Ömer Nezih Gerek

84 papers B 2C 1Misc 7Journal 43Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attention-enhanced 3D residual networks for knee abnormality classification. Expert Syst. Appl. Mohamad M. A. Ashames, Semih Ergin, Ömer Nezih Gerek, H. Serhan Yavuz
2025	J	`jnl`	CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture. CoRR Berat Kutay Ugras, Ömer Nezih Gerek, Ibrahim Talha Saygi
2025	J	`jnl`	Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings. CoRR Ghazal Al-Shwayyat, Ömer Nezih Gerek
2025	J	`jnl`	Indifference subspace of deep features for lung nodule classification from CT images. Expert Syst. Appl. Mohamad M. A. Ashames, Ahmet Demir, Mehmet Koç, Mehmet Fidan, Semih Ergin, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Ömer Nezih Gerek
2025	J	`jnl`	TSLFormer: A Lightweight Transformer Model for Turkish Sign Language Recognition Using Skeletal Landmarks. CoRR Kutay Ertürk, Furkan Altinisik, Irem Sarialtin, Ömer Nezih Gerek
2024	J	`jnl`	Guest Editorial: Anomaly detection and open-set recognition applications for computer vision. IET Comput. Vis. Hakan Cevikalp, Robi Polikar, Ömer Nezih Gerek, Songcan Chen, Chuanxing Geng
2024	J	`jnl`	PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds. CoRR Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenesoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
2023	J	`jnl`	Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? CoRR Mohamad M. A. Ashames, Ahmet Demir, Ömer Nezih Gerek, Mehmet Fidan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Mehmet Koç, Atalay Barkana, Cuneyt Calisir
2023	J	`jnl`	Low-Dose CT Image Enhancement Using Deep Learning. CoRR Ahmet Demir, M. M. A. Shames, Ömer Nezih Gerek, Semih Ergin, Mehmet Fidan, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Cuneyt Calisir
2023	J	`jnl`	Neural network representations for the inter- and intra-class common vector classifiers. Digit. Signal Process. Rifat Edizkan, Atalay Barkana, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Mohamad M. A. Ashames, Semih Ergin, Mehmet Fidan, Ahmet Demir, Cuneyt Calisir, Ömer Nezih Gerek
2023	—	`conf`	PLANesT-3D: A New Annotated Data Set of 3D Color Point Clouds of Plants. SIU Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenosoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
2022	J	`jnl`	A Graph-Based Recommendation Algorithm on Quaternion Algebra. SN Comput. Sci. Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
2022	J	`jnl`	A novel family of edge preserving anisotropic filters. Digit. Signal Process. Haydar Kiliç, Salim Ceyhan, Ömer Nezih Gerek
2022	—	`conf`	Object Recognition with Sequential Decision Reinforcement of Deep Learning. SIU Enes Çolpan, Abdulmajid A. H. A. Mohammed, Ömer Nezih Gerek
2021	—	`conf`	Efficient 2D Processing of 1D Sensor Signals. SmartCity360° Ömer Nezih Gerek
2021	—	`conf`	Similarity-inclusive Link Prediction with Quaternions. ICEIS (1) Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
2020	J	`jnl`	Semi-supervised robust deep neural networks for multi-label image classification. Pattern Recognit. Hakan Cevikalp, Burak Benligiray, Ömer Nezih Gerek
2019	J	`jnl`	CVABS: moving object segmentation with common vector approach for videos. IET Comput. Vis. Sahin Isik, Kemal Özkan, Ömer Nezih Gerek
