Fractal image encoding and analysis: [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995]
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
1998
|
| Schriftenreihe: | NATO: [Nato ASI series / F]
159 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIII, 368 S. Ill., graph. Darst. |
| ISBN: | 3540631968 |
Internformat
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| 245 | 1 | 0 | |a Fractal image encoding and analysis |b [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] |c ed. by Yuval Fisher. Publ. in cooperation with NATO Scientific Affairs Division |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 1998 | |
| 300 | |a XIII, 368 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a NATO: [Nato ASI series / F] |v 159 | |
| 650 | 4 | |a Mathematik | |
| 650 | 4 | |a Data encryption (Computer science) |x Congresses | |
| 650 | 4 | |a Fractals |x Congresses | |
| 650 | 4 | |a Image compression |x Congresses | |
| 650 | 4 | |a Image processing |x Digital techniques |x Mathematics |x Congresses | |
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| 700 | 1 | |a Fisher, Yuval |e Sonstige |4 oth | |
| 711 | 2 | |a Advanced Study Institute on Fractal Image Encoding and Analysis |d 1995 |c Trondheim |j Sonstige |0 (DE-588)2163891-3 |4 oth | |
| 810 | 2 | |a F] |t NATO: [Nato ASI series |v 159 |w (DE-604)BV000013052 |9 159 | |
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Datensatz im Suchindex
| _version_ | 1820868279164469248 |
|---|---|
| adam_text |
CONTENTS
I
FRACTAL
IMAGE
ENCODING
1
WHY
FRACTAL
BLOCK
CODERS
WORK
3
GEOFFREY
DAVIS
1.1
INTRODUCTION
.
3
1.2
LINEAR
TRANSFORM
CODERS
.
4
1.2.1
ENTROPY
CODING
.
4
1.2.2
THE
KARHUNEN-LOEVE
TRANSFORM
.
5
1.2.3
IMAGE
MODEL
FOR
TRANSFORM
CODERS
.
6
1.3
FRACTAL
BLOCK
CODERS
.
6
1.3.1
IMAGE
MODEL
FOR
FRACTAL
CODERS
.
7
1.3.2
MECHANICS
OF
FRACTAL
BLOCK
CODERS
.
8
1.4
A
WAVELET
FRAMEWORK
.
9
1.4.1
THE
DISCRETE
WAVELET
TRANSFORM
.
9
1.4.2
A
WAVELET
ANALOG
OF
FRACTAL
BLOCK
CODING
.
10
1.4.3
CONVERGENCE
CRITERION
.
13
1.4.4
WHY
FRACTAL
BLOCK
CODERS
WORK
.
13
1.5
SELF-QUANTIZATION
OF
SUBTREES
.
14
1.5.1
EXTRAPOLATION
IN
SCALE
.
14
1.5.2
CONVERGENCE
OF
FRACTAL
SCHEMES
.
16
1.5.3
RESULTS
.
17
1.6
CONCLUSION
.
17
2
ON
FRACTAL
COMPRESSION
AND
VECTOR
QUANTIZATION
21
SKJALG
LEPS0Y,
PAOLO
CARLINI,
GEIR
EGIL
0IEN
2.1
TWO
CODERS
TO
COMPARE
.
21
2.1.1
PRODUCT
CODE
VECTOR
QUANTIZATION
.
21
2.1.2
A
MEAN-REMOVED
GAIN-SHAPE
VQ
.
22
2.1.3
A
FRACTAL
CODER
.
23
2.2
METHODS
OF
CODEBOOK
POPULATION
.
24
2.2.1
POPULATION
OF
THE
CODEBOOK
IN
THE
FRACTAL
CODER
.
24
2.2.2
POPULATION
OF
THE
CODEBOOK
IN
THE
M-VQ
.
25
2.3
CROSS-TRANSFORMABILITY
.
27
2.3.1
DETAILS
ON
THE
EXPERIMENT
.
28
2.3.2
RESULTS
AND
REMARKS
.
29
VIII
CONTENTS
2.4
TRAINED
CODEBOOKS
VERSUS
SELF-TRANSFORMATION
.
29
2.4.1
DETAILS
ON
THE
EXPERIMENT
.
29
2.4.2
RESULTS
AND
REMARKS
.
,
.
.
.
35
2.4.3
CHARACTERISTICS
OF
THE
TWO
TECHNIQUES
.
36
2.4.4
CONCLUSION
.
44
2.5
DISCUSSION
.
