Gözde B. Ünal

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 29

Top Topics

Image Inpainting

Convolutional Neural Networks

Depth Estimation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Dogay Kamar, Nazim Kemal Ure, Gözde B. Ünal
GAN-based Intrinsic Exploration for Sample Efficient Reinforcement Learning. ICAART (2) (2022)
Dogay Kamar, Nazim Kemal Ure, Gözde B. Ünal
GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning. CoRR (2022)
A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver
CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation. CoRR (2020)
Alican Mertan, Yusuf Huseyin Sahin, Damien Jade Duff, Gözde B. Ünal
A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation. CoRR (2020)
Alican Mertan, Damien Jade Duff, Gözde B. Ünal
Relative Depth Estimation as a Ranking Problem. CoRR (2020)
Gulcin Baykal, Furkan Ozcelik, Gözde B. Ünal
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. CoRR (2020)
Gulcin Baykal, Gözde B. Ünal
DeshuffleGAN: A Self-Supervised GAN to Improve Structure Learning. CoRR (2020)
Alican Mertan, Damien Jade Duff, Gözde B. Ünal
Siralama Sorunu Olarak Nispi Derinlik Tahmini Relative Depth Estimation as a Ranking Problem. SIU (2020)
Yusuf Huseyin Sahin, Alican Mertan, Gözde B. Ünal
ODFNet: Using orientation distribution functions to characterize 3D point clouds. CoRR (2020)
Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gözde B. Ünal
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. CoRR (2020)
Rahele Kafieh, Hossein Rabbani, Gözde B. Ünal
Bandlets on Oriented Graphs: Application to Medical Image Enhancement. IEEE Access 7 (2019)
Salih Can Yurtkulu, Yusuf Hüseyin Sahin, Gözde B. Ünal
Semantic Segmentation with Extended DeepLabv3 Architecture. SIU (2019)
Ugur Demir, Gözde B. Ünal
Deep Stacked Networks with Residual Polishing for Image Inpainting. CoRR (2018)
Sahin Olut, Yusuf Huseyin Sahin, Ugur Demir, Gözde B. Ünal
Generative Adversarial Training for MRA Image Synthesis Using Multi-contrast MRI. PRIME@MICCAI (2018)
Ugur Demir, Gözde B. Ünal
Patch-Based Image Inpainting with Generative Adversarial Networks. CoRR (2018)
Mehmet Aygün, Yusuf Huseyin Sahin, Gözde B. Ünal
Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation. CoRR (2018)
Alper Tokgöz, Gözde B. Ünal
A RNN based time series approach for forecasting turkish electricity load. SIU (2018)
Devran Ugurlu, Zeynep Firat, Ugur Türe, Gözde B. Ünal
Neighborhood resolved fiber orientation distributions (NRFOD) in automatic labeling of white matter fiber pathways. Medical Image Anal. 46 (2018)
Enes Albay, Ugur Demir, Gözde B. Ünal
Diffusion MRI Spatial Super-Resolution Using Generative Adversarial Networks. PRIME@MICCAI (2018)
Sahin Olut, Yusuf Huseyin Sahin, Ugur Demir, Gözde B. Ünal
Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI. CoRR (2018)
Ugur Demir, Gözde B. Ünal
Inpainting by deep autoencoders using an advisor network. SIU (2017)
Sébastien Ourselin, Mert R. Sabuncu, William Wells, Leo Joskowicz, Gözde B. Ünal, Andreas K. Maier
Guest editorial of the IJCARS MICCAI 2016 special issue. Int. J. Comput. Assist. Radiol. Surg. 12 (8) (2017)
Cem Yusuf Aydogdu, Enes Albay, Gözde B. Ünal
Classification of brain tissues as lesion or healthy by 3D convolutional neural networks. SIU (2017)
Yusuf Huseyin Sahin, Gözde B. Ünal
Cerebral vessel classification with convolutional neural networks. SIU (2017)
