Machine vision algorithms in Java: techniques and implementation
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London ; Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong
Springer
2001
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVII, 284 S. Ill., graph. Darst. |
| ISBN: | 1852332182 |
Internformat
MARC
| LEADER | 00000nam a22000008c 4500 | ||
|---|---|---|---|
| 001 | BV013269216 | ||
| 003 | DE-604 | ||
| 005 | 20050722 | ||
| 007 | t | ||
| 008 | 000718s2001 gw ad|| |||| 00||| eng d | ||
| 016 | 7 | |a 958814503 |2 DE-101 | |
| 020 | |a 1852332182 |c : DM 143.00 |9 1-85233-218-2 | ||
| 035 | |a (OCoLC)247618983 | ||
| 035 | |a (DE-599)BVBBV013269216 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c DE | ||
| 049 | |a DE-703 |a DE-739 |a DE-91G |a DE-83 |a DE-11 | ||
| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 084 | |a ST 330 |0 (DE-625)143663: |2 rvk | ||
| 084 | |a DAT 760f |2 stub | ||
| 084 | |a DAT 362f |2 stub | ||
| 100 | 1 | |a Whelan, Paul F. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Machine vision algorithms in Java |b techniques and implementation |c Paul F. Whelan and Derek Molloy |
| 264 | 1 | |a London ; Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong |b Springer |c 2001 | |
| 300 | |a XVII, 284 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Graphische Programmierung | |
| 650 | 4 | |a Java <Programmiersprache> | |
| 650 | 4 | |a Maschinelles Sehen | |
| 650 | 4 | |a Mathematische Morphologie | |
| 650 | 0 | 7 | |a Java |g Programmiersprache |0 (DE-588)4401313-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mathematische Morphologie |0 (DE-588)4505783-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Sehen |0 (DE-588)4129594-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Maschinelles Sehen |0 (DE-588)4129594-8 |D s |
| 689 | 0 | 1 | |a Mathematische Morphologie |0 (DE-588)4505783-7 |D s |
| 689 | 0 | 2 | |a Java |g Programmiersprache |0 (DE-588)4401313-9 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Molloy, Derek |d 1973- |e Verfasser |0 (DE-588)121960161 |4 aut | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009046699&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-009046699 | |
Datensatz im Suchindex
| _version_ | 1814889254144180224 |
|---|---|
| adam_text |
CONTENTS
1.
AN
INTRODUCTION
TO
MACHINE
VISION
.
1
1.1
HUMAN,
COMPUTER
AND
MACHINE
VISION
.
1
1.2
VISION
SYSTEM
HARDWARE
.
5
1.3
VISION
SYSTEM
SOFTWARE
.
6
1.4
MACHINE
VISION
SYSTEM
DESIGN
.
7
1.4.1
IMAGE
ACQUISITION
.
7
1.4.2
IMAGE
REPRESENTATION
.
8
1.4.3
IMAGE
PROCESSING
.
10
1.4.4
IMAGE
ANALYSIS
.
10
1.4.5
IMAGE
CLASSIFICATION
.
12
1.4.6
SYSTEMS
ENGINEERING
.
16
1.5
NEAT
VISION:
WHERE
JAVA
MEETS
MACHINE
VISION
.
17
1.5.1
NEATVISIONS
GRAPHICAL
USER
INTERFACE
(GUI)
.
18
2.
JAVA
FUNDAMENTALS
.
21
2.1
THE
HISTORY
OF
JAVA
.
21
2.1.1
WHAT
MAKES
JAVA
PLATFORM
INDEPENDENT?
.
22
2.1.2
THE
JUST-IN-TIME
COMPILER
.
22
2.1.3
THE
SUN
JAVA
SOFTWARE
DEVELOPMENT
KIT
(JAVA
SDK)
.
23
2.2
OBJECT-ORIENTED
PROGRAMMING
.
23
2.2.1
ENCAPSULATION
.
24
2.2.2
CLASSES
.
