Static Image-Based Emotion Recognition Using Convolutional Neural Network. - Tayyip Özcan; Alper Bastürk (SIU, 2019)

Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition. - Tayyip Özcan; Alper Bastürk (Neural Comput. Appl., 2019)

Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm. - Tayyip Özcan; Alper Bastürk (Clust. Comput., 2020)

Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization. - Tayyip Özcan; Alper Bastürk (Multim. Tools Appl., 2020)

Derin öğrenme ile insan edimlerinin tanınması (Human action recognition using deep learning) - Tayyip Özcan (2020)

A new composite approach for COVID-19 detection in X-ray images using deep features. - Tayyip Özcan (Appl. Soft Comput., 2021)

Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition. - Tayyip Özcan; Alper Bastürk (Comput. J., 2021)

BorB: A Novel Image Segmentation Technique for Improving Plant Disease Classification With Deep Learning Models. - Tayyip Özcan; Emrullah Polat (IEEE Access, 2025)