Ilker Ersoy

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Electron Micrographs

Microscopy Imaging

Top Venues

Publications

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)