Ilker Ersoy

30 papers B 3C 3Misc 3Journal 4Unranked 17
YearRankTypeTitle / Venue / Authors
2024 C conf
Land Valuation Using an Innovative Model Combining Machine Learning and Spatial Context.
IGARSS
Feride Tanrikulu, Timothy L. Haithcoat, Grant J. Scott, Matthew Foulkes, Ilker Ersoy
2023 — conf
Automated Detection of Poultry Farms from Aerial Images for Actionable AI System toward Biosecurity Applications.
AIPR
Yu Li, Rana Das, Cuong Duong, Teng-Teeh Lim, Timothy L. Haithcoat, Ilker Ersoy, Chi-Ren Shyu
2021 J jnl
DRPnet: automated particle picking in cryo-electron micrographs using deep regression.
BMC Bioinform.
Nguyen P. Nguyen, Ilker Ersoy, Jacob Gotberg, Filiz Bunyak, Tommi A. White
2019 J jnl
Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Pattern Recognit. Lett.
Zahraa Al-Milaji, Ilker Ersoy, Adel Hafiane, Kannappan Palaniappan, Filiz Bunyak
2018 — conf
Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression.
BIBM
Nguyen P. Nguyen, Ilker Ersoy, Tommi A. White, Filiz Bunyak
2018 J jnl
Deep learning approaches in electron microscopy imaging for mitochondria segmentation.
Int. J. Data Min. Bioinform.
Ismail Oztel, Gozde Yolcu, Ilker Ersoy, Tommi A. White, Filiz Bunyak
2018 — conf
Improving Nuclei Classification Performance in H&E Stained Tissue Images Using Fully Convolutional Regression Network and Convolutional Neural Network.
AIPR
Ali S. Hamad, Ilker Ersoy, Filiz Bunyak
2017 — conf
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network.
BIBM
Ismail Oztel, Gozde Yolcu, Ilker Ersoy, Tommi A. White, Filiz Bunyak
2016 — conf
CNN-based image analysis for malaria diagnosis.
BIBM
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
2016 Misc conf
Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.
AMIA
Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Richard D. Hammer, Dong Xu, Trupti Joshi, Dmitriy Shin
2016 Misc conf
RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.
PSB
Nattaphon Thanintorn, Juexin Wang, Ilker Ersoy, Zainab Al-Taie, Yuexu Jiang, Duolin Wang, Megha Verma, Trupti Joshi, Richard D. Hammer, Dong Xu, Dmitriy Shin
2016 Misc conf
RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.
AMIA
Pericles S. Giannaris, Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Chi-Ren Shyu, Richard D. Hammer, Dmitriy Shin
2015 — conf
A Scalable Architecture for Operational FMV Exploitation.
ICCV Workshops
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
2015 — conf
A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images.
BIBM
Filiz Bunyak, Adel Hafiane, Zahraa Al-Milaji, Ilker Ersoy, Anoop Haridas, Kannappan Palaniappan
2012 — conf
Coupled edge profile active contours for red blood cell flow analysis.
ISBI
Ilker Ersoy, Filiz Bunyak, John M. Higgins, Kannappan Palaniappan
2012 B conf
HEp-2 cell classification in IIF images using Shareboost.
ICPR
Ilker Ersoy, Filiz Bunyak, Jing Peng, Kannappan Palaniappan
2011 C conf
Parallel flux tensor analysis for efficient moving object detection.
FUSION
Kannappan Palaniappan, Ilker Ersoy, Guna Seetharaman, Shelby R. Davis, Praveen Kumar, Raghuveer M. Rao, Richard W. Linderman
2010 C conf
Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video.
FUSION
Kannappan Palaniappan, Filiz Bunyak, Praveen Kumar, Ilker Ersoy, Stefan Jäger, Koyeli Ganguli, Anoop Haridas, Joshua Fraser, Raghuveer M. Rao, Guna Seetharaman
2009 — conf
Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging.
MICCAI (1)
Ilker Ersoy, Filiz Bunyak, Vadim Chagin, M. Christina Cardoso, Kannappan Palaniappan
2009 J jnl
Tracking cells in Life Cell Imaging videos using topological alignments.
Algorithms Mol. Biol.
Axel Mosig, Stefan Jäger, Chaofeng Wang, Sumit Kumar Nath, Ilker Ersoy, Kannappan Palaniappan, Su-shing Chen
2008 — conf
Cell Spreading Analysis with Directed Edge Profile-Guided Level Set Active Contours.
MICCAI (1)
Ilker Ersoy, Filiz Bunyak, Kannappan Palaniappan, Mingzhai Sun, Gabor Forgacs
2008 B conf
Cell segmentation using Hessian-based detection and contour evolution with directional derivatives.
ICIP
Ilker Ersoy, Filiz Bunyak, Michael A. Mackey, Kannappan Palaniappan
2007 — conf
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy.
PCM
Kannappan Palaniappan, Ilker Ersoy, Sumit Kumar Nath
2005 — conf
A multi-hypothesis approach for salient object tracking in visual surveillance.
ICIP (2)
Filiz Bunyak, Ilker Ersoy, S. R. Subramanya
2005 — conf
Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation.
WACV/MOTION
Filiz Bunyak, Ilker Ersoy, S. R. Subramanya
2004 — conf
A Framework for Trajectory Based Visual Event Retrieval.
ITCC (2)
Ilker Ersoy, Filiz Bunyak, S. R. Subramanya
2004 — conf
Performance Evaluation of Block-Based Motion Estimation Algorithms and Distortion Measures.
ITCC (2)
S. R. Subramanya, Hiral Patel, Ilker Ersoy
1999 — conf
A Model-Based Approach for Compression of Fingerprint Images.
ICIP (2)
Ilker Ersoy, Fikret Erçal, Muhittin Gökmen
1999 B conf
Evolving neural networks applied to predator-evader problem.
IJCNN
Shivakumar Viswanathan, Ilker Ersoy, Filiz Bunyak, Cihan H. Dagli
1996 — conf
Compression of fingerprint images using hybrid image model.
ICIP (3)
Muhittin Gökmen, Ilker Ersoy, Anil K. Jain