Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation

Ates H. F., Yildirim S., GÜNTÜRK B. K.
Computer Vision and Image Understanding , vol.233, 2023 (SCI-Expanded) identifier

HMRN: heat map regression network to detect and track small objects in wide-area motion imagery

Ates H. F., Siddique A., Gunturk B. K.
SIGNAL IMAGE AND VIDEO PROCESSING , vol.17, no.1, pp.39-45, 2023 (SCI-Expanded) identifier identifier

Light field extraction from a conventional camera

Alam M. Z., GÜNTÜRK B. K.
Signal Processing: Image Communication , vol.109, 2022 (SCI-Expanded) identifier identifier

Regression of Large-Scale Path Loss Parameters Using Deep Neural Networks

Bal M., Marey A., Ates H. F., Baykas T., GÜNTÜRK B. K.
IEEE Antennas and Wireless Propagation Letters , vol.21, no.8, pp.1562-1566, 2022 (SCI-Expanded) identifier identifier

HM-Net: A Regression Network for Object Center Detection and Tracking on Wide Area Motion Imagery

Motorcu H., Ates H. F., Ugurdag H. F., GÜNTÜRK B. K.
IEEE Access , vol.10, pp.1346-1359, 2022 (SCI-Expanded) Creative Commons License identifier identifier

PL-GAN: Path Loss Prediction Using Generative Adversarial Networks

Marey A., Bal M., Ates H. F., GÜNTÜRK B. K.
IEEE Access , vol.10, pp.90474-90480, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Predicting Path Loss Distribution of an Area from Satellite Images Using Deep Learning

Ahmadien O., Ates H. F., Baykas T., GÜNTÜRK B. K.
IEEE Access , vol.8, pp.64982-64991, 2020 (SCI-Expanded) Creative Commons License identifier identifier

Space-variant blur kernel estimation and image deblurring through kernel clustering

Alam M. Z., Qian Q., GÜNTÜRK B. K.
Signal Processing: Image Communication , vol.76, pp.41-55, 2019 (SCI-Expanded) identifier identifier

Path Loss Exponent and Shadowing Factor Prediction from Satellite Images Using Deep Learning

Ates H. F., Hashir S. M., Baykas T., GÜNTÜRK B. K.
IEEE Access , vol.7, pp.101366-101375, 2019 (SCI-Expanded) Creative Commons License identifier identifier

Light field super resolution through controlled micro-shifts of light field sensor

Mukati M. U., GÜNTÜRK B. K.
Signal Processing: Image Communication , vol.67, pp.71-78, 2018 (SCI-Expanded) Creative Commons License identifier identifier

Spatial and angular resolution enhancement of light fields using convolutional neural networks

Gul M. S. K., GÜNTÜRK B. K.
IEEE Transactions on Image Processing , vol.27, no.5, pp.2146-2159, 2018 (SCI-Expanded) Creative Commons License identifier identifier identifier

Extracting sub-exposure images from a single capture through Fourier-based optical modulation

Khan S. R., Feldman M., GÜNTÜRK B. K.
Signal Processing: Image Communication , vol.60, pp.107-115, 2018 (SCI-Expanded) Creative Commons License identifier identifier

Hybrid light field imaging for improved spatial resolution and depth range

Alam M. Z., GÜNTÜRK B. K.
Machine Vision and Applications , vol.29, no.1, pp.11-22, 2018 (SCI-Expanded) Creative Commons License identifier identifier

Extending depth of field and dynamic range from differently focused and exposed images

Qian Q., Gunturk B. K.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING , vol.27, no.2, pp.493-509, 2016 (SCI-Expanded) identifier identifier

Blind super-resolution restoration with frame-by-frame nonparametric blur estimation

Qian Q., Gunturk B. K.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING , vol.27, no.1, pp.255-273, 2016 (SCI-Expanded) identifier identifier

