2024
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders.
Pattern Recognit., 2024
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements.
CoRR, 2024
Disentanglement with Factor Quantized Variational Autoencoders.
CoRR, 2024
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting.
CoRR, 2024
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification.
CoRR, 2024
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition.
CoRR, 2024
Continual learning of multi-modal dynamics with external memory.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024
A Study Regarding Machine Unlearning on Facial Attribute Data.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
∊-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
Meta Continual Learning on Graphs with Experience Replay.
Trans. Mach. Learn. Res., 2023
Textile Pattern Generation Using Diffusion Models.
CoRR, 2023
GaussianMLR: Learning Implicit Class Significance via Calibrated Multi-Label Ranking.
CoRR, 2023
Climate Model Driven Seasonal Forecasting Approach with Deep Learning.
CoRR, 2023
TinyPedSeg: A Tiny Pedestrian Segmentation Benchmark for Top-Down Drone Images.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023
SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation.
Proceedings of the AI for Brain Lesion Detection and Trauma Video Action Recognition, 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning.
Proceedings of the Asian Conference on Machine Learning, 2023
2022
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks.
Pattern Recognit., 2022
Single image depth estimation: An overview.
Digit. Signal Process., 2022
RLSEP: Learning Label Ranks for Multi-label Classification.
CoRR, 2022
Symmetry and Variance: Generative Parametric Modelling of Historical Brick Wall Patterns.
CoRR, 2022
How to Combine Variational Bayesian Networks in Federated Learning.
CoRR, 2022
ODFNet: Using orientation distribution functions to characterize 3D point clouds.
Comput. Graph., 2022
Facial Expressions Detection of Children with Hearing Impairment.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
UGQE: Uncertainty Guided Query Expansion.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Evidential Turing Processes.
Proceedings of the Tenth International Conference on Learning Representations, 2022
GAN-based Intrinsic Exploration for Sample Efficient Reinforcement Learning.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022
2021
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs.
IEEE Trans. Geosci. Remote. Sens., 2021
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Medical Image Anal., 2021
Detecting Visual Design Principles in Art and Architecture through Deep Convolutional Neural Networks.
CoRR, 2021
Uncertainty-Based Dynamic Graph Neighborhoods for Medical Segmentation.
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021
Synthesizing Point Cloud Data Set for Historical Dome Systems.
Proceedings of the Computer-Aided Architectural Design. Design Imperatives: The Future is Now, 2021
2020
Relative Depth Estimation as a Ranking Problem.
CoRR, 2020
EfficientSeg: An Efficient Semantic Segmentation Network.
CoRR, 2020
Siralama Sorunu Olarak Nispi Derinlik Tahmini Relative Depth Estimation as a Ranking Problem.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Deshufflegan: A Self-Supervised Gan to Improve Structure Learning.
Proceedings of the IEEE International Conference on Image Processing, 2020
A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation.
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
Medical Imaging with Deep Learning: MIDL 2019 - Extended Abstract Track.
CoRR, 2019
Bandlets on Oriented Graphs: Application to Medical Image Enhancement.
IEEE Access, 2019
Semantic Segmentation with Extended DeepLabv3 Architecture.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
2018
Neighborhood resolved fiber orientation distributions (NRFOD) in automatic labeling of white matter fiber pathways.
Medical Image Anal., 2018
Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation.
CoRR, 2018
Patch-Based Image Inpainting with Generative Adversarial Networks.
CoRR, 2018
Deep Stacked Networks with Residual Polishing for Image Inpainting.
CoRR, 2018
A RNN based time series approach for forecasting turkish electricity load.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
A convolutional neural networks oriented approach for voxel-based 3D object classification.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Turkish lira banknotes classification using deep convolutional neural networks.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Generative Adversarial Training for MRA Image Synthesis Using Multi-contrast MRI.
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
Diffusion MRI Spatial Super-Resolution Using Generative Adversarial Networks.
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
2017
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).
