Author

Minh-Tan Pham

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Preprint Aug 2026

Voxel-based 3D Facies Segmentation from Seismic Data: A Comparative Study

Seismic facies segmentation has emerged as a significant challenge in geophysics, requiring robust methods and systems to effectively identify geologically analogous facies with limited labeled data. Although existing studies have shown promising results in 2D facies segmentation, they often preprocess the original 3D...

D. Pham, Minh-Tan Pham, A. Nguyen et al. · 0 citations

Preprint Aug 2026

ISRS-DETR: Detection-Guided Click Propagation for Remote Sensing Interactive Segmentation

The ISRS-DETR employs an RF-DETR decoder with the interactive segmentation backbone to localise co-occurring same-class objects, and introduces a Dynamic Top-K Click Selection strategy that retains only reliable proposals and converts each into a simulated click, so one user interaction propagates across an entire clas...

T. Pham, A. Nguyen, Duong Duc Hieu et al. · 0 citations