Color image processing and applications:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2000
|
| Series: | Digital signal processing
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 355 S. Ill. |
| ISBN: | 3540669531 |
Staff View
MARC
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| 100 | 1 | |a Plataniotis, Konstantinos N. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Color image processing and applications |c Konstantinos N. Plataniotis ; Anastasios N. Venetsanopoulos |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2000 | |
| 300 | |a XX, 355 S. |b Ill. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Digital signal processing | |
| 650 | 4 | |a Coding theory | |
| 650 | 4 | |a Color | |
| 650 | 4 | |a Image processing |x Digital techniques | |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-008978891 | |
Record in the Search Index
| _version_ | 1807772795422113792 |
|---|---|
| adam_text |
CONTENTS
1.
COLOR
SPACES
.
1
1.1
BASICS
OF
COLOR
VISION
.
1
1.2
THE
CIE
CHROMATICITY-BASED
MODELS
.
4
1.3
THE
CIE-RGB
COLOR
MODEL
.
9
1.4
GAMMA
CORRECTION
.
13
1.5
LINEAR
AND
NON-LINEAR
RGB
COLOR
SPACES
.
16
1.5.1
LINEAR
RGB
COLOR
SPACE
.
16
1.5.2
NON-LINEAR
RGB
COLOR
SPACE
.
17
1.6
COLOR
SPACES
LINEARLY
RELATED
TO
THE
RGB
.
20
1.7
THE
YIQ
COLOR
SPACE
.
23
1.8
THE
HSI
FAMILY
OF
COLOR
MODELS
.
25
1.9
PERCEPTUALLY
UNIFORM
COLOR
SPACES
.
32
1.9.1
THE
CIE
L*U*V*
COLOR
SPACE
.
33
1.9.2
THE
CIE
L*A*B*
COLOR
SPACE
.
35
1.9.3
CYLINDRICAL
L*U*V*
AND
L*A*B*
COLOR
SPACE
.
37
1.9.4
APPLICATIONS
OF
L*U*V*
AND
L*A*B*
SPACES
.
37
1.10
THE
MUNSELL
COLOR
SPACE
.
39
1.11
THE
OPPONENT
COLOR
SPACE
.
41
1.12
NEW
TRENDS
.
42
1.13
COLOR
IMAGES
.
45
1.14
SUMMARY
.
45
2.
COLOR
IMAGE
FILTERING
.
51
2.1
INTRODUCTION
.
51
2.2
COLOR
NOISE
.
52
2.3
MODELING
SENSOR
NOISE
.
53
2.4
MODELING
TRANSMISSION
NOISE
.
55
2.5
MULTIVARIATE
DATA
ORDERING
SCHEMES
.
58
2.5.1
MARGINAL
ORDERING
.
59
2.5.2
CONDITIONAL
ORDERING
.
62
2.5.3
PARTIAL
ORDERING
.
62
2.5.4
REDUCED
ORDERING
.
63
2.6
A
PRACTICAL
EXAMPLE
.
67
2.7
VECTOR
ORDERING
.
69
XII
2.8
THE
DISTANCE
MEASURES
.
70
2.9
THE
SIMILARITY
MEASURES
.
72
2.10
FILTERS
BASED
ON
MARGINAL
ORDERING
.
77
2.11
FILTERS
BASED
ON
REDUCED
ORDERING
.
81
2.12
FILTERS
BASED
ON
VECTOR
ORDERING
.
89
2.13
DIRECTIONAL-BASED
FILTERS
.
92
2.14
COMPUTATIONAL
COMPLEXITY
.
98
2.15
CONCLUSION
.
100
3.
ADAPTIVE
IMAGE
FILTERS
.
107
3.1
INTRODUCTION
.
107
3.2
THE
ADAPTIVE
FUZZY
SYSTEM
.
109
3.2.1
DETERMINING
THE
PARAMETERS
.
112
3.2.2
THE
MEMBERSHIP
FUNCTION
.
113
3.2.3
THE
GENERALIZED
MEMBERSHIP
FUNCTION
.
115
3.2.4
MEMBERS
OF
THE
ADAPTIVE
FUZZY
FILTER
FAMILY
.
116
3.2.5
A
COMBINED
FUZZY
DIRECTIONAL
AND
FUZZY
MEDIAN
FILTER
122
3.2.6
COMMENTS
.
