisir, Ömer Nezih Gerek
Neural network representations for the inter- and intra-class common vector classifiers. Digit. Signal Process. 142 (2023)
Mohamad M. A. Ashames, Ahmet Demir, Ömer Nezih Gerek, Mehmet Fidan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Mehmet Koç, Atalay Barkana, Cuneyt Calisir
Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? CoRR (2023)
Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenosoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
PLANesT-3D: A New Annotated Data Set of 3D Color Point Clouds of Plants. SIU (2023)
Ahmet Demir, M. M. A. Shames, Ömer Nezih Gerek, Semih Ergin, Mehmet Fidan, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Cuneyt Calisir
Low-Dose CT Image Enhancement Using Deep Learning. CoRR (2023)
Haydar Kiliç, Salim Ceyhan, Ömer Nezih Gerek
A novel family of edge preserving anisotropic filters. Digit. Signal Process. 128 (2022)
Enes Çolpan, Abdulmajid A. H. A. Mohammed, Ömer Nezih Gerek
Object Recognition with Sequential Decision Reinforcement of Deep Learning. SIU (2022)
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
A Graph-Based Recommendation Algorithm on Quaternion Algebra. SN Comput. Sci. 3 (4) (2022)
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
Similarity-inclusive Link Prediction with Quaternions. ICEIS (1) (2021)
Ömer Nezih Gerek
Efficient 2D Processing of 1D Sensor Signals. SmartCity360° (2021)
Hakan Cevikalp, Burak Benligiray, Ömer Nezih Gerek
Semi-supervised robust deep neural networks for multi-label image classification. Pattern Recognit. 100 (2020)
Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek
On Similarity Measures for a Graph-Based Recommender System. ICIST (2019)
Ömer Emre Yetgin, Burak Benligiray, Ömer Nezih Gerek
Power Line Recognition From Aerial Images With Deep Learning. IEEE Trans. Aerosp. Electron. Syst. 55 (5) (2019)
Jama Hussein Mohamud, Ömer Nezih Gerek
Poverty Level Characterization via Feature Selection and Machine Learning. SIU (2019)
Hakan Cevikalp, Burak Benligiray, Ömer Nezih Gerek, Hasan Saribas
Semi-Supervised Robust Deep Neural Networks for Multi-Label Classification. CVPR Workshops (2019)
Tuba Nur Serttas, Ömer Nezih Gerek, Fatih Onur Hocaoglu
Driver Classification Using K-Means Clustering of Within-Car Accelerometer Data. SIU (2019)
Sahin Isik, Kemal Özkan, Ömer Nezih Gerek
CVABS: moving object segmentation with common vector approach for videos. IET Comput. Vis. 13 (8) (2019)
Sahin Isik, Kemal Özkan, Serkan Günal, Ömer Nezih Gerek
SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos. J. Electronic Imaging 27 (2) (2018)
Emre Çimen, Gürkan Öztürk, Ömer Nezih Gerek
Incremental conic functions algorithm for large scale classification problems. Digit. Signal Process. 77 (2018)
Burak Benligiray, Ömer Nezih Gerek
Visualization of power lines recognized in aerial images using deep learning. SIU (2018)
Seçkin Uluskan, Tansu Filik, Ömer Nezih Gerek
Circular Uncertainty method for range-only localization with imprecise sensor positions. Multidimens. Syst. Signal Process. 29 (4) (2018)
Ömer Emre Yetgin, Ömer Nezih Gerek
Automatic recognition of scenes with power line wires in real life aerial images using DCT-based features. Digit. Signal Process. 77 (2018)
Sahin Isik, Kemal Özkan, Ömer Nezih Gerek
CVABS: Moving Object Segmentation with Common Vector Approach for Videos. CoRR (2018)
Ömer Emre Yetgin, Ömer Nezih Gerek
Feature extraction, selection and classification code for power line scene recognition. SoftwareX 8 (2018)
Emre Çimen, Gürkan Öztürk, Ömer Nezih Gerek
ICF: An algorithm for large scale classification with conic functions. SoftwareX 8 (2018)
