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ORCIDIlker Ersoy
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2020 – today
- 2024
[c26]Feride Tanrikulu, Timothy L. Haithcoat, Grant J. Scott, Matthew Foulkes, Ilker Ersoy:
Land Valuation Using an Innovative Model Combining Machine Learning and Spatial Context. IGARSS 2024: 4688-4692- 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 - 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)
2010 – 2019
- 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) - [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
2000 – 2009
- 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) - [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-
1990 – 1999
- 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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