125
3.2.7
APPLICATION
TO
1-D
SIGNALS
.
128
3.3
THE
BAYESIAN
PARAMETRIC
APPROACH
.
131
3.4
THE
NON-PARAMETRIC
APPROACH
.
137
3.5
ADAPTIVE
MORPHOLOGICAL
FILTERS
.
146
3.5.1
INTRODUCTION
.
146
3.5.2
COMPUTATION
OF
THE
NOP
AND
THE
NCP
.
152
3.5.3
COMPUTATIONAL
COMPLEXITY
AND
FAST
ALGORITHMS
.
154
3.6
SIMULATION
STUDIES
.
157
3.7
CONCLUSIONS
.
173
4.
COLOR
EDGE
DETECTION
.
179
4.1
INTRODUCTION
.
179
4.2
OVERVIEW
OF
COLOR
EDGE
DETECTION
METHODOLOGY
.
181
4.2.1
TECHNIQUES
EXTENDED
FROM
MONOCHROME
EDGE
DETECTION
181
4.2.2
VECTOR
SPACE
APPROACHES
.
183
4.3
VECTOR
ORDER
STATISTIC
EDGE
OPERATORS
.
189
4.4
DIFFERENCE
VECTOR
OPERATORS
.
194
4.5
EVALUATION
PROCEDURES
AND
RESULTS
.
197
4.5.1
PROBABILISTIC
EVALUATION
.
198
4.5.2
NOISE
PERFORMANCE
.
200
4.5.3
SUBJECTIVE
EVALUATION
.
201
4.6
CONCLUSION
.
203
XIII
5.
COLOR
IMAGE
ENHANCEMENT
AND
RESTORATION
.
209
5.1
INTRODUCTION
.
209
5.2
HISTOGRAM
EQUALIZATION
.
210
5.3
COLOR
IMAGE
RESTORATION
.
214
5.4
RESTORATION
ALGORITHMS
.
217
5.5
ALGORITHM
FORMULATION
.
220
5.5.1
DEFINITIONS
.
220
5.5.2
DIRECT
ALGORITHMS
.
223
5.5.3
ROBUST
ALGORITHMS
.
227
5.6
CONCLUSIONS
.
229
6.
COLOR
IMAGE
SEGMENTATION
.
237
6.1
INTRODUCTION
.
237
6.2
PIXEL-BASED
TECHNIQUES
.
239
6.2.1
HISTOGRAM
THRESHOLDING
.
239
6.2.2
CLUSTERING
.
242
6.3
REGION-BASED
TECHNIQUES
.
247
6.3.1
REGION
GROWING
.
248
6.3.2
SPLIT
AND
MERGE
.
250
6.4
EDGE-BASED
TECHNIQUES
.
252
6.5
MODEL-BASED
TECHNIQUES
.
253
6.5.1
THE
MAXIMUM
A-POSTERIORI
METHOD
.
254
6.5.2
THE
ADAPTIVE
MAP
METHOD
.
255
6.6
PHYSICS-BASED
TECHNIQUES
.
256
6.7
HYBRID
TECHNIQUES
.
257
6.8
APPLICATION
.
260
6.8.1
PIXEL
CLASSIFICATION
.
260
6.8.2
SEED
DETERMINATION
.
262
6.8.3
REGION
GROWING
.
267
6.8.4
REGION
MERGING
.
269
6.8.5
RESULTS
.
271
6.9
CONCLUSION
.
273
7.
COLOR
IMAGE
COMPRESSION
.
279
7.1
INTRODUCTION
.
279
7.2
IMAGE
COMPRESSION
COMPARISON
TERMINOLOGY
.
282
7.3
IMAGE
REPRESENTATION
FOR
COMPRESSION
APPLICATIONS
.
285
7.4
LOSSLESS
WAVEFORM-BASED
IMAGE
COMPRESSION
TECHNIQUES
.
286
7.4.1
ENTROPY
CODING
.
286
7.4.2
LOSSLESS
COMPRESSION
USING
SPATIAL
REDUNDANCY
.
288
7.5
LOSSY
WAVEFORM-BASED
IMAGE
COMPRESSION
TECHNIQUES
.