Ömer Nezih Gerek, Boualem Boashash, Mikolaj Leszczuk, Sotirios A. Tsaftaris, Wes Armour, David Wallom
Editorial for Special Issue on Reproducible Research. Digit. Signal Process. 77 (2018)
Serkan Keser, Ömer Nezih Gerek, Erol Seke, Mehmet Bilginer Gülmezoglu
A subspace based progressive coding method for speech compression. Speech Commun. 94 (2017)
Mehmet Cemil Kale, Gizem Atac, Ömer Nezih Gerek
A biorthogonal wavelet design technique using Karhunen-Loéve transform approximation. Digit. Signal Process. 51 (2016)
Sukru Gorgulu, Ömer Nezih Gerek
A motion adaptive wavelet-denoising for frame-rate up-conversion. SIU (2016)
Semih Ergin, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu, Atalay Barkana
On the realization of common matrix classifier using covariance tensors. Digit. Signal Process. 41 (2015)
Mehmet Cemil Kale, Gizem Atac, Ömer Nezih Gerek
Biorthogonal wavelet vanishing moment increment technique. SIU (2015)
Ömer Emre Yetgin, Ömer Nezih Gerek
Segmentaton performance comparison over HDR images. SIU (2015)
Cihan Topal, Serkan Günal, Onur Kocdeviren, Atakan Dogan, Ömer Nezih Gerek
A Low-Computational Approach on Gaze Estimation With Eye Touch System. IEEE Trans. Cybern. 44 (2) (2014)
Mehmet Cemil Kale, Ömer Nezih Gerek
Lifting wavelet design by block wavelet transform inversion. ICASSP (2014)
Ömer Emre Yetgin, Ömer Nezih Gerek
Cable and wire detection system for aircrafts. SIU (2013)
Huseyin Sar, Cihan Topal, Nuray At, Ömer Nezih Gerek
Improving the efficiency of predictive coders via adaptive multiple predictor cooperation. ICASSP (2013)
Serdar Çakir, Tayfun Aytaç, Alper Yildirim, Soosan Beheshti, Ömer Nezih Gerek, A. Enis Çetin
Region covariance descriptors calculated over the salient points for target tracking. SIU (2012)
Sedat Telceken, Muzaffer Dogan, Ömer Nezih Gerek
Motion compensated video coder based on block matching method with variable-sized blocks. SIU (2012)
Semih Ergin, Serdar Çakir, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu
A new implementation of common matrix approach using third-order tensors for face recognition. Expert Syst. Appl. 38 (4) (2011)
Muzaffer Dogan, Ömer Nezih Gerek
A Signal-Specific QMF Bank Design Technique Using Karhunen-Loéve Transform Approximation. EURASIP J. Adv. Signal Process. 2011 (2011)
Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek
A fast method for the implementation of common vector approach. Inf. Sci. 180 (20) (2010)
Sedat Telceken, Sukru Gorgulu, Ömer Nezih Gerek
A 3D Lifting Based Method Augmented by Motion Compensation for Video Coding. ISDA (2009)
Hüseyin Ates, Ömer Nezih Gerek
An image-processing based automated bacteria colony counter. ISCIS (2009)
Serkan Günal, Ömer Nezih Gerek, Dogan Gökhan Ece, Rifat Edizkan
The search for optimal feature set in power quality event classification. Expert Syst. Appl. 36 (7) (2009)
Cihan Topal, Atakan Dogan, Ömer Nezih Gerek
A wearable head-mounted sensor-based apparatus for eye tracking applications. VECIMS (2008)
Cihan Topal, Ömer Nezih Gerek, Atakan Dogan
A head-mounted sensor-based eye tracking device: eye touch system. ETRA (2008)
Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban
A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation. IWANN (2007)
Ömer Nezih Gerek, A. Enis Çetin
An Edge-Sensing Predictor in Wavelet Lifting Structures for Lossless Image Coding. EURASIP J. Image Video Process. 2007 (2007)
Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban
Solar Radiation Data Modeling with a Novel Surface Fitting Approach. ICONIP (2) (2007)
Emin Germen, Dogan Gökhan Ece, Ömer Nezih Gerek
Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors. IWANN (2007)
Ömer Nezih Gerek, A. Enis Çetin
