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Uniform Discrete Curvelet Transform for Seismic Processing

机译:用于地震加工的均匀离散曲面变换

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Anovel implementation of the discrete curvelet transform is proposed in this work. The transform is based on the Fast Fourier Transform (FFT) and has the same order of complexity as the FFT. The discrete curvelet functions are defined by a parameterized family of smooth windowed functions that are 2-pi periodic and form a partition of unity. The transform is named the Uniform Discrete Curvelet Transform (UDCT) because the centers of the curvelet functions at each resolution are located on a uniform grid. The forward and inverse transforms form a tight frame, in the sense that they are the exact transpose of each other. The novel discrete transform has several advantages over existing transforms, such as lower redundancy, hierarchical data structure, ease of implementation and possible extension to N dimension. Finally, we present a simple initial application of the UDCT in sparseness constraint seismic data interpolation to recover missing traces.
机译:在这项工作中提出了离散曲线变换的ANOVEL实现。变换基于快速傅里叶变换(FFT),并且具有与FFT相同的复杂性。离散曲面函数由参数化的窗口族定义为2-PI周期性并形成Unity的分区。该变换命名为均匀离散的Curvelet变换(UDCT),因为每个分辨率的Curvelet函数的中心位于均匀网格上。前向和逆变换形成紧密的框架,从而定为彼此确切地转换。新颖的离散变换与现有变换相比具有若干优点,例如较低的冗余,分层数据结构,易于实现和可能扩展到N维度。最后,我们在稀疏性约束地震数据插值中提出了一个简单的UDCT初始应用,以恢复缺失的迹线。

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