Filiz Bunyak

According to our database1, Filiz Bunyak authored at least 56 papers between 1999 and 2019.

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Bibliography

2019
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Pattern Recognition Letters, 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.
IJDMB, 2018


Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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

Robust Multi-object Tracking for Wide Area Motion Imagery.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

Performance Evaluation of Feature Descriptors for Aerial Imagery Mosaicking.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017
Museed: A mobile image analysis application for plant seed morphometry.
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


Robust multi-object tracking with semantic color correlation.
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

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Semantic Depth Map Fusion for Moving Vehicle Detection in Aerial Video.
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
Automatic Video Content Summarization Using Geospatial Mosaics of Aerial Imagery.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Resilient mobile cognition: Algorithms, innovations, and architectures.
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

Static and Moving Object Detection Using Flux Tensor with Split Gaussian Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012
Coupled edge profile active contours for red blood cell flow analysis.
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

Feature prominence-based weighting scheme for video tracking.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

HEp-2 cell classification in IIF images using Shareboost.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Semi-automated tracking of muscle satellite cells in brightfield microscopy video.
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

Efficient GPU Implementation of the Integral Histogram.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Visualization of Automated and Manual Trajectories in Wide-Area Motion Imagery.
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
Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging.
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

Efficient segmentation using feature-based graph partitioning active contours.
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
Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours.
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.
Journal of Multimedia, 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
Cell Segmentation Using Coupled Level Sets and Graph-Vertex Coloring.
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

Robust Tracking of Migrating Cells Using Four-Color Level Set Segmentation.
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

A multi-hypothesis approach for salient object tracking in visual surveillance.
Proceedings of the 2005 International Conference on Image Processing, 2005

Maintaining Trajectories of Salient Objects for Robust Visual Tracking.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004
A Framework for Trajectory Based Visual Event Retrieval.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

1999
Evolving neural networks applied to predator-evader problem.
Proceedings of the International Joint Conference Neural Networks, 1999


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