290
7.5.1
SPATIAL
DOMAIN
METHODOLOGIES
.
290
7.5.2
TRANSFORM
DOMAIN
METHODOLOGIES
.
292
7.6
SECOND
GENERATION
IMAGE
COMPRESSION
TECHNIQUES
.
304
7.7
PERCEPTUALLY
MOTIVATED
COMPRESSION
TECHNIQUES
.
307
XIV
7.7.1
MODELING
THE
HUMAN
VISUAL
SYSTEM
.
307
7.7.2
PERCEPTUALLY
MOTIVATED
DCT
IMAGE
CODING
.
311
7.7.3
PERCEPTUALLY
MOTIVATED
WAVELET-BASED
CODING
.
313
7.7.4
PERCEPTUALLY
MOTIVATED
REGION-BASED
CODING
.
317
7.8
COLOR
VIDEO
COMPRESSION
.
319
7.9
CONCLUSION
.
324
8.
EMERGING
APPLICATIONS
.
329
8.1
INPUT
ANALYSIS
USING
COLOR
INFORMATION
.
331
8.2
SHAPE
AND
COLOR
ANALYSIS
.
337
8.2.1
FUZZY
MEMBERSHIP
FUNCTIONS
.
338
8.2.2
AGGREGATION
OPERATORS
.
340
8.3
EXPERIMENTAL
RESULTS
.
343
8.4
CONCLUSIONS
.
345
A.
COMPANION
IMAGE
PROCESSING
SOFTWARE
.
349
A.L
IMAGE
FILTERING
.
350
A.
2
IMAGE
ANALYSIS
.
350
A.
3
IMAGE
TRANSFORMS
.
351
A.
4
NOISE
GENERATION
.
351
INDEX
.
353 |
| any_adam_object | 1 |
| author | Plataniotis, Konstantinos N. Venetsanopoulos, Anastasios N. |
| author_facet | Plataniotis, Konstantinos N. Venetsanopoulos, Anastasios N. |
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| dewey-full | 621.36/7 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.36/7 |
| dewey-search | 621.36/7 |
| dewey-sort | 3621.36 17 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| id | DE-604.BV013177815 |
| illustrated | Illustrated |
| indexdate | 2024-08-19T00:14:43Z |
| institution | BVB |
| isbn | 3540669531 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008978891 |
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| owner | DE-29T DE-91 DE-BY-TUM DE-706 DE-634 DE-83 |
| owner_facet | DE-29T DE-91 DE-BY-TUM DE-706 DE-634 DE-83 |
| physical | XX, 355 S. Ill. |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | Springer |
| record_format | marc |
| series2 | Digital signal processing |
| spelling | Plataniotis, Konstantinos N. Verfasser aut Color image processing and applications Konstantinos N. Plataniotis ; Anastasios N. Venetsanopoulos Berlin [u.a.] Springer 2000 XX, 355 S. Ill. txt rdacontent n rdamedia nc rdacarrier Digital signal processing Coding theory Color Image processing Digital techniques Farbbildverarbeitung (DE-588)4153692-7 gnd rswk-swf Farbbildverarbeitung (DE-588)4153692-7 s DE-604 Venetsanopoulos, Anastasios N. Verfasser aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008978891&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Plataniotis, Konstantinos N. Venetsanopoulos, Anastasios N. Color image processing and applications Coding theory Color Image processing Digital techniques Farbbildverarbeitung (DE-588)4153692-7 gnd |
| subject_GND | (DE-588)4153692-7 |
| title | Color image processing and applications |
| title_auth | Color image processing and applications |
| title_exact_search | Color image processing and applications |
| title_full | Color image processing and applications Konstantinos N. Plataniotis ; Anastasios N. Venetsanopoulos |
| title_fullStr | Color image processing and applications Konstantinos N. Plataniotis ; Anastasios N. Venetsanopoulos |
| title_full_unstemmed | Color image processing and applications Konstantinos N. Plataniotis ; Anastasios N. Venetsanopoulos |
| title_short | Color image processing and applications |
| title_sort | color image processing and applications |
| topic | Coding theory Color Image processing Digital techniques Farbbildverarbeitung (DE-588)4153692-7 gnd |
| topic_facet | Coding theory Color Image processing Digital techniques Farbbildverarbeitung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008978891&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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