Image Processing and Analysis
eBook - PDF

Image Processing and Analysis

  1. 738 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Image Processing and Analysis

About this book

Gain a firm understanding of image processing as you cover the major topics of the field using a balanced approach that progresses from simple explanations to more detailed descriptions within IMAGE PROCESSING AND ANALYSIS. This easy-to-follow, accessible book emphasizes a basic, fundamental understanding of the classic algorithms in the field while also highlighting recent research results. You can grasp the subtle tradeoffs among different approaches as well as understand them in context with the latest developments in the field. Numerous full-color illustrations and detailed pseudocode bridge the gap between mathematical equations underlying the important concepts and real-world application of those concepts. This understanding makes it easier for you to program your own implementations of these algorithms. In addition, consistent notation throughout this edition makes it easier to follow the various concepts.

Information

Publisher
Cengage Learning EMEA
Year
2017
Print ISBN
9781285179520
eBook ISBN
9781337515627
Topic
Technology & Engineering
Subtopic
Electrical Engineering & Telecommunications
Index
Technology & Engineering
Problems 
19
1-22
Convert 
the 
following 
3
3
2 
binary 
image 
back 
to 
array 
notation: 
{(1, 
0), 
(0, 
1), 
(2, 
1)}.
1-23
Consider 
the 
following 
2D 
array, 
which 
has 
3 
columns 
and 
2 
rows: 
B
167
30
245
41
127
87
R
.
a. 
If 
the 
array 
is 
an 
image 
I
, 
what 
is 
the 
value 
of 
I
(1, 
1)?
b. 
If 
it 
is 
a 
matrix 
A
, 
what 
is 
the 
value 
of 
a
11
?
c. 
In 
which 
case 
would 
you 
write 
the 
dimensions 
as 
2
3
3? 
As 
3
3
2?
1-24
List 
three 
mathematical 
prerequisites 
for 
studying 
the 
material 
in 
this 
book.
1-25
Explain 
the 
difference 
between 
a 
convergent 
problem 
and 
a 
divergent 
problem.
1-26
Briefly 
explain 
why 
computer 
vision 
is 
so 
difficult.
1-27
Download 
a 
software 
library 
(e.g., 
OpenCV), 
and 
write 
a 
program 
to 
load 
an 
image 
from 
a 
file 
and 
display 
it 
in 
a 
window.
Copyright 
2018 
Cengage 
Learning. 
All 
Rights 
Reserved. 
May 
not 
be 
copied, 
scanned, 
or 
duplicated, 
in 
whole 
or 
in 
part. 
WCN 
02-
300

Table of contents

  1. Cover
  2. Brief Contents
  3. Contents
  4. Preface
  5. Acknowledgments
  6. Ch 1: Introduction
  7. Ch 2: Fundamentals of Imaging
  8. Ch 3: Point and Geometric Transformations
  9. Ch 4: Binary Image Processing
  10. Ch 5: Spatial-Domain Filtering
  11. Ch 6: Frequency-Domain Processing
  12. Ch 7: Edges and Features
  13. Ch 8: Compression
  14. Ch 9: Color
  15. Ch 10: Segmentation
  16. Ch 11: Model Fitting
  17. Ch 12: Classification
  18. Ch 13: Stereo and Motion
  19. Bibliography
  20. Index

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