I am a researcher at the DIOS (Diagnostics of Osteoarthritis) group @ Research Unit of Medical Imaging, Physics and Technology (MIPT), University of Oulu. Before joining to DIOS, I was a researcher at the Center for Machine Vision and Signal Analysis at the University of Oulu, Finland.
My research interests are (bio)medical image analysis, 3D scene analysis, object segmentation, image classification, feature description, and similarity retrieval.

Contact:

Research Unit of Medical Imaging, Physics and Technology (MIPT)
University of Oulu
Finland
Email : firstname.lastname(at)oulu.fi .



Research

(Bio)Medical Image Analysis

Place Recognition

Feature Description and Matching

3D Facial Expression Recognition

Shape Retrieval

Shape Description

Publications

ICCV-BIC Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks
2017 Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Janne Heikkilä
Toolbox A MATLAB Toolbox for Hyperspectral Data (for ENVI Format)
2017 Neslihan Bayramoglu
ECCV-WS Transfer Learning for Cell Nuclei Classification in Histopathology Images
2016 Neslihan Bayramoglu, Janne Heikkilä
ICPR Deep Learning for Magnification Independent Breast Cancer Histopathology Image Classification
2016 Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
BIBE Human Epithelial Type 2 Cell Classification with Convolutional Neural Networks
2015 Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
Neurocomputing Comparison of 3D Local and Global Descriptors for Similarity Retrieval of Range Data
2015 Neslihan Bayramoglu, A. Aydin Alatan
Oncotarget Automated tracking of tumor-stroma morphology in microtissues identifies targets within the tumor microenvironment for therapeutic intervention
2015 Malin Åkerfelt, Neslihan Bayramoglu, Sean Robinson, Mervi Toriseva, Hannu-Pekka Schukov, Ville Härmä, Johannes Virtanen, Mika Kaakinen, Lauri Eklund, Juho Kannala, Janne Heikkilä, Matthias Nees
ICIP A novel feature descriptor based on microscopy image statistics
2015 Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund,Matthias Nees, Janne Heikkilä
ICPR Detection of tumor cell spheroids from co-cultures using phase contrast images and machine learning approach
2014 Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Malin Akerfelt , Matthias Nees, Juho Kannala, Janne Heikkilä
ICB CS-3DLBP and geometry based person independent 3D facial action unit detection
2013 Neslihan Bayramoglu, Guoying Zhao, and Matti Pietikäinen
ECCV-WS Combining Textural and Geometrical Descriptors for Scene Recognition
2012 Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen
SPIE Lossless description of 3D range models
2012 Neslihan Bayramoglu, A. Aydin Alatan
ICPR Shape index SIFT: Range image recognition using local features
2010 Neslihan Bayramoglu, A. Aydin Alatan
SIU Range image recognition using invariant local features
2010 Neslihan Bayramoglu, A. Aydin Alatan
3DTV-CON Utilization of spatial information for point cloud segmentation
2010 Oytun Akman, Neslihan Bayramoglu, A. Aydin Alatan, Pieter Jonker
CLAWAR Integration of 2D images and range data for object segmentation and recognition
2009 Neslihan Bayramoglu, Oytun Akman, A. Aydin Alatan, Pieter Jonker
SIU Segmentation driven semantic information inference from 2.5 D data
2009 Neslihan Bayramoglu, A. Aydin Alatan
EUROCON Recursive Shortest Spanning Tree Algorithms for Image Segmentation
2005 Neslihan Bayramoglu, Cuneyt Bazlamacci