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Hydrocarbon exploration in Bohai Bay Basin, eastern China has been extended to deep buried hills in recent years. The depth of the targeting zone and the complex faulted geology in this region, together with substantial velocity heterogeneity and azimuthal anisotropy, poses great challenges to seismic processing. The vintage 3D streamer data is not sufficient to delineate weathered crust reservoir on the top of buried hills, internal fractures inside buried hills, as well as volcanic structure and facies zones. Therefore, a full-azimuth and high-fold ocean bottom node (OBN) seismic survey was acquired, and advanced processing technologies, including tilted orthorhombic (TORT) model building, Dynamic Resolution TLFWI (DR-TLFWI) and TORT Q-Kirchhoff migration and TORT Q-reverse time migration (RTM), were applied to achieve a more accurate image around and inside the buried hills. The inverted high-resolution velocity model successfully depicts the high velocity contrast around the target area and has good match with the well sonic. The final image shows substantial uplift compared to the vintage result, which facilitates further interpretation around the volcanic structure.