Measuring food intake with digital photography

Martin C. K., Nicklas T., Gunturk B. K., Correa J. B., Allen H. R., Champagne C.
JOURNAL OF HUMAN NUTRITION AND DIETETICS , vol.27, pp.72-81, 2014 (SCI-Expanded) identifier

Multi-transmitter aperture synthesis with Zernike based aberration correction

Gunturk B. K., Rabb D. J., Jameson D. F.
OPTICS EXPRESS , vol.20, no.24, pp.26448-26457, 2012 (SCI-Expanded) identifier

Multi-transmitter aperture synthesis with Zernike based aberration correction

GÜNTÜRK B. K., Rabb D. J., Jameson D. F.
Optics Express , vol.20, no.24, pp.26448-26457, 2012 (SCI-Expanded) identifier identifier identifier

Camera phasing in multi-aperture coherent imaging

Gunturk B. K., Miller N. J., Watson E. A.
OPTICS EXPRESS , vol.20, no.11, pp.11796-11805, 2012 (SCI-Expanded) identifier identifier identifier

Validity of the Remote Food Photography Method (RFPM) for Estimating Energy and Nutrient Intake in Near Real-Time

Martin C. K., Correa J. B., Han H., Allen H. R., Rood J. C., Champagne C. M., et al.
OBESITY , vol.20, no.4, pp.891-899, 2012 (SCI-Expanded) identifier identifier identifier

Fast Bilateral Filter With Arbitrary Range and Domain Kernels

Gunturk B. K.
IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.20, no.9, pp.2690-2696, 2011 (SCI-Expanded) identifier

Illumination robust interest point detection

Gevrekci M., Gunturk B. K.
COMPUTER VISION AND IMAGE UNDERSTANDING , vol.113, no.4, pp.565-571, 2009 (SCI-Expanded) identifier identifier

Restoration of Bayer-sampled image sequences

Gevrekci M., GÜNTÜRK B. K., Altunbasak Y.
Computer Journal , vol.52, no.1, pp.1-14, 2009 (SCI-Expanded) identifier identifier

Multiresolution bilateral filtering for image denoising

Zhang M., GÜNTÜRK B. K.
IEEE Transactions on Image Processing , vol.17, no.12, pp.2324-2333, 2008 (SCI-Expanded) identifier identifier identifier

Superresolution under photometric diversity of images

Gevrekci M., Gunturk B. K.
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING , vol.2007, 2007 (SCI-Expanded) identifier identifier

High-resolution image reconstruction from multiple differently exposed images

GÜNTÜRK B. K., Gevrekci M.
IEEE Signal Processing Letters , vol.13, no.4, pp.197-200, 2006 (SCI-Expanded) identifier identifier

Demosaicking: Color filter array interpolation

GÜNTÜRK B. K., Glotzbach J., Altunbasak Y., Schafer R. W., Mersereau R. M.
IEEE Signal Processing Magazine , vol.22, no.1, pp.44-54, 2005 (SCI-Expanded) identifier identifier

Super-resolution reconstruction of compressed video using transform-domain statistics

GÜNTÜRK B. K., Altunbasak Y., Mersereau R. M.
IEEE Transactions on Image Processing , vol.13, no.1, pp.33-43, 2004 (SCI-Expanded) identifier identifier identifier

Eigenface-domain super-resolution for face recognition

GÜNTÜRK B. K., Batur A. U., Altunbasak Y., Hayes III M. H., Mersereau R. M.
IEEE Transactions on Image Processing , vol.12, no.5, pp.597-606, 2003 (SCI-Expanded) identifier identifier identifier

Color plane interpolation using alternating projections

GÜNTÜRK B. K., Altunbasak Y., Mersereau R. M.
IEEE Transactions on Image Processing , vol.11, no.9, pp.997-1013, 2002 (SCI-Expanded) identifier identifier identifier

Multiframe resolution-enhancement methods for compressed video

GÜNTÜRK B. K., Altunbasak Y., Mersereau R.
IEEE Signal Processing Letters , vol.9, no.6, pp.170-174, 2002 (SCI-Expanded) identifier identifier

