Publications & Works

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

A practical analysis of sample complexity for structure learning of discrete dynamic Bayesian networks

Geduk S., ULUSOY İ.
OPTIMIZATION, 2021 (Journal Indexed in SCI) identifier identifier

KCl-induced cortical spreading depression waves more heterogeneously propagate than optogenetically-induced waves in lissencephalic brain: an analysis with optical flow tools

Donmez-Demir B., ERDENER Ş. E. , KARATAŞ KURŞUN H., Kaya Z., ULUSOY İ. , DALKARA T.
SCIENTIFIC REPORTS, vol.10, no.1, 2020 (Journal Indexed in SCI) identifier identifier identifier

A comparative stationarity analysis of EEG signals

RASOULZADEH V., ERKUŞ E. C. , YOĞURT T. A. , ULUSOY İ. , Zergeroglu S. A.
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

TOKSÖZ M. A. , ULUSOY İ.
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

Altinoklu B., ULUSOY İ. , Tari S.
Pattern Recognition Letters, vol.83, pp.243-250, 2016 (Journal Indexed in SCI Expanded) identifier identifier

Classification via ensembles of basic thresholding classifiers

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

Hyperspectral Image Classification via Basic Thresholding Classifier

Toksoz M. A. , ULUSOY İ.
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

Aytekin C., REZAEITABAR Y., Dogru S., ULUSOY İ.
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, vol.45, no.7, pp.1101-1107, 2015 (Journal Indexed in SCI) identifier identifier

Anatomical and Dynamic Volume Spline Model Applied to Facial Soft Tissue

ULUSOY PARNAS İ. , AKAGÜNDÜZ e., YIRCI m.
Computer Animation And Virtual Worlds, 2014 (Journal Indexed in SCI)

Online annotation of faces in personal videos by sequential learning

Yilmazturk M. C. , ULUSOY İ. , ÇİÇEKLİ F. N.
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

AYTEKİN o., KOÇ m., ULUSOY PARNAS İ.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.51, no.4, pp.2431-2441, 2013 (Journal Indexed in SCI) identifier identifier

The Effect of Labeled Unlabeled Prior Information for Masseter Segmentation

ULUSOY PARNAS İ. , REZAEITABAR y.
Mathematical Problems In Engineering, 2013 (Journal Indexed in SCI)

The Effect of Labeled/Unlabeled Prior Information for Masseter Segmentation

Tabar Y. R. , ULUSOY İ.
MATHEMATICAL PROBLEMS IN ENGINEERING, 2013 (Journal Indexed in SCI) Creative Commons License identifier identifier

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

Rezaeitabar Y., ULUSOY İ.
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

AYTEKİN O., Erener A., ULUSOY İ. , Duzgun S.
INTERNATIONAL JOURNAL OF REMOTE SENSING, vol.33, no.7, pp.2152-2177, 2012 (Journal Indexed in SCI) identifier identifier

Automatic segmentation of VHR images using type information of local structures acquired by mathematical morphology

AYTEKİN o., ULUSOY PARNAS İ.
PATTERN RECOGNITION LETTERS, vol.32, no.13, pp.1618-1625, 2011 (Journal Indexed in SCI) identifier identifier

New method for the fusion of complementary information from infrared and visual images for object detection

ULUSOY İ. , Yuruk H.
IET IMAGE PROCESSING, vol.5, no.1, pp.36-48, 2011 (Journal Indexed in SCI) identifier identifier

Use of the dynamic volume spline method to predict facial soft tissue changes associated with orthognathic surgery

ULUSOY PARNAS İ. , AKAGÜNDÜZ e., Sabuncuoglu F., GÖRGÜLÜ S., ÜÇOK C. Ö.
ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY AND ENDODONTOLOGY, vol.110, no.5, 2010 (Journal Indexed in SCI) identifier identifier identifier

3D object recognition from range images using transform invariant object representation

AKAGÜNDÜZ e., ULUSOY PARNAS İ.
ELECTRONICS LETTERS, vol.46, no.22, pp.1499-1500, 2010 (Journal Indexed in SCI) identifier identifier

3D face detection using transform invariant features

AKAGÜNDÜZ e., ULUSOY PARNAS İ.
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

ULUSOY PARNAS İ. , AKAGÜNDÜZ e., WEBER G. W.
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

ULUSOY PARNAS İ. , AKAGÜNDÜZ e., WEBER G. W.
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

Ulusoy İ. , Hancock E. R.
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

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

The 2005 PASCAL visual object classes challenge

Everingham M., Zisserman A., Williams C. K. I. , Van Gool L., Allan M., Bishop C. M. , et al.
MACHINE LEARNING CHALLENGES, vol.3944, pp.117-176, 2006 (Journal Indexed in SCI) identifier

Time-frequency analysis of visual evoked potentials for interhemispheric transfer time and proportion in callosal fibers of different diameters

