Okan Bilge Özdemir

15 papers C 2Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A deep ensemble encoder network method for improved polygenic risk score prediction.
BioData Min.
Okan Bilge Özdemir, Raelynn Chen, Olivia Wu, Ruowang Li
2025 J jnl
A novel brain tumor magnetic resonance imaging dataset (Gazi Brains 2020): initial benchmark results and comprehensive analysis.
PeerJ Comput. Sci.
Seref Sagiroglu, Ramazan Terzi, Emrah Celtikci, Alp Özgün Börcek, Yilmaz Atay, Bilgehan Arslan, Mustafa Caglar Sahin, Kerem Nernekli, Mustafa Umut Demirezen, Okan Bilge Özdemir, Kevser Özdem Karaca, Nuh Azginoglu
2025 J jnl
The digital eye for mammography: deep transfer learning and model ensemble based open-source toolkit for mass detection and classification.
Signal Image Video Process.
Ramazan Terzi, Ahmet Enes Kiliç, Gökhan Karaahmetoglu, Okan Bilge Özdemir
2023 J jnl
3D-CNN and Autoencoder-Based Gas Detection in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Okan Bilge Özdemir, Alper Koz
2023 J jnl
Ground-Based Hyperspectral Image Surveillance System for Explosive Detection: Methods, Experiments, and Comparisons.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mustafa Kütük, Izlen Geneci, Okan Bilge Özdemir, Alper Koz, Okan Esentürk, Yasemin Yardimci Çetin, A. Aydin Alatan
2020 J jnl
Neural Network Based Pavement Condition Assessment with Hyperspectral Images.
Remote. Sens.
Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, Hafize Sebnem Düzgün
2020 — —
Optimization and deep learning based multi model abundance estimation and unmixing algorithms for hyperspectral images (Hiperspektral görüntülerde optimizasyon ve derin öğrenme tabanlı çok modelli bolluk tahmini ve ayrıştırma algoritmaları)
Okan Bilge Özdemir
2016 C conf
Hyperspectral unmixing based vegetation detection with segmentation.
IGARSS
Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, H. Sebnem Düzgün
2015 C conf
Analysis of land use land cover changes for an abandoned mine site.
IGARSS
Hilal Soydan, H. Sebnem Düzgün, Okan Bilge Özdemir
2015 — conf
Signature based vegetation detection on hyperspectral images.
SIU
Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, H. Sebnem Düzgün
2014 — conf
Hyperspectral classification using stacked autoencoders with deep learning.
WHISPERS
Okan Bilge Özdemir, Ekin Gedik, Yasemin Yardimci Çetin
2014 — conf
Improvement of hyperspectral classification accuracy with limited training data using meanshift segmentation.
SIU
Okan Bilge Özdemir, Yasemin Yardimci Çetin
2014 — conf
METU SPEL: Development af a New Spectral Signature Library for Food Products.
MDA
Fatih Ömrüuzun, Okan Bilge Özdemir, Yasemin Yardimci Çetin
2013 — conf
Improvements on hyperspectral classification algorithms.
WHISPERS
Okan Bilge Özdemir, Yasemin Yardimci Çetin
2013 — conf
The effect of training data on hyperspectral classification algorithms.
SIU
Okan Bilge Özdemir, Yasemin Yardimci Çetin