Medical Image Anal., 2017
Semi-automated detection of anterior cruciate ligament injury from MRI.
Comput. Methods Programs Biomed., 2017
Guest editorial of the IJCARS MICCAI 2016 special issue.
Int. J. Comput. Assist. Radiol. Surg., 2017
Cerebral vessel classification with convolutional neural networks.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Inpainting by deep autoencoders using an advisor network.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Classification of brain tissues as lesion or healthy by 3D convolutional neural networks.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
2016
Landmarks inside the shape: Shape matching using image descriptors.
Pattern Recognit., 2016
Adaptive reconstruction for vessel preservation in unenhanced MR angiography.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Shape deformation measures for white matter fibers.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Vessel Orientation Constrained Quantitative Susceptibility Mapping (QSM) Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
IEEE Trans. Medical Imaging, 2015
A Higher-Order Tensor Vessel Tractography for Segmentation of Vascular Structures.
IEEE Trans. Medical Imaging, 2015
Elucidating Intravoxel Geometry in Diffusion-MRI: Asymmetric Orientation Distribution Functions (AODFs) Revealed by a Cone Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Non-rigid 3D Shape Retrieval.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015
2014
Screened Poisson Hyperfields for Shape Coding.
SIAM J. Imaging Sci., 2014
Comput. Medical Imaging Graph., 2014
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Comput. Medical Imaging Graph., 2014
A cerebral blood vessels segmentation method using a flux based second order tensor model.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
2013
Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection.
IEEE Trans. Medical Imaging, 2013
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Medical Image Anal., 2013
An IVUS image-based approach for improvement of coronary plaque characterization.
Comput. Biol. Medicine, 2013
Concordance between computer-based neuroimaging findings and expert assessments in dementia grading.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Functionally weighted track density imaging.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Template-based CTA X-ray angio rigid registration of coronary arteries in frequency domain.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
2012
Tumor-Cut: Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications.
IEEE Trans. Medical Imaging, 2012
Translation, Scale, and Deformation Weighted Polar Active Contours.
J. Math. Imaging Vis., 2012
Corrigendum to "Nonparametric joint shape learning for customized shape modeling" [Comput. Med. Imaging Graph. 34(2010) 298-307].
Comput. Medical Imaging Graph., 2012
Elliptic fourier features of brain white matter pathways.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Inter-hemispheric atrophy better correlates with expert ratings than hemispheric cortical atrophy.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
An automatic branch and stenoses detection in computed tomography angiography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Plant Image Retrieval Using Color, Shape and Texture Features.
Comput. J., 2011
Generating shapes by analogies: An application to hearing aid design.
Comput. Aided Des., 2011
A Sobolev-type metric for polar active contours.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Coupled Nonparametric Shape and Moment-Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation.
IEEE Trans. Medical Imaging, 2010
Efficient Classification of Scanned Media Using Spatial Statistics.
Int. J. Pattern Recognit. Artif. Intell., 2010
Nonparametric joint shape learning for customized shape modeling.
Comput. Medical Imaging Graph., 2010
3D ball skinning using PDEs for generation of smooth tubular surfaces.
Comput. Aided Des., 2010
Anatomical Landmark Based Registration of Contrast Enhanced T1-Weighted MR Images.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Cellular Automata Segmentation of Brain Tumors on Post Contrast MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Manifold Learning for Image-Based Gating of Intravascular Ultrasound(IVUS) Pullback Sequences.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
In-vivo optical coherence tomography image analysis.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
A New 3-D Automated Computational Method to Evaluate In-Stent Neointimal Hyperplasia in In-Vivo Intravascular Optical Coherence Tomography Pullbacks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Plant image retrieval using color and texture features.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009
Volumetric Segmentation of Multiple Basal Ganglia Structures using Nonparametric Coupled shape and Inter-Shape Pose Priors.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
A New Method for Characterization of Coronary Plaque Composition Via Ivus Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Freeform shape clustering for customized design automation.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Multi-object segmentation using coupled nonparametric shape and relative pose priors.