44
2.5.1
OTHER
SEGMENTATION
SCHEMES
.
46
2.5.2
POSITION-DEPENDENT
CODEBOOKS
.
46
2.6
CONCLUSION
.
47
3
ON
THE
USE
OF
SUBSAMPLING
IN
FRACTAL
IMAGE
COMPRESSION
49
LARS
LUNDHEIM
3.1
INTRODUCTION
.
49
3.2
NOTATION
AND
TERMINOLOGY
.
50
3.3
DECIMATION
BY
SUBSAMPLING
.
51
3.4
THE
FAMILY
GRAPH
.
52
3.5
AN
EFFICIENT
SYNTHESIS
ALGORITHM
.
55
3.6
COMPLEXITY
.
56
3.7
AN
ALTERNATIVE
ALGORITHM
.
58
3.8
EMPIRICAL
RESULTS
.
59
3.9
CONTRACTIVITY
.
61
3.9.1
TEST
OF
EVENTUAL
CONTRACTIVITY
.
63
3.10
CONCLUSION
.
64
4
ON
THE
BENEFITS
OF
BASIS
ORTHOGONALIZATION
IN
FRACTAL
COMPRESSION
65
GEIR
E.
0IEN
AND
SKJALG
LEPS0Y
4.1
INTRODUCTION
.
65
4.2
INTRODUCING
BASIS
ORTHOGONALIZATION
IN
THE
FRACTAL
SIGNAL
MODEL
.
66
4.3
DECODER
CONVERGENCE
.
69
4.3.1
CONVERGENCE
SPEED
.
69
4.3.2
INVARIANCE
OF
ATTRACTOR
.
71
4.3.3
SIMILARITY
BETWEEN
COLLAGE
AND
ATTRACTOR
.
72
4.3.4
PYRAMID
DECODER
STRUCTURE
.
75
4.4
FRACTAL
MODEL
COEFFICIENTS
.
78
4.4.1
COEFFICIENT
OPTIMIZATION
.
78
4.4.2
COEFFICIENT
AND
OFFSET
SUBSPACE
PROPERTIES
.
79
4.4.3
IMAGE
CODING:
PRACTICAL
CONSIDERATIONS
AND
COMPROMISES
.
81
4.5
ENCODER
COMPLEXITY
REDUCTION
.
82
4.5.1
SIMPLIFIED
COEFFICIENT
COMPUTATION
.
82
4.5.2
SIMPLIFIED
DISTORTION
MINIMIZATION
.
82
4.5.3
DIRECTED
DOMAIN
POOL
SEARCH
.
82
4.6
COMPARISONS
TO
OTHER
TECHNIQUES
.
85
4.6.1
PRODUCT
CODE
VECTOR
QUANTIZATION
.
85
4.6.2
OTHER
LOSSY
COMPRESSION
TECHNIQUES
.
86
4.7
CONCLUSION
.
87
CONTENTS
IX
5
ON
THE
DIMENSION
OF
FRACTALLY
ENCODED
IMAGES
89
YUVAL
FISHER,
FRANK
DUDBRIDGE,
BEN
BIELEFELD
5.1
INTRODUCTION
.
89
5.2
THE
FRACTAL
DIMENSION
OF
IMAGE
BLOCKS
.
90
5.3
RESULTS
.
92
5.4
CONCLUSION
.
94
5.5
ACKNOWLEDGMENTS
.
94
6
FRACTAL
IMAGE
COMPRESSION
VIA
NEAREST
NEIGHBOR
SEARCH
95
DIETMAR
SAUPE
6.1
INTRODUCTION
.
96
6.1.1
THE
SEARCH
PROBLEM
IN
FRACTAL
IMAGE
ENCODING
.
96
6.1.2
PREVIOUS
WORK
.
97
6.2
A
FORMULA
FOR
THE
LEAST
SQUARES
ERROR
BASED
ON
PROJECTIONS
.
98
6.3
SEARCHING
IN
FRACTAL
IMAGE
COMPRESSION
IS
NEAREST
NEIGHBOR
SEARCH
.
.
100
6.4
PRACTICAL
CONSIDERATIONS
.
103
6.5
IMPLEMENTATION
.
104
6.6
RESULTS
.
106
6.6.1
CHOOSING
PARAMETERS
FOR
THE
APPROXIMATE
NEAREST
NEIGHBOR
SEARCH
.
