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Ilker Ersoy
ORCID
Publication Activity (10 Years)
Years Active: 1996-2023
Publications (10 Years): 11
Top Topics
Convolutional Neural Network
Electron Micrographs
Microscopy Imaging
Skin Lesion
Top Venues
BIBM
AIPR
AMIA
BMC Bioinform.
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Publications
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Yu Li
,
Rana Das
,
Cuong Duong
,
Teng-Teeh Lim
,
Timothy L. Haithcoat
,
Ilker Ersoy
,
Chi-Ren Shyu
Automated Detection of Poultry Farms from Aerial Images for Actionable AI System toward Biosecurity Applications.
AIPR
(2023)
Nguyen P. Nguyen
,
Ilker Ersoy
,
Jacob Gotberg
,
Filiz Bunyak
,
Tommi A. White
DRPnet: automated particle picking in cryo-electron micrographs using deep regression.
BMC Bioinform.
22 (1) (2021)
Zahraa Al-Milaji
,
Ilker Ersoy
,
Adel Hafiane
,
Kannappan Palaniappan
,
Filiz Bunyak
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Pattern Recognit. Lett.
119 (2019)
Nguyen P. Nguyen
,
Ilker Ersoy
,
Tommi A. White
,
Filiz Bunyak
Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression.
BIBM
(2018)
Ali S. Hamad
,
Ilker Ersoy
,
Filiz Bunyak
Improving Nuclei Classification Performance in H&E Stained Tissue Images Using Fully Convolutional Regression Network and Convolutional Neural Network.
AIPR
(2018)
Ismail Oztel
,
Gozde Yolcu
,
Ilker Ersoy
,
Tommi A. White
,
Filiz Bunyak
Deep learning approaches in electron microscopy imaging for mitochondria segmentation.
Int. J. Data Min. Bioinform.
21 (2) (2018)
Ismail Oztel
,
Gozde Yolcu
,
Ilker Ersoy
,
Tommi A. White
,
Filiz Bunyak
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network.
BIBM
(2017)
Zainab Al-Taie
,
Nattaphon Thanintorn
,
Ilker Ersoy
,
Richard D. Hammer
,
Dong Xu
,
Trupti Joshi
,
Dmitriy Shin
Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.
AMIA
(2016)
Nattaphon Thanintorn
,
Juexin Wang
,
Ilker Ersoy
,
Zainab Al-Taie
,
Yuexu Jiang
,
Duolin Wang
,
Megha Verma
,
Trupti Joshi
,
Richard D. Hammer
,
Dong Xu
,
Dmitriy Shin
RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.
PSB
(2016)
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
CNN-based image analysis for malaria diagnosis.
BIBM
(2016)
Pericles S. Giannaris
,
Zainab Al-Taie
,
Nattaphon Thanintorn
,
Ilker Ersoy
,
Chi-Ren Shyu
,
Richard D. Hammer
,
Dmitriy Shin
RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.
AMIA
(2016)
Filiz Bunyak
,
Adel Hafiane
,
Zahraa Al-Milaji
,
Ilker Ersoy
,
Anoop Haridas
,
Kannappan Palaniappan
A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images.
BIBM
(2015)
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
A Scalable Architecture for Operational FMV Exploitation.
ICCV Workshops
(2015)
Ilker Ersoy
,
Filiz Bunyak
,
John M. Higgins
,
Kannappan Palaniappan
Coupled edge profile active contours for red blood cell flow analysis.
ISBI
(2012)
Ilker Ersoy
,
Filiz Bunyak
,
Jing Peng
,
Kannappan Palaniappan
HEp-2 cell classification in IIF images using Shareboost.
ICPR
(2012)
Kannappan Palaniappan
,
Ilker Ersoy
,
Guna Seetharaman
,
Shelby R. Davis
,
Praveen Kumar
,
Raghuveer M. Rao
,
Richard W. Linderman
Parallel flux tensor analysis for efficient moving object detection.
FUSION
(2011)
Kannappan Palaniappan
,
Filiz Bunyak
,
Praveen Kumar
,
Ilker Ersoy
,
Stefan Jäger
,
Koyeli Ganguli
,
Anoop Haridas
,
Joshua Fraser
,
Raghuveer M. Rao
,
Guna Seetharaman
Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video.
FUSION
(2010)
Ilker Ersoy
,
Filiz Bunyak
,
Vadim Chagin
,
M. Christina Cardoso
,
Kannappan Palaniappan
Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging.
MICCAI (1)
(2009)
Axel Mosig
,
Stefan Jäger
,
Chaofeng Wang
,
Sumit Kumar Nath
,
Ilker Ersoy
,
Kannappan Palaniappan
,
Su-Shing Chen
Tracking cells in Life Cell Imaging videos using topological alignments.
Algorithms Mol. Biol.
4 (2009)
Ilker Ersoy
,
Filiz Bunyak
,
Michael A. Mackey
,
Kannappan Palaniappan
Cell segmentation using Hessian-based detection and contour evolution with directional derivatives.
ICIP
(2008)
Ilker Ersoy
,
Filiz Bunyak
,
Kannappan Palaniappan
,
Mingzhai Sun
,
Gabor Forgacs
Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours.
MICCAI (1)
(2008)
Kannappan Palaniappan
,
Ilker Ersoy
,
Sumit Kumar Nath
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy.
PCM
(2007)
Filiz Bunyak
,
Ilker Ersoy
,
S. R. Subramanya
A multi-hypothesis approach for salient object tracking in visual surveillance.
ICIP (2)
(2005)
Filiz Bunyak
,
Ilker Ersoy
,
S. R. Subramanya
Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation.
WACV/MOTION
(2005)
S. R. Subramanya
,
Hiral Patel
,
Ilker Ersoy
Performance Evaluation of Block-Based Motion Estimation Algorithms and Distortion Measures.
ITCC (2)
(2004)
Ilker Ersoy
,
Filiz Bunyak
,
S. R. Subramanya
A Framework for Trajectory Based Visual Event Retrieval.
ITCC (2)
(2004)
Shivakumar Viswanathan
,
Ilker Ersoy
,
Filiz Bunyak
,
Cihan H. Dagli
Evolving neural networks applied to predator-evader problem.
IJCNN
(1999)
Ilker Ersoy
,
Fikret Erçal
,
Muhittin Gökmen
A Model-Based Approach for Compression of Fingerprint Images.
ICIP (2)
(1999)
Muhittin Gökmen
,
Ilker Ersoy
,
Anil K. Jain
Compression of fingerprint images using hybrid image model.
ICIP (3)
(1996)