Video summarization using simple action patterns. - Muhammet Said Aydemir; Ugur Ergul; Adem Guclu; M. Elif Karsligil (ICPR, 2012)

Segmentation of hyperspectral images using local covariance matrices in eigenspace. - Ugur Ergul; Gökhan Bilgin (SIU, 2013)

Multiscale local covariance based feature extraction for segmantation of hyperspectral images. - Ugur Ergul; Gokhan Bilgin (WHISPERS, 2013)

Multiple instance bagging approach for ensemble learning methods on hyperspectral images. - Ugur Ergul; Gokhan Bilgin (SIU, 2015)

Multiple Instance bagging based ensemble classification of hyperspectral images. - Ugur Ergul; Gokhan Bilgin (SIU, 2016)

Hyperspectral image classification with hybrid kernel extreme learning machine. - Ugur Ergul; Gökhan Bilgin (SIU, 2017)

Classification of hyperspectral images with multiple kernel extreme learning machine. - Ugur Ergul; Gokhan Bilgin (SIU, 2018)

HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification. - Ugur Ergul; Gokhan Bilgin (Neurocomputing, 2019)

Classification of hyperspectral images with ensemble learning methods (Hiperspektral görüntülerin topluluk öğrenme yöntemleri ile sınıflandırılması) - Ugur Ergul (2019)

MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images. - Ugur Ergul; Gokhan Bilgin (Neural Comput. Appl., 2020)