24
2.2.3
OBJECTS
.
25
2.2.4
INHERITANCE
.
25
2.2.5
POLYMORPHISM
.
27
2.2.6
ABSTRACT
CLASSES
.
27
2.3
JAVA
LANGUAGE
BASICS
.
28
2.3.1
VARIABLES
.
28
2.3.2
ACCESS
CONTROL
.
28
2.3.3
JAVA
TYPES
.
29
2.3.4
JAVA
OPERATORS
.
29
2.3.5
JAVA
COMMENTS
.
29
2.3.6
THE
SUPER
AND
THIS
KEYWORDS
.
30
2.3.7
JAVA
ARRAYS
.
31
XIV
CONTENTS
2.3.8
THE
"
OBJECT
"
AND
"
CLASS
"
CLASSES
.
31
2.3.9
INTERFACES
.
31
2.3.10
PACKAGES
.
32
2.4
APPLICATIONS
AND
APPLETS
.
33
2.4.1
WRITING
APPLICATIONS
.
33
2.4.2
APPLETS
.
34
2.4.3
AN
APPLET
AND
AN
APPLICATION?
.
35
2.5
JAVA
AND
IMAGE
PROCESSING
.
36
2.5.1
THE
CANVAS
CLASS
.
36
2.5.2
JAVA
AND
IMAGES
.
38
2.5.3
IMAGE
PRODUCERS
AND
IMAGE
CONSUMERS
.
41
2.5.4
RECOVERING
PIXEL
DATA
FROM
AN
IMAGE
OBJECT
.
41
2.5.5
RECREATING
AN
IMAGE
OBJECT
FROM
AN
ARRAY
OF
PIXELS
.
44
2.6
ADDITIONAL
CLASSES
.
45
2.6.1
COLORMODEL
.
45
2.6.2
IMAGEFILTER
.
45
2.6.3
CROPIMAGEFILTER
.
46
2.6.4
RGBIMAGEFILTER
.
46
2.6.5
FILTEREDLMAGESOURCE
.
47
2.7
DOUBLE
BUFFERING
.
47
2.8
RECENT
ADDITIONS
TO
JAVA
FOR
IMAGING
.
49
2.8.1
JAVA
2D
API
.
49
2.8.2
WORKING
WITH
THE
JAVA
2D
API
.
50
2.8.3
RENDERABLE
LAYER
AND
RENDERED
LAYER
.
54
2.8.4
JAVA
ADVANCED
IMAGING
API
(JAI)
.
54
2.8.5
JAI
FUNCTIONALITY
.
56
2.9
ADDITIONAL
INFORMATION
ON
JAVA
.
58
2.10
CONCLUSION
.
59
3.
MACHINE
VISION
TECHNIQUES
.
61
3.1
ELEMENTARY
IMAGE
PROCESSING
FUNCTIONS
.
61
3.1.1
MONADIC,
POINT-BY-POINT
OPERATORS
.
62
3.1.2
INTENSITY
HISTOGRAM
.
65
3.1.3
LOOK-UP
TABLES
(LUT)
.
66
3.1.4
DYADIC,
POINT-BY-POINT
OPERATORS
.
70
3.2
LOCAL
OPERATORS
.
73
3.2.1
LINEAR
LOCAL
OPERATORS
.
74
3.2.2
NON-LINEAR
LOCAL
OPERATORS
.
79
3.2.3
EDGE
DETECTORS
.
82
3.2.4
N-TUPLE
OPERATORS
.
90
3.2.5
EDGE
EFFECTS
.
91
3.2.6
GREY
SCALE
CORNER
DETECTION
.
93
3.3
BINARY
IMAGES
.
96
3.3.1
BOOLEAN
OPERATORS
.
98
3.3.2
CONNECTED
COMPONENT
(BLOB)
ANALYSIS
.
99
CONTENTS
XV
3.3.3
MEASUREMENTS
ON
BINARY
IMAGES
.
112
3.3.4
RUN-LENGTH
CODING
.