2019	—	`conf`	Driver Classification Using K-Means Clustering of Within-Car Accelerometer Data. SIU Tuba Nur Serttas, Ömer Nezih Gerek, Fatih Onur Hocaoglu
2019	—	`conf`	On Similarity Measures for a Graph-Based Recommender System. ICIST Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek
2019	—	`conf`	Poverty Level Characterization via Feature Selection and Machine Learning. SIU Jama Hussein Mohamud, Ömer Nezih Gerek
2019	J	`jnl`	Power Line Recognition From Aerial Images With Deep Learning. IEEE Trans. Aerosp. Electron. Syst. Ömer Emre Yetgin, Burak Benligiray, Ömer Nezih Gerek
2019	—	`conf`	Semi-Supervised Robust Deep Neural Networks for Multi-Label Classification. CVPR Workshops Hakan Cevikalp, Burak Benligiray, Ömer Nezih Gerek, Hasan Saribas
2018	J	`jnl`	Automatic recognition of scenes with power line wires in real life aerial images using DCT-based features. Digit. Signal Process. Ömer Emre Yetgin, Ömer Nezih Gerek
2018	J	`jnl`	CVABS: Moving Object Segmentation with Common Vector Approach for Videos. CoRR Sahin Isik, Kemal Özkan, Ömer Nezih Gerek
2018	J	`jnl`	Circular Uncertainty method for range-only localization with imprecise sensor positions. Multidimens. Syst. Signal Process. Seçkin Uluskan, Tansu Filik, Ömer Nezih Gerek
2018	J	`jnl`	Editorial for Special Issue on Reproducible Research. Digit. Signal Process. Ömer Nezih Gerek, Boualem Boashash, Mikolaj Leszczuk, Sotirios A. Tsaftaris, Wes Armour, David Wallom
2018	J	`jnl`	Feature extraction, selection and classification code for power line scene recognition. SoftwareX Ömer Emre Yetgin, Ömer Nezih Gerek
2018	J	`jnl`	ICF: An algorithm for large scale classification with conic functions. SoftwareX Emre Çimen, Gürkan Öztürk, Ömer Nezih Gerek
2018	J	`jnl`	Incremental conic functions algorithm for large scale classification problems. Digit. Signal Process. Emre Çimen, Gürkan Öztürk, Ömer Nezih Gerek
2018	J	`jnl`	SWCD: a sliding window and self-regulated learning-based background updating method for change detection in videos. J. Electronic Imaging Sahin Isik, Kemal Özkan, Serkan Günal, Ömer Nezih Gerek
2018	—	`conf`	Visualization of power lines recognized in aerial images using deep learning. SIU Burak Benligiray, Ömer Nezih Gerek
2017	J	`jnl`	A subspace based progressive coding method for speech compression. Speech Commun. Serkan Keser, Ömer Nezih Gerek, Erol Seke, Mehmet Bilginer Gülmezoglu
2016	J	`jnl`	A biorthogonal wavelet design technique using Karhunen-Loéve transform approximation. Digit. Signal Process. Mehmet Cemil Kale, Gizem Atac, Ömer Nezih Gerek
2016	—	`conf`	A motion adaptive wavelet-denoising for frame-rate up-conversion. SIU Sukru Gorgulu, Ömer Nezih Gerek
2015	—	`conf`	Biorthogonal wavelet vanishing moment increment technique. SIU Mehmet Cemil Kale, Gizem Atac, Ömer Nezih Gerek
2015	J	`jnl`	On the realization of common matrix classifier using covariance tensors. Digit. Signal Process. Semih Ergin, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu, Atalay Barkana
2015	—	`conf`	Segmentaton performance comparison over HDR images. SIU Ömer Emre Yetgin, Ömer Nezih Gerek
2014	J	`jnl`	A Low-Computational Approach on Gaze Estimation With Eye Touch System. IEEE Trans. Cybern. Cihan Topal, Serkan Günal, Onur Kocdeviren, Atakan Dogan, Ömer Nezih Gerek
