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

Human based surveillance video summarization. - Muhammet Said Aydemir; M. Elif Karsligil (SIU, 2013)

2D2PCA-based hyperspectral image classification with utilization of spatial information. - Muhammet Said Aydemir; Gokhan Bilgin (WHISPERS, 2013)

Combination of sparse and semi-supervised learning for classification of hyperspectral images. - Muhammet Said Aydemir; Gökhan Bilgin (SIU, 2015)

Semi-supervised classification of hyperspectral images with small sample sizes. - Muhammet Said Aydemir; Gokhan Bilgin (SIU, 2016)

Graph-based semi-supervised learning with GPU on small sample sized hyperspectral images. - Muhammet Said Aydemir; Gokhan Bilgin (SIU, 2017)

Semisupervised Hyperspectral Image Classification Using Small Sample Sizes. - Muhammet Said Aydemir; Gökhan Bilgin (IEEE Geosci. Remote. Sens. Lett., 2017)

Semisupervised Hyperspectral Image Classification Using Deep Features. - Muhammet Said Aydemir; Gokhan Bilgin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Hiperspektral görüntülerde yarı güdümlü öğrenme teknikleri (Semi supervised learning techniques on hyperspectral images) - Muhammet Said Aydemir (2019)

Semi-supervised sparse representation classifier (S3RC) with deep features on small sample sized hyperspectral images. - Muhammet Said Aydemir; Gokhan Bilgin (Neurocomputing, 2020)