Multiframe blocking-artifact reduction for transform-coded video

GÜNTÜRK B. K., Altunbasak Y., Mersereau R. M.
IEEE Transactions on Circuits and Systems for Video Technology , vol.12, no.4, pp.276-282, 2002 (SCI-Expanded) identifier identifier
Articles Published in Other Journals

Preface

GÜNTÜRK B. K., Li X.
Image Restoration: Fundamentals and Advances , vol.33, 2012 (Scopus) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences

Air-to-Ground Automatic Target Recognition and Estimation of Target Orientation Using Range Profiles Menzil Profili Kullanılarak Havadan-Yere Otomatik Hedef Tanıma ve Hedef Yönelim Açısı Kestirme

Kökçü M., Karabayır O., Alagöz Y., GÜNTÜRK B. K.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024, (Full Text) identifier

Swin Transformer based Siamese Network for Thermal and Optical Image Registration Termal ve Optik Görüntü Çakiştirmasi için Swin Dönüştürücü tabanli Siyam Aǧi

Elsaeidy M., Yagmur I. C., Ateş H. F., GÜNTÜRK B. K.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier

ITERATIVE KERNEL RECONSTRUCTION FOR DEEP LEARNING-BASED BLIND IMAGE SUPER-RESOLUTION

YILDIRIM S., Ates H. F., GÜNTÜRK B. K.
29th IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16 - 19 October 2022, pp.3251-3255, (Full Text) identifier

Dynamic range and depth of field extension using camera array Kamera dizisi ile dinamik aralik ve odak derinliǧi arttirma

Alam M. Z., GÜNTÜRK B. K.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text) identifier

PREDICTING PATH LOSS DISTRIBUTIONS OF A WIRELESS COMMUNICATION SYSTEM FOR MULTIPLE BASE STATION ALTITUDES FROM SATELLITE IMAGES

Shoer I., GÜNTÜRK B. K., Ates H. F., Baykas T.
29th IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16 - 19 October 2022, pp.2471-2475, (Full Text) identifier

Dual Camera Based High Spatio-Temporal Resolution Video Generation For Wide Area Surveillance

Suluhan H. U., Ates H. F., GÜNTÜRK B. K.
18th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2022, Virtual, Online, Spain, 29 November - 02 December 2022, (Full Text) identifier identifier

Anomaly detection in wide area imagery Geniş alan görüntülerinde anomali tespiti

Sahin A. H., Ates H. F., GÜNTÜRK B. K.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text) identifier identifier

Improved YOLOv4 for aerial object detection

Ali S., Siddique A., Ates H. F., GÜNTÜRK B. K.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text) identifier identifier

Analysis of deep learning based path loss prediction from satellite images Uydu görüntülerinden derin öǧrenme tabanli yol kaybi tahmini analizi

Alam M. Z., Ates H. F., Baykas T., GÜNTÜRK B. K.
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021, (Full Text) identifier identifier

Deep Learning-Based Blind Image Super-Resolution using Iterative Networks

Yaar A., Ates H. F., GÜNTÜRK B. K.
2021 International Conference on Visual Communications and Image Processing, VCIP 2021, Munich, Germany, 5 - 08 December 2021, (Full Text) identifier identifier

Deconvolution based light field extraction from a single image capture

Alam M. Z., GÜNTÜRK B. K.
25th IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, 7 - 10 October 2018, pp.420-424, (Full Text) identifier identifier

High dynamic range imaging using a plenoptic camera

Wahab A., Alam M. Z., GÜNTÜRK B. K.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier

Hybrid-sensor high-resolution light field imaging Hibrid sensörlü yüsek çözünürlüklü Işik alan görüntüleme

Mukati M. U., GÜNTÜRK B. K.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier

Hybrid-sensor high-resolution light field imaging

Mukati M. U., Gunturk B. K.
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), (Full Text) identifier identifier

Light field registration: A multi-view geometry approach Isik Alani Çakistirmasi: Çok Görüntülü Geometri Yaklasimi

