14 citations · 30 across the 5 of their papers we have counts for
3 papers · 1 filter
Interpreting a Semantic Segmentation Model for Coastline Detection
Conor O'Sullivan, Seamus Coveney, Xavier Monteys +1
We interpret a deep-learning semantic segmentation model used to classify coastline satellite images into land and water. This is to build trust in the model and gain new insight i…
The Effectiveness of Edge Detection Evaluation Metrics for Automated Coastline Detection
Conor O'Sullivan, Seamus Coveney, Xavier Monteys +1
We analyse the effectiveness of RMSE, PSNR, SSIM and FOM for evaluating edge detection algorithms used for automated coastline detection. Typically, the accuracy of detected coastl…
Graph Reconstruction via MIS Queries
Christian Konrad, Conor O'Sullivan, Victor Traistaru
In the Graph Reconstruction (GR) problem, a player initially only knows the vertex set of an input graph and is required to learn its set of edges . To this end,…