Ivan Stajduhar, Mihaela Mamula, Damir Miletic, Gözde B. Ünal
Semi-automated detection of anterior cruciate ligament injury from MRI. Comput. Methods Programs Biomed. 140 (2017)
Sébastien Ourselin, Mert R. Sabuncu, William Wells, Leo Joskowicz, Gözde B. Ünal, Andreas K. Maier
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016). Medical Image Anal. 41 (2017)
Suheyla Cetin, Berkin Bilgic, Audrey P. Fan, Samantha J. Holdsworth, Gözde B. Ünal
Vessel Orientation Constrained Quantitative Susceptibility Mapping (QSM) Reconstruction. MICCAI (3) (2016)
Riza Alp Güler, Sibel Tari, Gözde B. Ünal
Landmarks inside the shape: Shape matching using image descriptors. Pattern Recognit. 49 (2016)
Riza Alp Güler, Devran Ugurlu, Zeynep Firat, Ugur Türe, Gözde B. Ünal
Shape deformation measures for white matter fibers. SIU (2016)
Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Suheyla Cetin, Gözde B. Ünal
A Higher-Order Tensor Vessel Tractography for Segmentation of Vascular Structures. IEEE Trans. Medical Imaging 34 (10) (2015)
Zhouhui Lian, J. Zhang, S. Choi, Hanan ElNaghy, Jihad El-Sana, Takahiko Furuya, Andrea Giachetti, Riza Alp Güler, L. Lai, C. Li, H. Li, Frederico A. Limberger, Ralph R. Martin, Rafael Umino Nakanishi, Afonso Neto, Luis Gustavo Nonato, Ryutarou Ohbuchi, Kirill Pevzner, David Pickup, Paul L. Rosin, Andrei Sharf, Li Sun, Xianfang Sun, Sibel Tari, Gözde B. Ünal, Richard C. Wilson
Non-rigid 3D Shape Retrieval. 3DOR@Eurographics (2015)
Suheyla Cetin, Evren Özarslan, Gözde B. Ünal
Elucidating Intravoxel Geometry in Diffusion-MRI: Asymmetric Orientation Distribution Functions (AODFs) Revealed by a Cone Model. MICCAI (1) (2015)
Su-Lin Lee, Stefanie Demirci, Petia Radeva, Gözde B. Ünal
Editorial note. Comput. Medical Imaging Graph. 38 (2) (2014)
Simone Balocco, Carlo Gatta, Francesco Ciompi, Andreas Wahle, Petia Radeva, Stéphane G. Carlier, Gözde B. Ünal, Elias Sanidas, Josepa Mauri, Xavier Carrillo, Tomas Kovarnik, Ching-Wei Wang, Hsiang-Chou Chen, Themis P. Exarchos, Dimitrios I. Fotiadis, François Destrempes, Guy Cloutier, Oriol Pujol, Marina Alberti, E. Gerardo Mendizabal-Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 38 (2) (2014)
Suheyla Cetin, Gözde B. Ünal
A cerebral blood vessels segmentation method using a flux based second order tensor model. SIU (2014)
Riza Alp Güler, Sibel Tari, Gözde B. Ünal
Screened Poisson Hyperfields for Shape Coding. SIAM J. Imaging Sci. 7 (4) (2014)
Suheyla Cetin, Ali Demir, Anthony J. Yezzi, Muzaffer Degertekin, Gözde B. Ünal
Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection. IEEE Trans. Medical Imaging 32 (2) (2013)
Andac Hamamci, M. Serhan Can, Gözde B. Ünal
Functionally weighted track density imaging. SIU (2013)
Arash Taki, Alireza Roodaki, Seyed Kamaledin Setarehdan, Sara Avansari, Gözde B. Ünal, Nassir Navab
An IVUS image-based approach for improvement of coronary plaque characterization. Comput. Biol. Medicine 43 (4) (2013)
Leonardo O. Iheme, Devrim Ünay, Osman Baskaya, Ahmet Sennaz, Melek Kandemir, Z. Betül Yalçiner, M. Savas Tepe, Turgay Kahraman, Gözde B. Ünal
Concordance between computer-based neuroimaging findings and expert assessments in dementia grading. SIU (2013)
Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Florez-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17 (8) (2013)
Suheyla Cetin, Gözde B. Ünal, Muzaffer Degertekin