Mukati M. U., GÜNTÜRK B. K.
24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.1289-1292, (Full Text) identifier identifier

Hybrid stereo imaging including a light field and a regular camera Isik Alani Kamerasi ve Normal Kamera Içeren Hibrid Stereo Görüntüleme

Alam M. Z., GÜNTÜRK B. K.
24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16 - 19 May 2016, pp.1293-1296, (Full Text) identifier identifier

Space-Varying Blur Kernel Estimation and Image Deblurring

Qian Q., Gunturk B. K.
DIGITAL PHOTOGRAPHY X, San Francisco, CA, United States Of America, 3 - 05 February 2014, vol.9023, (Full Text) identifier identifier

Frequency division multiplexed imaging: a Texas Instruments DMD implementation

Habibkhani H., Gunturk B. K., Feldman M., Batur A. U.
EMERGING DIGITAL MICROMIRROR DEVICE BASED SYSTEMS AND APPLICATIONS VI, San Francisco, CA, United States Of America, 4 - 05 February 2014, vol.8979, (Full Text) identifier identifier

Super-Resolution Restoration of Motion Blurred Images

Qian Q., Gunturk B. K.
DIGITAL PHOTOGRAPHY X, San Francisco, CA, United States Of America, 3 - 05 February 2014, vol.9023, (Full Text) identifier identifier

Improving the Performance of Interest Point Detectors with Contrast Stretching Functions

Gunashekhar P. K., Gunturk B. K.
IMAGE PROCESSING: MACHINE VISION APPLICATIONS VI, vol.8661, (Full Text) identifier identifier

Joint Focus Stacking and High Dynamic Range Imaging

Qian Q., Gunturk B. K., Batur A. U.
DIGITAL PHOTOGRAPHY IX, vol.8660, (Full Text) identifier identifier

Glottis segmentation using dynamic programming

Chen J., Gunturk B. K., Kunduk M.
MEDICAL IMAGING 2013: IMAGE PROCESSING, vol.8669, (Full Text) identifier identifier

Food image analysis for measuring food intake in free living conditions

Dibiano R., Gunturk B. K., Martin C. K.
MEDICAL IMAGING 2013: IMAGE PROCESSING, vol.8669, (Full Text) identifier identifier

Frequency Division Multiplexed Imaging

Gunturk B. K., Feldman M.
DIGITAL PHOTOGRAPHY IX, vol.8660, (Full Text) identifier identifier

A NEW BIOMECHANICAL MODEL OF VOCAL FOLD VIBRATIONS: PRELIMINARY EXPERIMENTAL VALIDATION

Wei Z., de Queiroz M., Chen J., Gunturk B. K., Kunduk M.
PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE AND BATH/ASME SYMPOSIUM ON FLUID POWER AND MOTION CONTROL (DSCC 2011), VOL 2, pp.503-510, (Full Text) identifier

High Dynamic Range Imaging of Non-Static Scenes

Hossain I., Gunturk B. K.
DIGITAL PHOTOGRAPHY VII, vol.7876, (Full Text) identifier identifier

Fast bilateral filter with arbitrary range and domain kernels

GÜNTÜRK B. K.
2010 17th IEEE International Conference on Image Processing, ICIP 2010, Hong Kong, hkg, 26 - 29 September 2010, pp.3289-3292, (Full Text) identifier identifier

Joint photometric registration and optical flowestimation

Hossain I., GÜNTÜRK B. K.
2010 17th IEEE International Conference on Image Processing, ICIP 2010, Hong Kong, hkg, 26 - 29 September 2010, pp.1201-1204, (Full Text) identifier identifier

Compression artifact reduction with adaptive bilateral filtering

Zhang M., GÜNTÜRK B. K.
Visual Communications and Image Processing 2009, San Jose, CA, United States Of America, 20 - 21 January 2009, vol.7257, (Full Text) identifier