ULUSOY PARNAS İ. , HALICI U. , NALÇACI E., ANAÇ i., LEBLEBİCİOĞLU M. K. , EROĞLU c.
BIOLOGICAL CYBERNETICS, vol.90, no.4, pp.291-301, 2004 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

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

Schmidt E. G. , Ulusoy İ. , Çiçekli N., Halici U. , Atalay V.
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

ULUSOY PARNAS İ. , CHRİS b.
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

ULUSOY PARNAS İ. , BİSHOP c.
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

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

Dyscalculia Disease Signature Obtained Using Effective Connectivity Modeled by DBN

GEDUK S., ULUSOY İ. , ÜSTÜN S., AYYILDIZ N., URAN P., ÖNER Ö., et al.
OHBM 2019 Annual Meeting, ROMA, 9 - 13 June 2019

Satellite Failure Estimation vs. Reliability Prediction Analysis

Gures S. D. , ULUSOY İ. , Durmaz B.
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

Evgin H. B. , Babacan O., ULUSOY İ. , Hosgoren Y., Kusman A., Sayar D., et al.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Surface Vessel Tracking in Airborne Infrared Imagery

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

Retinal vessel segmentation using convolutional neural networks

ULUSOY İ. , Güleryüz M. Ş.
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

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

Effective connectivity modeling of human brain

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

Target detection in hyperspectral images using basic thresholding classifier

TOKSÖZ M. A. , ULUSOY İ.
Sinyal İşleme ve Uygulamaları Kurultayı, 15 - 18 May 2017 identifier identifier

Automatic small target detection in synthetic infrared images

YARDIMCI O., ULUSOY İ.
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

YARDIMCI O., ULUSOY İ.
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

ERKUŞ E. C. , ULUSOY İ.
20th National Biomedical Engineering Meeting (BIYOMUT), İzmir, Turkey, 3 - 05 November 2016 identifier

Tracking Mice Face in Video

AKKAYA B., TABAR Y. R. , GHARBALCHİ F., ULUSOY PARNAS İ. , HALICI U.
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

RASOULZADEH v., ULUSOY PARNAS İ. , KALAYCIOĞLU C.
15th European Congress on Clinical Neurophysiology, Brno, Czech Republic, 30 September - 03 October 2015

Small Target Detection By Morphological Operations

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

PErformance and time requirement analysis of top hat transform based small target detection algorithms

ULUSOY PARNAS İ.
SPIE, 20 - 24 April 2015 identifier identifier

Automatic multi scale segmentation of high spatial resolution satellite images using watrsheds

ULUSOY PARNAS İ. , KEREM Ş.
IGARSS2013, 21 - 26 July 2013

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

Sahin K., ULUSOY İ.
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

Onal I., Kardas K., Rezaeitabar Y., Bayram U., Bal M., ULUSOY İ. , et al.
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

Kardas K., ULUSOY İ. , Cicekli N. K.
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

Bayram U., ULUSOY İ. , Cicekli N. K.
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

Sahin E., Ulusoy İ.
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

Aytekin O., Koc M., ULUSOY İ.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, 22 - 27 July 2012, pp.3482-3485 identifier identifier

Classification of hyperspectral images based on weighted DMPs

ULUSOY PARNAS İ. , ÖRSAN A., MURA M. D.
IGARSS 2012, 22 - 27 July 2012 identifier identifier

Real time FPGA implementation of Full Search video stabilization method

ÖZSARAÇ i., ULUSOY PARNAS İ.
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

Aytekin O., Rezaeitabar Y., ULUSOY İ.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, Canada, 24 - 29 July 2011, pp.613-616 identifier identifier

Analysis of Face Recognition Algorithms for Online and Automatic Annotation of Personal Videos

YILMAZTÜRK m., ULUSOY PARNAS İ. , ÇİÇEKLİ F. N.
ISCIS, 6 - 08 May 2010

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

Akagunduz E., Eskizara O., ULUSOY İ.
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

Aytekin Ö., ULUSOY İ. , HALICI U.
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

ZÖNGÜR U., HALICI U. , AYTEKİN O., ULUSOY İ.
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

AYTEKİN Ö., ERENER A., ULUSOY İ. , Duzgun H. S. B.
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

Aytekin O., ULUSOY İ. , Abacioglu E. Z. , Gokcay E.
4th International Conference on Recent Advances in Space Technologies, İstanbul, Turkey, 11 - 13 June 2009, pp.376-377 identifier identifier

Building detection in high resolution remotely sensed images based on morphological operations

ULUSOY PARNAS İ. , ÖRSAN a., ESRA A.
RAST2009, 11 - 13 June 2009

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

Kalay A., ULUSOY İ.
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

Yirci M., ULUSOY İ.
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

AKAGÜNDÜZ E., ULUSOY İ.
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

Akagunduz E., ULUSOY İ.
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

ULUSOY İ. , Bishop C. M.
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

ULUSOY İ. , Bishop C. M.
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

ULUSOY İ. , HALICI U. , Leblebicioglu K.
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

ULUSOY İ. , Hancock E. R. , HALICI U.
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