Filiz Bunyak
Orcid: 0000-0002-0421-6920
According to our database1,
Filiz Bunyak
authored at least 96 papers
between 1999 and 2024.
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Bibliography
2024
DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation.
Int. J. Comput. Vis., 2024
2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations.
Proceedings of the IEEE International Conference on Image Processing, 2023
CNT-NeRF: Carbon Nanotube Forest Depth Layer Decomposition in SEM Imagery using Generative Adversarial Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
Deep Style Transfer for Generation of Photo-realistic Synthetic Images of CNT Forests.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
Multi-Loss Topology-Aware Deep Learning Network for Segmentation of Vessels in Microscopy Images.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
2022
LARNet-STC: Spatio-temporal orthogonal region selection network for laryngeal closure detection in endoscopy videos.
Comput. Biol. Medicine, 2022
Self-supervised Orientation-Guided Deep Network for Segmentation of Carbon Nanotubes in SEM Imagery.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Axon and Myelin Sheath Segmentation in Electron Microscopy Images using Meta Learning.
Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 2022
2021
DRPnet: automated particle picking in cryo-electron micrographs using deep regression.
BMC Bioinform., 2021
Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
DMNet: Dual-Stream Marker Guided Deep Network for Dense Cell Segmentation and Lineage Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Impact of Georegistration Accuracy on Wide Area Motion Imagery Object Detection and Tracking.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021
Ensemble of Deep Learning Cascades for Segmentation of Blood Vessels in Confocal Microscopy Images.
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021
Mitochondria Instance Segmentation in Electron Microscopy Image Volumes using 3D Deep Learning Networks.
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021
Proceedings of the 14th Eurographics Workshop on 3D Object Retrieval, 2021
2020
J. Ambient Intell. Humaniz. Comput., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Ensemble Of Deep Cascades For Detection Of Laryngeal Adductor Reflex Events In Endoscopy Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Orthogonal Region Selection Network for Laryngeal Closure Detection in Laryngoscopy Videos.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Evaluation of Different Decision Fusion Mechanisms for Robust Moving Object Detection.
Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020
Semi-automatic System for Rapid Annotation of Moving Objects in Surveillance Videos using Deep Detection and Multi-object Tracking Techniques.
Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020
2019
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Pattern Recognit. Lett., 2019
Facial expression recognition for monitoring neurological disorders based on convolutional neural network.
Multim. Tools Appl., 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Automated Segmentation of the Vocal Folds in Laryngeal Endoscopy Videos Using Deep Convolutional Regression Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Multi-Cue Vehicle Detection for Semantic Video Compression in Georegistered Aerial Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Exploration of Carbon Nanotube Forest Synthesis-Structure Relationships Using Physics-Based Simulation and Machine Learning.
Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019
Performance Evaluation of Semantic Video Compression using Multi-cue Object Detection.
Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019
2018
iFER: facial expression recognition using automatically selected geometric eye and eyebrow features.
J. Electronic Imaging, 2018
Deep learning approaches in electron microscopy imaging for mitochondria segmentation.
Int. J. Data Min. Bioinform., 2018
VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
Multi-object Tracking Cascade with Multi-Step Data Association and Occlusion Handling.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
Improving Nuclei Classification Performance in H&E Stained Tissue Images Using Fully Convolutional Regression Network and Convolutional Neural Network.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Development of semi-automatic procedure for detection and tracking of fiducial markers for orofacial kinematics during natural feeding.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Deep learning-based facial expression recognition for monitoring neurological disorders.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
Vehicle Tracking in Wide Area Motion Imagery using KC- LoFT Multi-Feature Discriminative Modeling.
Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017
2016
Moving object detection for vehicle tracking in Wide Area Motion Imagery using 4D filtering.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
CS-LoFT: Color and scale adaptive tracking using max-pooling with bhattacharyya distance.
Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016
2015
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Proceedings of the 33rd IEEE International Conference on Computer Design, 2015
Interactive Segmentation Relabeling for Classification of Whole-Slide Histopathology Imagery.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Multi-focus image fusion using epifluorescence microscopy for robust vascular segmentation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Realtime motion detection based on the spatio-temporal median filter using GPU integral histograms.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Persistent target tracking using likelihood fusion in wide-area and full motion video sequences.
Proceedings of the 15th International Conference on Information Fusion, 2012
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012
2011
Proceedings of the 15th International Conference on Information Visualisation, 2011
2010
Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video.
Proceedings of the 13th Conference on Information Fusion, 2010
2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Evaluation of Level Wet-Based Histology Image Segmentation Using Geometric Region Criteria.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Level Set-Based Fast Multi-phase Graph Partitioning Active Contours Using Constant Memory.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Cell segmentation using Hessian-based detection and contour evolution with directional derivatives.
Proceedings of the International Conference on Image Processing, 2008
Fuzzy Clustering and Active Contours for Histopathology Image Segmentation and Nuclei Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
2007
Flux Tensor Constrained Geodesic Active Contours with Sensor Fusion for Persistent Object Tracking.
J. Multim., 2007
Geodesic Active Contour Based Fusion of Visible and Infrared Video for Persistent Object Tracking.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007
Accurate Spatial Neighborhood Relationships for Arbitrarily-Shaped Objects Using Hamilton-Jacobi GVD.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Quantitative cell motility for in vitro wound healing using level set-based active contour tracking.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006
2005
Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
1999
Proceedings of the International Joint Conference Neural Networks, 1999