Quantification of food intake using food image analysis

Martin C. K., Kaya S., GÜNTÜRK B. K.
31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, Minneapolis, MN, United States Of America, 2 - 06 September 2009, pp.6869-6872, (Full Text) Creative Commons License Sustainable Development identifier identifier identifier

Reliable interest point detection under large illumination variations

Gevrekci M., GÜNTÜRK B. K.
2008 IEEE International Conference on Image Processing, ICIP 2008, San Diego, CA, United States Of America, 12 - 15 October 2008, pp.869-872, (Full Text) identifier identifier

Image demosaicing: A systematic survey

Li X., GÜNTÜRK B. K., Zhang L.
Visual Communications and Image Processing 2008, San Jose, CA, United States Of America, 29 - 31 January 2008, vol.6822, (Full Text) identifier identifier

A new image denoising method based on the bilateral filter

Zhang M., Gunturk B. K.
2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, pp.929-932, (Full Text) identifier identifier

A new image denoising framework based on bilateral filter

Zhang M., Gunturk B. K.
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2008, PTS 1 AND 2, vol.6822, (Full Text) identifier identifier

On geometric and photometric registration of images

Gevrekci M., Gunturk B. K.
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, pp.1261-1264, (Full Text) identifier identifier

Super resolution approaches for photometrically diverse image sequences

Gevrekci M., Gunturk B. K.
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, pp.757-760, (Full Text) identifier identifier

POCS-based restoration of Bayer-sampled image sequences

Gevrekci M., Gunturk B. K., Altunbasak Y.
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, (Full Text) Creative Commons License identifier identifier

Image retrieval using canonical cyclic string representation of polygons

Soysal Ö. M., GÜNTÜRK B. K., Matthews II K. L.
2006 IEEE International Conference on Image Processing, ICIP 2006, Atlanta, GA, United States Of America, 8 - 11 October 2006, pp.1493-1496, (Full Text) identifier identifier

Reconfigurable implementation of wavelet integer lifting transforms for image compression

Bishop S. L., Rai S., Gunturk B. K., Trahan J. L., Vaidyanathan R.
RECONFIG 2006: PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON RECONFIGURABLE COMPUTING AND FPGA'S, (Full Text) identifier identifier

Handling exposure time in multi-frame image restoration

Gunturk B. K.
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5, pp.865-868, (Full Text) identifier identifier

Image acquisition modeling for super-resolution reconstruction

Gevrekei M., Gunturk B. K.
2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, pp.2157-2160, (Full Text) identifier identifier

Feature-based image registration in log-polar domain

Thunuguntla S., Gunturk B. K.
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5, pp.853-856, (Full Text) identifier identifier

Super-resolution reconstruction from differently exposed images

Gunturk B. K.
PROCEEDINGS OF THE SIXTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, pp.625-629, (Full Text) identifier identifier

Multi-frame information fusion for gray-scale and spatial enhancement of images

Gunturk B. K., Altunbasak Y., Mersereau R.
2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS, pp.319-322, (Full Text) identifier identifier

Eigenface-based super-resolution for face recognition

Gunturk B. K., Batur A., Altunbasak Y., Hayes M., Mersereau R.
2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, pp.845-848, (Full Text) identifier identifier

Color plane interpolation using alternating projections

Gunturk B. K., Altunbasak Y., Mersereau R.
2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, pp.3333-3336, (Full Text) identifier identifier

Bayesian resolution-enhancement framework for transform-coded video

Gunturk B. K., Altunbasak Y., Mersereau R.
2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, pp.41-44, (Full Text) identifier identifier

Gray-scale resolution enhancement

Gunturk B. K., Altunbasak Y., Mersereau R.
2001 IEEE FOURTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, pp.155-160, (Full Text) identifier

A multi-frame blocking artifact reduction method for transform-coded video

Gunturk B. K., Altunbasak Y., Mersereau R.
2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS, pp.1789-1792, (Full Text) identifier identifier
Metrics

Publication

82

Citation (Scopus)

3263

H-Index (Scopus)

19

Project

8

Thesis Advisory

10

Open Access

10
UN Sustainable Development Goals