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Ilker Ersoy
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Journal Articles
- 2021
- [j4]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): 55 (2021) - 2019
- [j3]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: 214-221 (2019) - 2018
- [j2]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): 91-106 (2018) - 2009
- [j1]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)
Conference and Workshop Papers
- 2023
- [c25]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: 1-4 - 2018
- [c24]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: 1-6 - [c23]Nguyen P. Nguyen, Ilker Ersoy, Tommi A. White, Filiz Bunyak
:
Automated Particle Picking in Cryo-Electron Micrographs using Deep Regression. BIBM 2018: 2453-2460 - 2017
- [c22]Ismail Oztel, Gozde Yolcu, Ilker Ersoy
, Tommi A. White, Filiz Bunyak
:
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network. BIBM 2017: 1195-1200 - 2016
- [c21]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 - [c20]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 - [c19]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: 493-496 - [c18]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: 417-428 - 2015
- [c17]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: 450-453 - [c16]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: 1062-1070 - 2012
- [c15]Ilker Ersoy, Filiz Bunyak, Jing Peng, Kannappan Palaniappan:
HEp-2 cell classification in IIF images using Shareboost. ICPR 2012: 3362-3365 - [c14]Ilker Ersoy
, Filiz Bunyak
, John M. Higgins, Kannappan Palaniappan:
Coupled edge profile active contours for red blood cell flow analysis. ISBI 2012: 748-751 - 2011
- [c13]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: 1-8 - 2010
- [c12]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: 1-8 - 2009
- [c11]Ilker Ersoy
, Filiz Bunyak
, Vadim Chagin, M. Christina Cardoso, Kannappan Palaniappan:
Segmentation and Classification of Cell Cycle Phases in Fluorescence Imaging. MICCAI (1) 2009: 617-624 - 2008
- [c10]Ilker Ersoy
, Filiz Bunyak
, Michael A. Mackey, Kannappan Palaniappan:
Cell segmentation using Hessian-based detection and contour evolution with directional derivatives. ICIP 2008: 1804-1807 - [c9]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: 376-383 - 2007
- [c8]Kannappan Palaniappan, Ilker Ersoy, Sumit Kumar Nath:
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy. PCM 2007: 483-493 - 2005
- [c7]Filiz Bunyak
, Ilker Ersoy
, S. R. Subramanya:
A multi-hypothesis approach for salient object tracking in visual surveillance. ICIP (2) 2005: 446-449 - [c6]Filiz Bunyak
, Ilker Ersoy
, S. R. Subramanya:
Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation. WACV/MOTION 2005: 510-515 - 2004
- [c5]S. R. Subramanya, Hiral Patel, Ilker Ersoy
:
Performance Evaluation of Block-Based Motion Estimation Algorithms and Distortion Measures. ITCC (2) 2004: 2-7 - [c4]Ilker Ersoy
, Filiz Bunyak
, S. R. Subramanya:
A Framework for Trajectory Based Visual Event Retrieval. ITCC (2) 2004: 23- - 1999
- [c3]Ilker Ersoy, Fikret Erçal, Muhittin Gökmen:
A Model-Based Approach for Compression of Fingerprint Images. ICIP (2) 1999: 973-976 - [c2]Shivakumar Viswanathan, Ilker Ersoy, Filiz Bunyak, Cihan H. Dagli:
Evolving neural networks applied to predator-evader problem. IJCNN 1999: 2394-2397 - 1996
- [c1]Muhittin Gökmen, Ilker Ersoy, Anil K. Jain:
Compression of fingerprint images using hybrid image model. ICIP (3) 1996: 395-398
Coauthor Index
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