2014	Misc	`conf`	Lifting wavelet design by block wavelet transform inversion. ICASSP Mehmet Cemil Kale, Ömer Nezih Gerek
2013	—	`conf`	Cable and wire detection system for aircrafts. SIU Ömer Emre Yetgin, Ömer Nezih Gerek
2013	Misc	`conf`	Improving the efficiency of predictive coders via adaptive multiple predictor cooperation. ICASSP Huseyin Sar, Cihan Topal, Nuray At, Ömer Nezih Gerek
2012	—	`conf`	Motion compensated video coder based on block matching method with variable-sized blocks. SIU Sedat Telceken, Muzaffer Dogan, Ömer Nezih Gerek
2012	—	`conf`	Region covariance descriptors calculated over the salient points for target tracking. SIU Serdar Çakir, Tayfun Aytaç, Alper Yildirim, Soosan Beheshti, Ömer Nezih Gerek, A. Enis Çetin
2011	J	`jnl`	A Signal-Specific QMF Bank Design Technique Using Karhunen-Loéve Transform Approximation. EURASIP J. Adv. Signal Process. Muzaffer Dogan, Ömer Nezih Gerek
2011	J	`jnl`	A new implementation of common matrix approach using third-order tensors for face recognition. Expert Syst. Appl. Semih Ergin, Serdar Çakir, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu
2010	J	`jnl`	A fast method for the implementation of common vector approach. Inf. Sci. Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek
2009	C	`conf`	A 3D Lifting Based Method Augmented by Motion Compensation for Video Coding. ISDA Sedat Telceken, Sukru Gorgulu, Ömer Nezih Gerek
2009	—	`conf`	An image-processing based automated bacteria colony counter. ISCIS Hüseyin Ates, Ömer Nezih Gerek
2009	—	`ch.`	Solar Radiation Forecasting Model. Encyclopedia of Artificial Intelligence Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban
2009	J	`jnl`	The search for optimal feature set in power quality event classification. Expert Syst. Appl. Serkan Günal, Ömer Nezih Gerek, Dogan Gökhan Ece, Rifat Edizkan
2008	B	`conf`	A head-mounted sensor-based eye tracking device: eye touch system. ETRA Cihan Topal, Ömer Nezih Gerek, Atakan Dogan
2008	—	`conf`	A wearable head-mounted sensor-based apparatus for eye tracking applications. VECIMS Cihan Topal, Atakan Dogan, Ömer Nezih Gerek
2007	Misc	`conf`	A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation. IWANN Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban
2007	J	`jnl`	An Edge-Sensing Predictor in Wavelet Lifting Structures for Lossless Image Coding. EURASIP J. Image Video Process. Ömer Nezih Gerek, A. Enis Çetin
2007	Misc	`conf`	Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors. IWANN Emin Germen, Dogan Gökhan Ece, Ömer Nezih Gerek
2007	—	`conf`	Solar Radiation Data Modeling with a Novel Surface Fitting Approach. ICONIP (2) Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban
2006	J	`jnl`	A 2-D orientation-adaptive prediction filter in lifting structures for image coding. IEEE Trans. Image Process. Ömer Nezih Gerek, A. Enis Çetin
2006	—	`conf`	A time improvement over the Mycielski algorithm for predictive signal coding: Mycielski-78. EUSIPCO Ömer Nezih Gerek, Mehmet Fidan
2006	—	`conf`	On Feature Extraction for Spam E-Mail Detection. MRCS Serkan Günal, Semih Ergin, Mehmet Bilginer Gülmezoglu, Ömer Nezih Gerek
2006	—	`conf`	Pdf sharpening for multichannel predictive coders. EUSIPCO Cihan Topal, Ömer Nezih Gerek
