Ilker Ersoy

Orcid: 0000-0003-2650-4496

According to our database1, Ilker Ersoy authored at least 29 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Automated Detection of Poultry Farms from Aerial Images for Actionable AI System toward Biosecurity Applications.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2021
DRPnet: automated particle picking in cryo-electron micrographs using deep regression.
BMC Bioinform., 2021

2019
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Pattern Recognit. Lett., 2019

2018
Deep learning approaches in electron microscopy imaging for mitochondria segmentation.
Int. J. Data Min. Bioinform., 2018

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

2017
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

CNN-based image analysis for malaria diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.
Proceedings of the AMIA 2016, 2016

Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.
Proceedings of the AMIA 2016, 2016

2015
A Scalable Architecture for Operational FMV Exploitation.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 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

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

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

2011
Parallel flux tensor analysis for efficient moving object detection.
Proceedings of the 14th International Conference on Information Fusion, 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
Tracking cells in Life Cell Imaging videos using topological alignments.
Algorithms Mol. Biol., 2009

Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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

Cell segmentation using Hessian-based detection and contour evolution with directional derivatives.
Proceedings of the International Conference on Image Processing, 2008

2007
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy.
Proceedings of the Advances in Multimedia Information Processing, 2007

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

2004
Performance Evaluation of Block-Based Motion Estimation Algorithms and Distortion Measures.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 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

A Model-Based Approach for Compression of Fingerprint Images.
Proceedings of the 1999 International Conference on Image Processing, 1999

1996
Compression of fingerprint images using hybrid image model.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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