Ilker Ersoy

According to our database, Ilker Ersoy authored at least 30 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Land Valuation Using an Innovative Model Combining Machine Learning and Spatial Context.

Feride Tanrikulu, Timothy L. Haithcoat, Grant J. Scott, Matthew Foulkes, Ilker Ersoy

Proceedings of the IGARSS 2024, 2024

2023

Automated Detection of Poultry Farms from Aerial Images for Actionable AI System toward Biosecurity Applications.

Yu Li, Rana Das, Cuong Duong, Teng-Teeh Lim, Timothy L. Haithcoat, Ilker Ersoy, Chi-Ren Shyu

Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2021

DRPnet: automated particle picking in cryo-electron micrographs using deep regression.

Nguyen P. Nguyen, Ilker Ersoy, Jacob Gotberg, Filiz Bunyak, Tommi A. White

BMC Bioinform., 2021

2019

Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.

Zahraa Al-Milaji, Ilker Ersoy, Adel Hafiane, Kannappan Palaniappan, Filiz Bunyak

Pattern Recognit. Lett., 2019

2018

Deep learning approaches in electron microscopy imaging for mitochondria segmentation.

Ismail Oztel, Gozde Yolcu, Ilker Ersoy, Tommi A. White, Filiz Bunyak

Int. J. Data Min. Bioinform., 2018

Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression.

Nguyen P. Nguyen, Ilker Ersoy, Tommi A. White, Filiz Bunyak

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.

Ali S. Hamad, Ilker Ersoy, Filiz Bunyak

Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017

Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network.

Ismail Oztel, Gozde Yolcu, Ilker Ersoy, Tommi A. White, Filiz Bunyak

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.

Nattaphon Thanintorn, Juexin Wang, Ilker Ersoy, Zainab Al-Taie, Yuexu Jiang, Duolin Wang, Megha Verma, Trupti Joshi, Richard D. Hammer, Dong Xu, Dmitriy Shin

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

CNN-based image analysis for malaria diagnosis.

Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.

Pericles S. Giannaris, Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Chi-Ren Shyu, Richard D. Hammer, Dmitriy Shin

Proceedings of the AMIA 2016, 2016

Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.

Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Richard D. Hammer, Dong Xu, Trupti Joshi, Dmitriy Shin

Proceedings of the AMIA 2016, 2016

2015

A Scalable Architecture for Operational FMV Exploitation.

William R. Thissell, Robert Czajkowski, Frank Schrenk, Timothy Selway, Anthony J. Ries, Shamoli Patel, Patricia L. McDermott, Rod Moten, Ron Rudnicki, Guna Seetharaman, Ilker Ersoy, Kannappan Palaniappan

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.

Filiz Bunyak, Adel Hafiane, Zahraa Al-Milaji, Ilker Ersoy, Anoop Haridas, Kannappan Palaniappan

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2012

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

Ilker Ersoy, Filiz Bunyak, John M. Higgins, Kannappan Palaniappan

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

HEp-2 cell classification in IIF images using Shareboost.

Ilker Ersoy, Filiz Bunyak, Jing Peng, Kannappan Palaniappan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Parallel flux tensor analysis for efficient moving object detection.

Kannappan Palaniappan, Ilker Ersoy, Guna Seetharaman, Shelby R. Davis, Praveen Kumar, Raghuveer M. Rao, Richard W. Linderman

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.

Kannappan Palaniappan, Filiz Bunyak, Praveen Kumar, Ilker Ersoy, Stefan Jäger, Koyeli Ganguli, Anoop Haridas, Joshua Fraser, Raghuveer M. Rao, Guna Seetharaman

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Tracking cells in Life Cell Imaging videos using topological alignments.

Axel Mosig, Stefan Jäger, Chaofeng Wang, Sumit Kumar Nath, Ilker Ersoy, Kannappan Palaniappan, Su-Shing Chen

Algorithms Mol. Biol., 2009

Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging.

Ilker Ersoy, Filiz Bunyak, Vadim Chagin, M. Christina Cardoso, Kannappan Palaniappan

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008

Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours.

Ilker Ersoy, Filiz Bunyak, Kannappan Palaniappan, Mingzhai Sun, Gabor Forgacs

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Cell segmentation using Hessian-based detection and contour evolution with directional derivatives.

Ilker Ersoy, Filiz Bunyak, Michael A. Mackey, Kannappan Palaniappan

Proceedings of the International Conference on Image Processing, 2008

2007

Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy.

Kannappan Palaniappan, Ilker Ersoy, Sumit Kumar Nath

Proceedings of the Advances in Multimedia Information Processing, 2007

2005

Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation.

Filiz Bunyak, Ilker Ersoy, S. R. Subramanya

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.

Filiz Bunyak, Ilker Ersoy, S. R. Subramanya

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Performance Evaluation of Block-Based Motion Estimation Algorithms and Distortion Measures.

S. R. Subramanya, Hiral Patel, Ilker Ersoy

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Framework for Trajectory Based Visual Event Retrieval.

Ilker Ersoy, Filiz Bunyak, S. R. Subramanya

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

1999

Evolving neural networks applied to predator-evader problem.

Shivakumar Viswanathan, Ilker Ersoy, Filiz Bunyak, Cihan H. Dagli

Proceedings of the International Joint Conference Neural Networks, 1999

A Model-Based Approach for Compression of Fingerprint Images.

Ilker Ersoy, Fikret Erçal, Muhittin Gökmen

Proceedings of the 1999 International Conference on Image Processing, 1999

1996

Compression of fingerprint images using hybrid image model.

Muhittin Gökmen, Ilker Ersoy, Anil K. Jain

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996