Distance Transform Loss: Boundary-aware segmentation of seismic data

Rafael Henrique Vareto, Ricardo Szczerbacki, Luiz A. Lima, Pedro O.S. Vaz-de-Melo, William Robson Schwartz

Abstract: Highlights•A loss function designed to enhance the contour delineation of seismic data.•A thorough evaluation across three datasets: F3 Block, Parihaka, and Penobscot.•An analysis of multiple loss functions and deep learning architectures.•A detailed presentation of quantitative and qualitative results.•Code publicly available on Github and PyPI (pip install segloss).

External IDs:doi:10.1016/j.cageo.2025.106061