Okan Bilge Özdemir

According to our database, Okan Bilge Özdemir authored at least 12 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

3D-CNN and Autoencoder-Based Gas Detection in Hyperspectral Images.

Okan Bilge Özdemir, Alper Koz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Ground-Based Hyperspectral Image Surveillance System for Explosive Detection: Methods, Experiments, and Comparisons.

Mustafa Kütük, Izlen Geneci, Okan Bilge Özdemir, Alper Koz, Okan Esentürk, Yasemin Yardimci Çetin, A. Aydin Alatan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

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

PhD thesis, 2020

Neural Network Based Pavement Condition Assessment with Hyperspectral Images.

Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, Hafize Sebnem Düzgün

Remote. Sens., 2020

2016

Hyperspectral unmixing based vegetation detection with segmentation.

Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, H. Sebnem Düzgün

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Signature based vegetation detection on hyperspectral images.

Okan Bilge Özdemir, Hilal Soydan, Yasemin Yardimci Çetin, H. Sebnem Düzgün

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Analysis of land use land cover changes for an abandoned mine site.

Hilal Soydan, H. Sebnem Düzgün, Okan Bilge Özdemir

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Hyperspectral classification using stacked autoencoders with deep learning.

Okan Bilge Özdemir, Ekin Gedik, Yasemin Yardimci Çetin

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Improvement of hyperspectral classification accuracy with limited training data using meanshift segmentation.

Okan Bilge Özdemir, Yasemin Yardimci Çetin

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

METU SPEL: Development af a New Spectral Signature Library for Food Products.

Fatih Ömrüuzun, Okan Bilge Özdemir, Yasemin Yardimci Çetin

Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2014

2013

Improvements on hyperspectral classification algorithms.

Okan Bilge Özdemir, Yasemin Yardimci Çetin

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

The effect of training data on hyperspectral classification algorithms.

Okan Bilge Özdemir, Yasemin Yardimci Çetin

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013