Published Papers

• GAN-Generated Ocean SAR Vignettes Classification; O Ghozatlou, M Datcu, B Chapron; IEEE Geoscience and Remote Sensing Letters, 2024
• A Review and Perspective of Active Learning for Remote Sensing Image Analysis;  O Ghozatlou, MH Conde, M Datcu; IEEE Geoscience and Remote Sensing Magazine 2024
• Active Learning with Deep Support Vector Data Description for Earth Observation Satellite Image Classification; Omid Ghozatlou, Andrei Anghel, Mihai Datcu; International Workshop on the Theory of Computational Sensing and its Applications to Radar, Multimodal Sensing and Imaging (CoSeRa) 2024
• GAN-Based Ocean Pattern SAR Image Augmentation;  O Ghozatlou, M Datcu, B Chapron;  IEEE 43rd International Geoscience and Remote Sensing Symposium IGARSS, 2023
• An Efficient Compressive Learning Method on Earth Observation Data; M Keymasi,  O Ghozatlou, MH Conde, M Datcu; IEEE 43rd International Geoscience and Remote Sensing Symposium IGARSS, 2023
• Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data;  MA Iqbal, RM Asiyabi,  O Ghozatlou, A Anghel, M Datcu; 20th International Conference on Content-based Multimedia Indexing (presented)
• Classification of Danube Delta boundaries by using machine learning algorithms on co-registered Sentinel-1 and Sentinel-2 data; M Keymasi, O Ghozatlou, A Anghel, M Datcu; Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies 2023
• Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description; O Ghozatlou, MH Conde, M Datcu;
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2022
• Hybrid GAN and spectral angular distance for cloud removal; O Ghozatlou, M Datcu;
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021
• Comparative Studies on Similarity Distances for Remote Sensing Image Classification; O Ghozatlou, M Datcu; IEEE 5th International Conference on Image Processing Applications and Systems (IPAS) 2022
• Wavelet-Guided Deep Neural Network For Robust One-Class Classification; O Ghozatlou, MH Conde, M Datcu; 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2022 
• Patient-specific dental arch estimation via LASSO regression analysis in CBCT images; O Ghozatlou, R A Zoroofi; 26th National and 4th International Iranian Conference on Biomedical Engineering 2019
• Classification of maxillofacial deformities using SIFT algorithm in MSCT images; O Ghozatlou, R A Zoroofi, D Shafaie; Conference on Innovations in Computer Science and Electrical Engineering 2019
  
• Automatic segmentation of tooth using deep convolutional neural network in cone-beam CT images; O Ghozatlou, RA Zoroofi;  Conference on mechanics, electricity, computer, and engineering sciences