An automatic branch and stenoses detection in computed tomography angiography. ISBI (2012)
Gözde B. Ünal
Corrigendum to "Nonparametric joint shape learning for customized shape modeling" [Comput. Med. Imaging Graph. 34(2010) 298-307]. Comput. Medical Imaging Graph. 36 (4) (2012)
Ali Demir, Mustafa Unel, Rachid Deriche, Gözde B. Ünal
Elliptic fourier features of brain white matter pathways. SIU (2012)
Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab
Translation, Scale, and Deformation Weighted Polar Active Contours. J. Math. Imaging Vis. 44 (3) (2012)
Andac Hamamci, Nadir Kucuk, Kutlay Karaman, Kayihan Engin, Gözde B. Ünal
Tumor-Cut: Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications. IEEE Trans. Medical Imaging 31 (3) (2012)
Osman Baskaya, Melek Kandemir, M. Savas Tepe, M. Acar, Gözde B. Ünal, Z. Betül Yalçiner, Devrim Ünay
Inter-hemispheric atrophy better correlates with expert ratings than hemispheric cortical atrophy. SIU (2012)
Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab
A Sobolev-type metric for polar active contours. CVPR (2011)
Hanife Kebapci, Berrin A. Yanikoglu, Gözde B. Ünal
Plant Image Retrieval Using Color, Shape and Texture Features. Comput. J. 54 (9) (2011)
Gözde B. Ünal, Delphine Nain, Gregory G. Slabaugh, Tong Fang
Generating shapes by analogies: An application to hearing aid design. Comput. Aided Des. 43 (1) (2011)
Mustafa Gökhan Uzunbas, Octavian Soldea, Devrim Ünay, Mert Cetin, Gözde B. Ünal, Aytül Erçil, Ahmet Ekin
Coupled Nonparametric Shape and Moment-Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation. IEEE Trans. Medical Imaging 29 (12) (2010)
Gözde B. Ünal
Nonparametric joint shape learning for customized shape modeling. Comput. Medical Imaging Graph. 34 (4) (2010)
Gözde B. Ünal, Gaurav Sharma, Reiner Eschbach
Efficient Classification of Scanned Media Using Spatial Statistics. Int. J. Pattern Recognit. Artif. Intell. 24 (6) (2010)
Gözde B. Ünal, Stéphane Guy Carlier
In-vivo optical coherence tomography image analysis. ISBI (2010)
Gözde Gül Isgüder, Gözde B. Ünal, Martin Groher, Nassir Navab, Ali Kemal Kalkan, Muzaffer Degertekin, Holger Hetterich, Johannes Rieber
Manifold Learning for Image-Based Gating of Intravascular Ultrasound(IVUS) Pullback Sequences. MIAR (2010)
Mustafa Gökhan Uzunbas, Octavian Soldea, Müjdat Çetin, Gözde B. Ünal, Aytül Erçil, Devrim Ünay, Ahmet Ekin, Zeynep Firat
Multi-object segmentation using coupled nonparametric shape and relative pose priors. Computational Imaging (2009)
Alexander Zouhar, Sajjad Baloch, Sergei Azernikov, Claus Bahlmann, Gözde B. Ünal, Tong Fang, Siegfried Fuchs
Freeform shape clustering for customized design automation. ICCV Workshops (2009)
Olivier Pauly, Gözde B. Ünal, Gregory G. Slabaugh, Stephane G. Carlier, Tong Fang
Semi-automatic matching of OCT and IVUS images for image fusion. Medical Imaging: Image Processing (2008)
Gregory G. Slabaugh, Tong Fang, Fred McBagonluri, Alexander Zouhar, Rupen Melkisetoglu, Hui Xie, Gözde B. Ünal
3-D shape modeling for hearing aid design [Applications Corner]. IEEE Signal Process. Mag. 25 (5) (2008)
Greg G. Slabaugh, Gözde B. Ünal, Ti-Chiun Chang
Information-Theoretic Feature Detection in Ultrasound Images. EMBC (2006)
Reiner Eschbach, Gaurav Sharma, Gözde B. Ünal
What color is it? Color Imaging: Processing, Hardcopy, and Applications (2005)