A 2-D orientation-adaptive prediction filter in lifting structures for image coding. IEEE Trans. Image Process. 15 (1) (2006)
Ömer Nezih Gerek, Mehmet Fidan
A time improvement over the Mycielski algorithm for predictive signal coding: Mycielski-78. EUSIPCO (2006)
Cihan Topal, Ömer Nezih Gerek
Pdf sharpening for multichannel predictive coders. EUSIPCO (2006)
Serkan Günal, Semih Ergin, Mehmet Bilginer Gülmezoglu, Ömer Nezih Gerek
On Feature Extraction for Spam E-Mail Detection. MRCS (2006)
Emin Germen, Dogan Gökhan Ece, Ömer Nezih Gerek
Self Organizing Map (SOM) Approach for Classification of Power Quality Events. ICANN (1) (2005)
Ömer Nezih Gerek, A. Enis Çetin
Lossless image compression using an edge adapted lifting predictor. ICIP (2) (2005)
Ömer Nezih Gerek, Dogan Gökhan Ece
An adaptive statistical method for power quality analysis. IEEE Trans. Instrum. Meas. 54 (1) (2005)
Ömer Nezih Gerek, Hatice Çinar
Segmentation based coding of human face images for retrieval. Signal Process. 84 (6) (2004)
Dogan Gökhan Ece, Ömer Nezih Gerek
Power quality event detection using joint 2-D-wavelet subspaces. IEEE Trans. Instrum. Meas. 53 (4) (2004)
Ömer Nezih Gerek, Dogan Gökhan Ece
A 2D representation for analysis and coding of power quality events. ICIP (3) (2003)
Sinan Gezici, Ismail Yilmaz, Ömer Nezih Gerek, A. Enis Çetin
Image denoising using adaptive subband decomposition. ICIP (1) (2001)
Rusen Öktem, Ömer Nezih Gerek, A. Enis Çetin, Levent Öktem, Karen O. Egiazarian
Adaptive filter banks for lossless image compression. ICASSP (2001)
Rusen Öktem, A. Enis Çetin, Ömer Nezih Gerek, Levent Öktem, Karen O. Egiazarian
Lossless image compression by LMS adaptive filter banks. Signal Process. 81 (2) (2001)
Ömer Nezih Gerek, A. Enis Çetin
Adaptive polyphase subband decomposition structures for image compression. IEEE Trans. Image Process. 9 (10) (2000)
Pierre Vandergheynst, Ömer Nezih Gerek
Nonlinear pyramidal image decompositions based on local contrast parameters. NSIP (1999)
Emrullah Durucan, Francesco Ziliani, Ömer Nezih Gerek
Change detection with automatic reference frame update and key frame detector. NSIP (1999)
Ömer Nezih Gerek, A. Enis Çetin, Ahmed H. Tewfik, Volkan Atalay
Subband domain coding of binary textual images for document archiving. IEEE Trans. Image Process. 8 (10) (1999)
Ömer Nezih Gerek, A. Enis Çetin
Linear/nonlinear adaptive polyphase subband decomposition structures for image compression. ICASSP (1998)
M. Nafi Gürcan, Ömer Nezih Gerek, A. Enis Çetin
Nonlinear subband decomposition structures in GF-(N) arithmetic. Signal Process. 64 (2) (1998)
Ömer Nezih Gerek, A. Enis Çetin
Polyphase adaptive filter banks for fingerprint image compression. EUSIPCO (1998)
Ahmet Enis Çetin, Ömer Nezih Gerek, Yasemin Yardimci
Equiripple FIR filter design by the FFT algorithm. IEEE Signal Process. Mag. 14 (2) (1997)
Ömer Nezih Gerek, A. Enis Çetin, Ahmed H. Tewfik
Subband coding of binary textual images for document retrieval. ICIP (2) (1996)
Metin Nafi Gürcan, Ömer Nezih Gerek, A. Enis Çetin
A morphological subband decomposition structure using GF(N) arithmetic. ICIP (1) (1996)
Bin B. Zhu, Ahmed H. Tewfik, M. A. Colestock, Ömer Nezih Gerek, A. Enis Çetin
Image coding with wavelet representations, edge information and visual masking. ICIP (1995)
Seyfullah H. Oguz, Ömer Nezih Gerek, A. Enis Çetin
Motion-compensated prediction based algorithm for medical image sequence compression. Signal Process. Image Commun. 7 (3) (1995)
Bin B. Zhu, Ahmed H. Tewfik, Ömer Nezih Gerek
Image coding with mixed representations and visual masking. ICASSP (1995)
A. Enis Çetin, Ömer Nezih Gerek, Sennur Ulukus
Block wavelet transforms for image coding. IEEE Trans. Circuits Syst. Video Technol. 3 (6) (1993)