Enhancement of seismic image by utilizing the high-resolution velocity models developed from FWT, which is difficult by conventional ray-based tomography methods. The improved seismic images play a vital role in reservoir characterization for hydrocarbon exploration. Beneficiaries are Oil Industry and Academia