115
3.3.5
SHAPE
DESCRIPTORS
.
115
3.4
GLOBAL
IMAGE
TRANSFORMS
.
116
3.4.1
GEOMETRIC
TRANSFORMS
.
116
3.4.2
DISTANCE
TRANSFORMS
.
117
3.4.3
HOUGH
TRANSFORM
.
119
3.4.4
TWO-DIMENSIONAL
DISCRETE
FOURIER
TRANSFORM
(DFT)
.
124
3.5
CONCLUSION
.
134
4.
MATHEMATICAL
MORPHOLOGY
.
137
4.1
BINARY
MATHEMATICAL
MORPHOLOGY
.
138
4.1.1
DILATION
AND
EROSION
.
138
4.1.2
HIT-AND-MISS
TRANSFORM
.
143
4.1.3
OPENING
AND
CLOSING
.
145
4.1.4
SKELETONISATION
.
145
4.1.5
STRUCTURING
ELEMENT
DECOMPOSITION
.
146
4.1.6
INTERVAL
CODING
.
148
4.2
GREY
SCALE
MATHEMATICAL
MORPHOLOGY
.
149
4.2.1
BASIC
GREY
SCALE
OPERATORS
.
150
4.2.2
NOISE
REMOVAL
USING
GREY
SCALE
MORPHOLOGY
.
152
4.2.3
MORPHOLOGICAL
GRADIENTS
.
152
4.2.4
POINT-PAIRS
.
156
4.2.5
TOP-HAT
TRANSFORM
.
157
4.3
MORPHOLOGICAL
RECONSTRUCTION
.
160
4.3.1
CONDITIONAL
DILATION
.
161
4.3.2
GEODESIC
DILATION
.
162
4.3.3
GEODESIC
EROSION
.
162
4.3.4
RECONSTRUCTION
BY
DILATION
.
163
4.3.5
RECONSTRUCTION
BY
EROSION
.
163
4.3.6
ULTIMATE
EROSION
.
163
4.3.7
DOUBLE
THRESHOLD
.
163
4.3.8
IMAGE
MAXIMA
.
164
4.3.9
IMAGE
MINIMA
.
165
4.4
MORPHOLOGICAL
SEGMENTATION
.
165
4.4.1
SKELETON
INFLUENCE
BY
ZONES
(SKIZ)
.
165
4.4.2
WATERSHED
SEGMENTATION
.
165
4.5
CASE
STUDY:
GEOMETRIC
PACKING
.
169
4.5.1
GEOMETRIC
PACKER
IMPLEMENTATION
.
169
4.6
MORPHOLOGICAL
SYSTEM
IMPLEMENTATION
.
174
4.7
CONCLUSION
.
174
XVI
CONTENTS
5.
TEXTURE
ANALYSIS
.
175
5.1
TEXTURE
AND
IMAGES
.
175
5.2
EDGE
DENSITY
.
175
5.3
MONTE-CARLO
METHOD
.
176
5.4
AUTO-CORRELATION
FUNCTION
(ACF)
.
177
5.5
FOURIER
SPECTRAL
ANALYSIS
.
177
5.6
HISTOGRAM
FEATURES
.
178
5.7
GREY
LEVEL
RUN
LENGTH
METHOD
(GLRLM)
.
178
5.8
GREY
LEVEL
DIFFERENCE
METHOD
(GLDM)
.
178
5.9
CO-OCCURRENCE
ANALYSIS
.
179
5.9.1
ENERGY,
OR
ANGULAR
SECOND
MOMENT
.
181
5.9.2
ENTROPY
.
181
5.9.3
INERTIA
.
182
5.9.4
LOCAL
HOMOGENEITY
(LH)
.
182
5.10
MORPHOLOGICAL
TEXTURE
ANALYSIS
.
183
5.10.1
MORPHOLOGICAL
RATIO
.
183
5.10.2
GRANULARITY
.
184
5.11
FRACTAL
ANALYSIS
.