Proceedings of the Computational Imaging VII, 2009
2008
Guest Editorial Introduction to the Special Section on Computer Vision for Intravascular and Intracardiac Imaging.
IEEE Trans. Inf. Technol. Biomed., 2008
Shape-Driven Segmentation of the Arterial Wall in Intravascular Ultrasound Images.
IEEE Trans. Inf. Technol. Biomed., 2008
3-D shape modeling for hearing aid design [Applications Corner].
IEEE Signal Process. Mag., 2008
Estimation of Vector Fields in Unconstrained and Inequality Constrained Variational Problems for Segmentation and Registration.
J. Math. Imaging Vis., 2008
Semi-automatic matching of OCT and IVUS images for image fusion.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Customized Design of Hearing Aids Using Statistical Shape Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Coupled nonparametric shape priors for segmentation of multiple basal ganglia structures.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Variational Skinning of an Ordered Set of Discrete 2D Balls.
Proceedings of the Advances in Geometric Modeling and Processing, 2008
2007
A Variational Approach to Problems in Calibration of Multiple Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Efficient segmentation based on Eikonal and diffusion equations.
Int. J. Comput. Math., 2007
An information-theoretic detector based scheme for registration of speckled medical images.
Proceedings of the IEEE International Conference on Systems, 2007
Variational Guidewire Tracking Using Phase Congruency.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Registration of Ultrasound Images Using an Information-Theoretic Feature Detector.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
A Variational Approach to the Evolution of Radial Basis Functions for Image Segmentation.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Efficient and Robust Segmentations Based on Eikonal and Diffusion PDEs.
Proceedings of the Advances in Machine Vision, 2006
Interacting Active Rectangles for Estimation of Intervertebral Disk Orientation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Semi-Automatic Lymph Node Segmentation in LN-MRI.
,
,
,
,
,
,
,
,
,
,
Proceedings of the International Conference on Image Processing, 2006
Semi-Automatic 3-D Segmentation of Anatomical Structures of Brain MRI Volumes using Graph Cuts.
Proceedings of the International Conference on Image Processing, 2006
Information-Theoretic Feature Detection in Ultrasound Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Ultrasound-Specific Segmentation via Decorrelation and Statistical Region-Based Active Contours.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Anatomically-Aware, Automatic, and Fast Registration of 3D Ear Impression Models.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006
On a Stochastic Model of Geometric Snakes.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
Efficient Incorporation of Optical Flow into Visual Motion Estimation in Tracking.
Proceedings of the Machine Learning and Robot Perception, 2005
Fast incorporation of optical flow into active polygons.
IEEE Trans. Image Process., 2005
Graph cuts segmentation using an elliptical shape prior.
Proceedings of the 2005 International Conference on Image Processing, 2005
Coupled PDEs for Non-Rigid Registration and Segmentation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Active Polyhedron: Surface Evolution Theory Applied to Deformable Meshes.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Color Imaging X: Processing, Hardcopy, and Applications, San Jose, 2005
A Contour-Based Approach to 3D Text Labeling on Triangulated Surfaces.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005
2004
Information-Theoretic Active Polygons for Unsupervised Texture Segmentation.
Int. J. Comput. Vis., 2004
A Variational Approach to Problems in Calibration of Multiple Cameras.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Algorithms for stochastic approximations of curvature flows.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Stochastic differential equations and geometric flows.
IEEE Trans. Image Process., 2002
Unifying probabilistic and variational estimation.
IEEE Signal Process. Mag., 2002
A vertex-based representation of objects in an image.
Proceedings of the 2002 International Conference on Image Processing, 2002
Active Polygon for Object Tracking.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002
2001
Restoration of error-diffused images using projection onto convex sets.
IEEE Trans. Image Process., 2001
2000
Feature-Preserving Flows: A Stochastic Differential Equation's View.
Proceedings of the 2000 International Conference on Image Processing, 2000
A stochastic flow for feature extraction.
Proceedings of the IEEE International Conference on Acoustics, 2000