Neslihan Bayramoglu

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 11

Top Topics

Gabor Filtering

Texture Analysis

Top Venues

ECCV Workshops (3)

Publications

Neslihan Bayramoglu, Martin Englund, Ida K. Haugen, Muneaki Ishijima, Simo Saarakkala
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data and Symptomatic Assessments. CoRR (2023)
Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala
Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis. Int. J. Medical Informatics 157 (2022)
Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala
Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST). CoRR (2021)
Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala
Machine Learning Based Texture Analysis of Patella from X-Rays for Detecting Patellofemoral Osteoarthritis. CoRR (2021)
Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala
A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection. CoRR (2020)
Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala
) Descriptor for Radiological Osteoarthritis Detection. MIUA (2020)
Neslihan Bayramoglu, Aleksei Tiulpin, Jukka Hirvasniemi, Miika T. Nieminen, Simo Saarakkala
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. CoRR (2019)
Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Janne Heikkilä
Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks. ICCV Workshops (2017)
Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
Deep learning for magnification independent breast cancer histopathology image classification. ICPR (2016)
Neslihan Bayramoglu, A. Aydin Alatan
Comparison of 3D local and global descriptors for similarity retrieval of range data. Neurocomputing 184 (2016)
Neslihan Bayramoglu, Janne Heikkilä
Transfer Learning for Cell Nuclei Classification in Histopathology Images. ECCV Workshops (3) (2016)
Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund, Matthias Nees, Janne Heikkilä
A novel feature descriptor based on microscopy image statistics. ICIP (2015)
Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
Human Epithelial Type 2 cell classification with convolutional neural networks. BIBE (2015)
Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Malin Akerfelt, Matthias Nees, Juho Kannala, Janne Heikkilä
Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach. ICPR (2014)
Neslihan Bayramoglu, Guoying Zhao, Matti Pietikäinen
CS-3DLBP and geometry based person independent 3D facial action unit detection. ICB (2013)
Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen
Combining Textural and Geometrical Descriptors for Scene Recognition. ECCV Workshops (2) (2012)
Neslihan Bayramoglu, A. Aydin Alatan
Lossless description of 3D range models. Visual Information Processing and Communication (2012)
Neslihan Bayramoglu, A. Aydin Alatan
Shape Index SIFT: Range Image Recognition Using Local Features. ICPR (2010)