Research & Articles

Non‐invasive on‐site Raman study of polychrome and white enamelled glass artefacts in imitation of porcelain assigned to Bernard Perrot and his followers

Philippe Colomban, Burcu Kırmızı

Journal of Raman Spectroscopy

Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features

Evren Kanalici, Gökhan Bilgin

Isotopic ratio analysis of cattle tail hair: A potential tool in building the database for cow milk geographical traceability

Shima Behkami, Sharifuddin M. Zain, Mehrdad Gholami, Sezgin Bakırdere

Food Chemistry

Kernel Fukunaga–Koontz Transform Subspaces for Classification of Hyperspectral Images With Small Sample Sizes

Hamidullah Binol, Gökhan Bilgin, Semih Dinç, Abdullah Bal

IEEE Geoscience and Remote Sensing Letters

Differential evolution algorithm-based kernel parameter selection for Fukunaga-Koontz Transform subspaces construction

Hamidullah Binol, Abdullah Bal, Hüseyin Çukur

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

A comparative study on manifold learning of hyperspectral data for land cover classification

Ceyda Nur Öztürk, Gökhan Bilgin

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

Study of the dispersion of PM10 in Canada

Sabah A. Abdul‐Wahab, Lena Ahmadi, Ali Elkamel, Keziah Chan + 2 more

Fresenius environmental bulletin

Hyperspectral image segmentation using the Dirichlet mixture models

Ibrahim Onur Sığırcı, Gökhan Bilgin

2D2PCA-based hyperspectral image classification with utilization of spatial information

M. Said Aydemir, Gökhan Bilgin

Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines

Gökhan Bilgin, Şükrü Mehmet Ertürk, Tülay Yıldırım

IEEE Transactions on Geoscience and Remote Sensing

Unsupervised classification of hyperspectral-image data using fuzzy approaches that spatially exploit membership relations

Gökhan Bilgin, Sarp Ertürk, Tülay Yıldırım

IEEE Geoscience and Remote Sensing Letters