Scene and Environment Monitoring Using Aerial Imagery and Deep Learning

no code implementations • 6 Jun 2019 • Mahdi Maktabdar Oghaz, Manzoor Razaak, Hamideh Kerdegari, Vasileios Argyriou, Paolo Remagnino

In this paper, a review of studies applying deep learning on UAV imagery for smart farming is presented.

Decision Making General Classification +1

Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs

no code implementations • 24 May 2019 • Hamideh Kerdegari, Manzoor Razaak, Vasileios Argyriou, Paolo Remagnino

The results by the proposed semi-supervised GAN achieves high classification accuracy and demonstrates the potential of GAN-based methods for the challenging task of multispectral image classification.

Classification General Classification +1