introduction to compressive sensing (compressed sensing)
Post on 04-Jul-2015
765 Views
Preview:
DESCRIPTION
TRANSCRIPT
Introduction
Background
Methodology
Applications
Shannon Nyquist
Sparse Representation
Measurement principle
Sparsity
Incoherence
Sensor Network
Single Pixel Camera
Image Acquisition
Pre-processing
Image Feature extraction
Image Segmentation and
Recognition/Classification
Com
pre
ssiv
e S
en
sin
g fo
r C
om
pu
ter
Vis
ion
an
d Im
age
Pro
ce
ssin
g, N
ave
en
Ku
lkarn
i, A
RIZ
ON
A S
TA
TE
UN
IVE
RS
ITY
Ma
y 2
011
, P
age
1-3
at least twice its highest frequency
•
•
•
•
•
•
•
Theory and Applications of Compressed Sensing, Gitta Kutyniok, GAMM- Mitteilungen, 10 July 2013
Technische Universit¨at Berlin,Institut f¨ur Mathematik, Straße des 17. Juni 136 , 10623 Berlin, Germany
Compressive Sensing for Computer Vision and Image Processing, Naveen Kulkarni, Approved
May 2011, ARIZONA STATE UNIVERSITY
.
•
Baraniuk, Richard, Justin Romberg, and Michael Wakin. "Tutorial on compressive sensing." Seminar
Talk, University of Michigan. 2008.
top related