1 results for "Sukjoon Pyun"

Synthetic Training Data Optimization for Enhanced Fault Detection in Seismic Images

Woochang Choi; Sukjoon Pyun; Hyeong-Tae Jou

Lithosphere, Vol. 2025 No. 3 · 2025 · English · DOAJ Scopus

This study presents a parameter optimization strategy for generating synthetic seismic data that closely match the characteristics of target field data, aiming to improve deep learning-based fault detection. An analysis in the latent space is conducted to assess the similarities between synthetic…