Mesut Ersin Sönmez

Convolutional neural network - Support vector machine based approach for classification of cyanobacteria and chlorophyta microalgae groups

Mesut Ersin Sönmez, Numan Eczacıoğlu, Numan Emre Gümüş et al. · Algal Research · 2021 · 86 citations · Full text

Biology, Support Vector Machine, Classification Method +12

CNN–SVM hybrid model for varietal classification of wheat based on bulk samples

Muhammed Fahri Ünlerşen, Mesut Ersin Sönmez, Muhammet Fatih Aslan et al. · European Food Research and Technology · 2022 · 46 citations · Full text

Deep learning-based classification of microalgae using light and scanning electron microscopy images

Mesut Ersin Sönmez, Betül ALTINSOY, Betül Yılmaz Öztürk et al. · Micron · 2023 · 25 citations · Full text

Biology, Microscope Image Processing, Microscopy +9

Enhancing microalgae classification accuracy in marine ecosystems through convolutional neural networks and support vector machines

Mesut Ersin Sönmez, Numan Emre Gümüş, Numan Eczacıoğlu et al. · Marine Pollution Bulletin · 2024 · 19 citations

Convolutional neural network-support vector machine-based approach for identification of wheat hybrids

Mesut Ersin Sönmez, Kadir Sabancı · European Food Research and Technology · 2024 · 12 citations · Full text