-
Notifications
You must be signed in to change notification settings - Fork 3
/
pnorm.m
28 lines (26 loc) · 963 Bytes
/
pnorm.m
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
function y=pnorm(x,p)
% Lp-norm
% x, a vector
% p, a scalar
% Generalized two dimensional principal component analysis by Lp-norm for image analysis
% Copyright (C) 2015 Jing Wang
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% You should have received a copy of the GNU General Public License
% along with this program. If not, see <http://www.gnu.org/licenses/>.
if p==0
y=sum(x~=0);
elseif p==Inf
y=max(abs(x));
else
y=sum(abs(x).^p)^(1/p);
end