184
5.12
TEXTURAL
ENERGY
.
185
5.13
TEXTURE
SPECTRUM
METHOD
.
186
5.14
LOCAL
BINARY
PATTERNS
(LBP)
.
187
5.15
RANDOM
FIELD
MODELS
.
187
5.16
SPATIAL
/
FREQUENCY
METHODS
.
188
5.17
AUTOREGRESSIVE
MODEL
.
189
5.18
STRUCTURAL
APPROACHES
TO
TEXTURE
ANALYSIS
.
189
5.19
CONCLUSION
.
189
6.
COLOUR
IMAGE
ANALYSIS
.
191
6.1
COLOUR
CAMERAS
.
191
6.2
RED-GREEN-BLUE
(RGB)
COLOUR
REPRESENTATION
.
193
6.2.1
MAXWELL
'
S
COLOUR
TRIANGLE
.
195
6.2.2
ONE-DIMENSIONAL
HISTOGRAMS:
COLOUR
SEPARATIONS
.
197
6.2.3
TWO-DIMENSIONAL
SCATTERGRAMS
.
197
6.3
HUE-SATURATION-INTENSITY
(HSI)
COLOUR
REPRESENTATION
.
198
6.3.1
COLOUR
SCATTERGRAMS
.
203
6.4
OPPONENT
PROCESS
REPRESENTATION
.
203
6.5
YIQ
COLOUR
REPRESENTATION
.
204
6.6
YUV
COLOUR
REPRESENTATION
.
205
6.7
CIE
CHROMATICITY
DIAGRAM
.
206
6.8
CIEXYZ
COLOUR
REPRESENTATION
.
206
6.9
CIELUV
COLOUR
REPRESENTATION
.
208
6.10
CIELAB
COLOUR
REPRESENTATION
.
209
6.11
SPATIAL
CIELAB
COLOUR
REPRESENTATION
.
209
6.11.1
SEGMENTING
COLOUR
TEXTURES
.
210
6.12
PROGRAMMABLE
COLOUR
FILTER
(PCF)
.
211
CONTENTS
XVII
6.12.1
PCF
IMPLEMENTATION
.
211
6.12.2
RECOGNISING
A
SINGLE
COLOUR
.
214
6.12.3
NOISE
EFFECTS
.
215
6.12.4
COLOUR
GENERALISATION
.
217
6.13
CONCLUSION
.
219
7.
NEATVISION:
VISUAL
PROGRAMMING
FOR
MACHINE
VISION
.
223
7.1
VISUAL
PROGRAMMING
IN
NEATVISION
.
224
7.1.1
INPUT
AND
OUTPUT
COMPONENTS
.
225
7.1.2
PROCESSING
COMPONENTS
.
226
7.1.3
FLOW
CONTROL
COMPONENTS
.
227
7.1.4
SYSTEM
DEVELOPMENT
.
231
7.1.5
SAMPLE
PROGRAMME
.
231
7.2
JAVA
PROGRAMMING
IN
NEATVISION
.
233
7.2.1
DATA
FLOW
PROGRAMMING
.
233
7.2.2
STANDARD
COMPONENT
ARCHITECTURE
.
235
7.2.3
ADDING
FUNCTIONALITY
.
237
7.2.4
EXAMPLES
.
237
7.3
THE
NEATVISION
APPLICATION
.
245
7.3.1
VISUAL
PROGRAMMING
IN
NEATVISION
.
245
7.3.2
IMAGE
PROCESSING
.
247
7.3.3
OTHER
USER
INTERFACES
.
249
7.3.4
THE
INTEGRATED
SOFTWARE
DEVELOPMENT
ENVIRONMENT
.
251
7.3.5
THE
HELP
VIEWER
.
252
7.4
SAMPLE
APPLICATIONS
.
254
7.4.1
LOW-LEVEL
PROGRAMMING
.
254
7.4.2
HIGH-LEVEL
PROGRAMMING
.
