Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

A comparative stationarity analysis of EEG signals

ANNALS OF OPERATIONS RESEARCH, vol.258, no.1, pp.133-157, 2017 (Journal Indexed in SCI) identifier identifier

Hyperspectral Image Classification via Kernel Basic Thresholding Classifier

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.55, no.2, pp.715-728, 2017 (Journal Indexed in SCI) identifier identifier

A probabilistic sparse skeleton based object detection

Pattern Recognition Letters, vol.83, pp.243-250, 2016 (Journal Indexed in SCI Expanded) identifier identifier

Classification via ensembles of basic thresholding classifiers

IET COMPUTER VISION, vol.10, no.5, pp.433-442, 2016 (Journal Indexed in SCI) identifier

Hyperspectral Image Classification via Basic Thresholding Classifier

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.54, no.7, pp.4039-4051, 2016 (Journal Indexed in SCI) identifier identifier

Railway Fastener Inspection by Real-Time Machine Vision

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, vol.45, no.7, pp.1101-1107, 2015 (Journal Indexed in SCI) identifier identifier

Online annotation of faces in personal videos by sequential learning

MULTIMEDIA TOOLS AND APPLICATIONS, vol.63, no.3, pp.591-613, 2013 (Journal Indexed in SCI) identifier identifier

Local Primitive Pattern for the Classification of SAR Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.51, no.4, pp.2431-2441, 2013 (Journal Indexed in SCI) identifier identifier

Automatic 3D segmentation of individual facial muscles using unlabeled prior information

INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, vol.7, no.1, pp.35-41, 2012 (Journal Indexed in SCI) identifier identifier

Unsupervised building detection in complex urban environments from multispectral satellite imagery

INTERNATIONAL JOURNAL OF REMOTE SENSING, vol.33, no.7, pp.2152-2177, 2012 (Journal Indexed in SCI) identifier identifier

3D face detection using transform invariant features

ELECTRONICS LETTERS, vol.46, no.13, pp.905-906, 2010 (Journal Indexed in SCI) identifier identifier

Inverse solution for parameter estimation of a dynamic volume spline based forehead skin model

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, vol.18, no.5, pp.585-612, 2010 (Journal Indexed in SCI) identifier identifier

Estimation of parameters for dynamic volume spline models

INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, vol.18, no.4, pp.499-519, 2010 (Journal Indexed in SCI) identifier identifier

A statistical approach to sparse multi-scale phase-based stereo

PATTERN RECOGNITION, vol.40, no.9, pp.2504-2520, 2007 (Journal Indexed in SCI) identifier identifier

A generative model for multi class object recognition and detection

ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS, vol.3949, pp.32-40, 2006 (Journal Indexed in SCI) identifier

The 2005 PASCAL visual object classes challenge

MACHINE LEARNING CHALLENGES, vol.3944, pp.117-176, 2006 (Journal Indexed in SCI) identifier

Articles Published in Other Journals

22nd International Symposium on Computer and Information Sciences, ISCIS 2007 - Proceedings: Preface

22nd International Symposium on Computer and Information Sciences, ISCIS 2007 - Proceedings, 2007 (Refereed Journals of Other Institutions) identifier

Comparison of generative and discriminative techniques for object detection and classification

Toward Category-Level Object RecognitionVolume 4170 of the series Lecture Notes in Computer Science, vol.4170, pp.173-195, 2006 (Refereed Journals of Other Institutions)

Object Recognition via Local Patch Labelling

Deterministic and Statistical Methods in Machine LearningVolume 3635 of the series Lecture Notes in Computer Science, vol.3635, pp.1-21, 2005 (Refereed Journals of Other Institutions) identifier

Refereed Congress / Symposium Publications in Proceedings

Meta Soft Label Generation for Noisy Labels

25th International Conference on Pattern Recognition (ICPR), ELECTR NETWORK, 10 - 15 January 2021, pp.7142-7148 identifier identifier

Satellite Failure Estimation vs. Reliability Prediction Analysis

Annual Reliability and Maintainability Symposium (RAMS) - R and M in the Second Machine Age - The Challenge of Cyber Physical Systems, Florida, United States Of America, 28 - 31 January 2019 identifier identifier

Classification of fNIRS Data Using Deep Learning for Bipolar Disorder Detection

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Surface Vessel Tracking in Airborne Infrared Imagery

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Retinal vessel segmentation using convolutional neural networks

2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier

User comfort and energy efficiency in HVAC systems by Q-learning

2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey, 2 - 05 May 2018 identifier

Effective connectivity modeling of human brain

Turking Human Brain Mapping Meeting, Turkey, 21 - 25 November 2017

Automatic small target detection in synthetic infrared images

Conference on Automatic Target Recognition XXVII, California, United States Of America, 10 - 11 April 2017, vol.10202 identifier identifier

Evaluation of Pre-Processing, Thresholding and Post-Processing Steps for Very Small Target Detection in Infrared Images

