AI RESEARCH
Customizing Large Vision Model-Guided Low-Rank Approximation for Ground-Roll Denoise
arXiv CS.CV
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ArXi:2604.00998v1 Announce Type: new Ground-roll is a dominant source of coherent noise in land and vertical seismic profiling (VSP) data, severely masking reflection events and degrading subsequent imaging and interpretation. Conventional attenuation methods, including transform-domain filtering, sparse representation, and deep learning, often suffer from limited adaptability, signal leakage, or dependence on labeled