256
7.4.3
ISOLATING
THE
LARGEST
ITEM
IN
AN
IMAGE
.
257
7.4.4
BOTTLE-TOP
INSPECTION
.
258
7.4.5
PLANT-STEM
LOCATION
.
259
7.5
CONCLUSION
.
259
A.
NEATVISION
GRAPHIC
FILE
FORMATS
.
261
B.
NEATVISION
IMAGING
API
SPECIFICATION
.
263
B.L
GREYIMAGE
CLASS
.
264
B.2
RGB
IMAGE
CLASS
.
265
C.
NEATVISION
COMPONENTS
.
269
REFERENCES
.
273
INDEX
.
279 |
| any_adam_object | 1 |
| author | Whelan, Paul F. Molloy, Derek 1973- |
| author_GND | (DE-588)121960161 |
| author_facet | Whelan, Paul F. Molloy, Derek 1973- |
| author_role | aut aut |
| author_sort | Whelan, Paul F. |
| author_variant | p f w pf pfw d m dm |
| building | Verbundindex |
| bvnumber | BV013269216 |
| classification_rvk | ST 250 ST 330 |
| classification_tum | DAT 760f DAT 362f |
| ctrlnum | (OCoLC)247618983 (DE-599)BVBBV013269216 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV013269216 |
| illustrated | Illustrated |
| indexdate | 2024-11-05T13:27:48Z |
| institution | BVB |
| isbn | 1852332182 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009046699 |
| oclc_num | 247618983 |
| open_access_boolean | |
| owner | DE-703 DE-739 DE-91G DE-BY-TUM DE-83 DE-11 |
| owner_facet | DE-703 DE-739 DE-91G DE-BY-TUM DE-83 DE-11 |
| physical | XVII, 284 S. Ill., graph. Darst. |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Springer |
| record_format | marc |
| spelling | Whelan, Paul F. Verfasser aut Machine vision algorithms in Java techniques and implementation Paul F. Whelan and Derek Molloy London ; Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong Springer 2001 XVII, 284 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Graphische Programmierung Java <Programmiersprache> Maschinelles Sehen Mathematische Morphologie Java Programmiersprache (DE-588)4401313-9 gnd rswk-swf Mathematische Morphologie (DE-588)4505783-7 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 s Mathematische Morphologie (DE-588)4505783-7 s Java Programmiersprache (DE-588)4401313-9 s DE-604 Molloy, Derek 1973- Verfasser (DE-588)121960161 aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009046699&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Whelan, Paul F. Molloy, Derek 1973- Machine vision algorithms in Java techniques and implementation Graphische Programmierung Java <Programmiersprache> Maschinelles Sehen Mathematische Morphologie Java Programmiersprache (DE-588)4401313-9 gnd Mathematische Morphologie (DE-588)4505783-7 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4401313-9 (DE-588)4505783-7 (DE-588)4129594-8 |
| title | Machine vision algorithms in Java techniques and implementation |
| title_auth | Machine vision algorithms in Java techniques and implementation |
| title_exact_search | Machine vision algorithms in Java techniques and implementation |
| title_full | Machine vision algorithms in Java techniques and implementation Paul F. Whelan and Derek Molloy |
| title_fullStr | Machine vision algorithms in Java techniques and implementation Paul F. Whelan and Derek Molloy |
| title_full_unstemmed | Machine vision algorithms in Java techniques and implementation Paul F. Whelan and Derek Molloy |
| title_short | Machine vision algorithms in Java |
| title_sort | machine vision algorithms in java techniques and implementation |
| title_sub | techniques and implementation |
| topic | Graphische Programmierung Java <Programmiersprache> Maschinelles Sehen Mathematische Morphologie Java Programmiersprache (DE-588)4401313-9 gnd Mathematische Morphologie (DE-588)4505783-7 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | Graphische Programmierung Java <Programmiersprache> Maschinelles Sehen Mathematische Morphologie Java Programmiersprache |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009046699&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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