RealKernelProcessor<T> Class

public class RealKernelProcessor<T> : KernelProcessor<T>

Public Class RealKernelProcessor(Of T)
	Inherits KernelProcessor(Of T)

generic<typename T>
public ref class RealKernelProcessor : public KernelProcessor<T>

type RealKernelProcessor<'T> = 
    class
        inherit KernelProcessor<'T>
    end

Inheritance

Object  →  KernelProcessor<T>  →  RealKernelProcessor<T>

Type Parameters

T

The element type (double or float).

This class performs convolution and correlation operations on real-valued signals using real-valued kernels. It provides high-performance implementations optimized for real arithmetic.

Real-valued Operations:

For real signals, convolution and correlation are similar except for kernel reversal:

• Convolution: Uses the kernel as-is
• Correlation: Equivalent to convolution with time-reversed kernel

This behavior matches NumPy's np.convolve and np.correlate functions, as well as SciPy's scipy.signal.convolve and scipy.signal.correlate.

Reference