2005	J	`jnl`	An adaptive statistical method for power quality analysis. IEEE Trans. Instrum. Meas. Ömer Nezih Gerek, Dogan Gökhan Ece
2005	—	`conf`	Lossless image compression using an edge adapted lifting predictor. ICIP (2) Ömer Nezih Gerek, A. Enis Çetin
2005	—	`conf`	Self Organizing Map (SOM) Approach for Classification of Power Quality Events. ICANN (1) Emin Germen, Dogan Gökhan Ece, Ömer Nezih Gerek
2004	J	`jnl`	Power quality event detection using joint 2-D-wavelet subspaces. IEEE Trans. Instrum. Meas. Dogan Gökhan Ece, Ömer Nezih Gerek
2004	J	`jnl`	Segmentation based coding of human face images for retrieval. Signal Process. Ömer Nezih Gerek, Hatice Çinar
2003	—	`conf`	A 2D representation for analysis and coding of power quality events. ICIP (3) Ömer Nezih Gerek, Dogan Gökhan Ece
2001	Misc	`conf`	Adaptive filter banks for lossless image compression. ICASSP Rusen Öktem, Ömer Nezih Gerek, A. Enis Çetin, Levent Öktem, Karen O. Egiazarian
2001	—	`conf`	Image denoising using adaptive subband decomposition. ICIP (1) Sinan Gezici, Ismail Yilmaz, Ömer Nezih Gerek, A. Enis Çetin
2001	J	`jnl`	Lossless image compression by LMS adaptive filter banks. Signal Process. Rusen Öktem, A. Enis Çetin, Ömer Nezih Gerek, Levent Öktem, Karen O. Egiazarian
2000	J	`jnl`	Adaptive polyphase subband decomposition structures for image compression. IEEE Trans. Image Process. Ömer Nezih Gerek, A. Enis Çetin
1999	—	`conf`	Change detection with automatic reference frame update and key frame detector. NSIP Emrullah Durucan, Francesco Ziliani, Ömer Nezih Gerek
1999	—	`conf`	Nonlinear pyramidal image decompositions based on local contrast parameters. NSIP Pierre Vandergheynst, Ömer Nezih Gerek
1999	J	`jnl`	Subband domain coding of binary textual images for document archiving. IEEE Trans. Image Process. Ömer Nezih Gerek, A. Enis Çetin, Ahmed H. Tewfik, Volkan Atalay
1998	Misc	`conf`	Linear/nonlinear adaptive polyphase subband decomposition structures for image compression. ICASSP Ömer Nezih Gerek, A. Enis Çetin
1998	J	`jnl`	Nonlinear subband decomposition structures in GF-(N) arithmetic. Signal Process. M. Nafi Gürcan, Ömer Nezih Gerek, A. Enis Çetin
1998	—	`conf`	Polyphase adaptive filter banks for fingerprint image compression. EUSIPCO Ömer Nezih Gerek, A. Enis Çetin
1997	J	`jnl`	Equiripple FIR filter design by the FFT algorithm. IEEE Signal Process. Mag. Ahmet Enis Çetin, Ömer Nezih Gerek, Yasemin Yardimci
1996	—	`conf`	A morphological subband decomposition structure using GF(N) arithmetic. ICIP (1) Metin Nafi Gürcan, Ömer Nezih Gerek, A. Enis Çetin
1996	—	`conf`	Subband coding of binary textual images for document retrieval. ICIP (2) Ömer Nezih Gerek, A. Enis Çetin, Ahmed H. Tewfik
1995	Misc	`conf`	Image coding with mixed representations and visual masking. ICASSP Bin B. Zhu, Ahmed H. Tewfik, Ömer Nezih Gerek
1995	B	`conf`	Image coding with wavelet representations, edge information and visual masking. ICIP Bin B. Zhu, Ahmed H. Tewfik, M. A. Colestock, Ömer Nezih Gerek, A. Enis Çetin
1995	J	`jnl`	Motion-compensated prediction based algorithm for medical image sequence compression. Signal Process. Image Commun. Seyfullah H. Oguz, Ömer Nezih Gerek, A. Enis Çetin
1993	J	`jnl`	Block wavelet transforms for image coding. IEEE Trans. Circuits Syst. Video Technol. A. Enis Çetin, Ömer Nezih Gerek, Sennur Ulukus