Conference on Automatic Target Recognition XXVI, Maryland, United States Of America, 18 - 19 April 2016, vol.9844 identifier identifier

The Interpretation of the Effective Connectivity Maps Obtained by Using Dynamic Bayesian Networks on EEG Data

20th National Biomedical Engineering Meeting (BIYOMUT), İzmir, Turkey, 3 - 05 November 2016 identifier

Tracking Mice Face in Video

20th National Biomedical Engineering Meeting (BIYOMUT), İzmir, Turkey, 3 - 05 November 2016 identifier identifier

Effective connectivity differences between control and dyslectic children based on DBN modeling

15th European Congress on Clinical Neurophysiology, Brno, Czech Republic, 30 September - 03 October 2015

Small Target Detection By Morphological Operations

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.487-490 identifier

AUTOMATIC MULTI-SCALE SEGMENTATION OF HIGH SPATIAL RESOLUTION SATELLITE IMAGES USING WATERSHEDS

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Melbourne, Australia, 21 - 26 July 2013, pp.2505-2508 identifier identifier

A FRAMEWORK FOR DETECTING COMPLEX EVENTS IN SURVEILLANCE VIDEOS

IEEE International Conference on Multimedia and Expo Workshops (ICMEW), San-Jose, Costa Rica, 15 - 19 July 2013 identifier

LEARNING COMPLEX EVENT MODELS USING MARKOV LOGIC NETWORKS

IEEE International Conference on Multimedia and Expo Workshops (ICMEW), San-Jose, Costa Rica, 15 - 19 July 2013 identifier

Comparison of Cuboid and Tracklet Features for Action Recognition on Surveillance Videos

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Road extraction from satellite images by self-supervised classification and perceptual grouping

Conference on Image and Signal Processing for Remote Sensing XIX, Dresden, Germany, 23 - 25 September 2013, vol.8892 identifier identifier

A NOVEL FEATURE EXTRACTION METHOD FOR THE CLASSIFICATION OF SAR IMAGES

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, 22 - 27 July 2012, pp.3482-3485 identifier identifier

Real time FPGA implementation of Full Search video stabilization method

2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, Turkey, Turkey, 18 - 20 April 2012 identifier

VHR IMAGE SEGMENTATION USING OVER SEGMENTED REGIONS IN A MRF MODEL

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, Canada, 24 - 29 July 2011, pp.613-616 identifier identifier

SCALE-SPACE APPROACH FOR THE COMPARISON OF HK AND SC CURVATURE DESCRIPTIONS AS APPLIED TO OBJECT RECOGNITION

16th IEEE International Conference on Image Processing, Cairo, Egypt, 7 - 10 November 2009, pp.413-416 identifier identifier

Segmentation of high resolution satellite imagery based on mean shift algorithm and morphological operations

Image and Signal Processing for Remote Sensing XV, Berlin, Germany, 31 August - 03 September 2009, vol.7477 identifier

Airport runway detection in satellite images by Adaboost Learning

Image and Signal Processing for Remote Sensing XV, Berlin, Germany, 31 August - 03 September 2009, vol.7477 identifier

Automatic and Unsupervised Building Extraction in Complex Urban Environments from Multi Spectral Satellite Imagery

4th International Conference on Recent Advances in Space Technologies, İstanbul, Turkey, 11 - 13 June 2009, pp.287-288 identifier identifier

Building Detection in High Resolution Remotely Sensed Images Based on Morphological Operators

4th International Conference on Recent Advances in Space Technologies, İstanbul, Turkey, 11 - 13 June 2009, pp.376-377 identifier identifier

Vision-Based Simultaneous Localization and Map Building: Stereo and Mono SLAM

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 9 - 11 April 2009, pp.391-392 identifier

Regular Remeshing of 3D Human Face Models

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 9 - 11 April 2009, pp.367-369 identifier

3D object representation using transform and scale invariant 3D features

2007 IEEE 11th International Conference on Computer Vision, ICCV, Rio-De-Janeiro, Brazil, 14 - 21 October 2007 identifier identifier

Extraction of 3D transform and scale invariant patches from range scans

IEEE Conference on Computer Vision and Pattern Recognition, Minnesota, United States Of America, 17 - 22 June 2007, pp.2830-2832 identifier identifier

Generative versus discriminative methods for object recognition

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005, San Diego, CA, United States Of America, 20 - 25 June 2005, pp.258-265 identifier identifier

Comparison of generative and discriminative techniques for object detection and classification

Workshop on Toward Category-Level Object Recognition, Taormina, Italy, 01 January 2004, vol.4170, pp.173-175 identifier

Object recognition and cognitive map formation using active stereo vision in a virtual world

IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003, Louisiana, United States Of America, 12 - 16 May 2003, pp.52-61 identifier

Disparity using feature points in multi scale

Joint IAPR 9th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2002 and 4th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2002, Windsor, Canada, 6 - 09 August 2002, vol.2396, pp.320-328 identifier