June 2014
Intermediate to advanced
576 pages
16h 43m
English
book
Image Analysis, Classification and Change Detection in Remote Sensing, 3rd Edition
by Morton J. Canty
Content preview from Image Analysis, Classification and Change Detection in Remote Sensing, 3rd Edition
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Mathematica l Notation
X random variable
x realization of X, observation
X random (column) vector
x realization of X (vector observation)
X data design matrix for X
G, g, G, g, G as above, desig nating pixel gray-values
x
⊤
transposed form of the vector x (row vector)
kxk length o r (2-)norm of x
x
⊤
y inner product of two vectors (scalar)
x · y Hadamard (component-by-component) product
xy
⊤
outer product of two vectors (matrix)
C matrix
x
⊤
Cy quadratic form (scalar)
|C| determinant of C
tr(C) trace of C
I identity matrix
0 column vector of zeroes
1 column vector of ones
Λ Diag(λ
1
. . . λ
N
) (diago nal matrix of eigenva lue s)
∂f(x)
∂x
partial derivative of f (x) with resp ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.