53 citations · 53 across the 1 of their papers we have counts for
3 papers
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing
Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula
Domain adaptation is one of the prominent strategies for handling both domain shift, that is widely encountered in large-scale land use/land cover map calculation, and the scarcity…
Unsupervised Pixel-wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks
Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
We propose a completely unsupervised pixel-wise anomaly detection method for hyperspectral images. The proposed method consists of three steps called data preparation, reconstructi…
GAN-based Hyperspectral Anomaly Detection
Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
In this paper, we propose a generative adversarial network (GAN)-based hyperspectral anomaly detection algorithm. In the proposed algorithm, we train a GAN model to generate a synt…