106
6.6.2
FAST
NEAREST
NEIGHBOR
SEARCH
WITH
CLASSIFICATION
.
106
6.6.3
FAST
NEAREST
NEIGHBOR
SEARCH
WITHOUT
LOSS
IN
FIDELITY
.
108
6.6.4
ON
THE
USE
OF
ORTHONORMALLY
TRANSFORMED
FEATURE
SPACE
.
.
.
109
6.6.5
QUANTIZATION
ISSUES
.
110
6.7
OTHER
WORK
RELATED
TO
FEATURE
VECTORS
.
112
6.7.1
STRAIGHT
FEATURE
VECTORS
.
113
6.7.2
INVARIANT
MOMENTS
.
113
6.7.3
TREE
STRUCTURED
METHODS
.
114
6.8
CONCLUSION
.
114
7
FRACTAL
IMAGE
CODING:
SOME
MATHEMATICAL
REMARKS
ON
ITS
LIMITS
AND
ITS
PROSPECTS
117
F.M.
DEKKING
7.1
INTRODUCTION
.
117
7.2
BASICS
.
118
7.3
CODING
OF
1-D
BLACK
AND
WHITE
IMAGES
.
119
7.4
GREY
VALUE
CODING:
THE
COLLAGE
AND
THE
ATTRACTOR
.
122
7.5
PYRAMIDS
AND
MARTINGALES
IN
GREY
VALUE
IMAGE
CODING
.
126
7.6
MARTINGALES
FOR
ELECTRICAL
ENGINEERS
.
128
8
LINEAR
TIME
FRACTAL
QUADTREE
CODER
133
F.
DUDBRIDGE
8.1
INTRODUCTION
.
133
8.2
A
MODEL
FOR
FRACTAL
IMAGES
.
133
8.3
IMAGE
CODING
.
134
8.4
RECONSTRUCTION
.
135
8.5
IMPLEMENTATION
.
135
X
CONTENTS
9
FRACTAL
ENCODING
OF
VIDEO
SEQUENCES
139
YUVAL
FISHER
9.1
INTRODUCTION
AND
NOTATION
.
139
9.2
VIDEO
SEQUENCES
.
140
9.3
IMPLEMENTATION
.
141
9.4
RESULTS
.
142
9.5
DISCUSSION
.
143
9.6
CONCLUSION
.
143
10
THEORY
OF
GENERALIZED
FRACTAL
TRANSFORMS
145
BRUNO
FORTE
AND
EDWARD
R.
VRSCAY
10.1
INTRODUCTION
.
145
10.2
GENERALIZED
FRACTAL
TRANSFORMS
.
147
10.3
FROM
IFS
TO
IFSM
FRACTAL
TRANSFORMS
.
150
10.3.1
IFS
.
150
10.3.2
IFZS
.
152
10.3.3
IFSM
.
.
154
10.3.4
IFSP
.
156
10.4
IFS
ON
THE
SPACE
OF
DISTRIBUTIONS
2?'(X)
.
159
10.4.1
AFFINE
IFSD
AND
THE
CONNECTION
WITH
IFSP
AND
IFSM
.
164
10.4.2
INTEGRALS
INVOLVING
AFFINE
IFSD
.
166
11
INVERSE
PROBLEM
METHODS
FOR
GENERALIZED
FRACTAL
TRANSFORMS
169
BRUNO
FORTE
AND
EDWARD
R.
VRSCAY
11.1
INTRODUCTION
.
169
11.2
INVERSE
PROBLEM
FOR
IFSM
.
170
11.2.1
COLLAGE
THEOREM
FOR
IFSM
IN
2
(X,/Z)
.
170
11.2.2
FORMAL
SOLUTION
TO
THE
IFSM
INVERSE
PROBLEM
.
173
11.2.3
"
LOCAL
IFSM
"
ON
P(X,M))
.
176
11.2.4
INVERSE
PROBLEM
WITH
PLACE-DEPENDENT
IFSM
.
177
11.2.5
APPLICATION
OF
IFSM
METHODS
TO
IMAGES
.
179
11.3
APPROXIMATION
OF
MEASURES
USING
IFSP
.
180
11.3.1
APPROXIMATION
BY
"
MOMENT
MATCHING
"
.
182
11.3.2
COLLAGE
THEOREM
FOR
MOMENTS
.
183
11.3.3
FORMAL
SOLUTION
TO
INVERSE
PROBLEM
.
186
11.3.4
SOME
NUMERICAL
RESULTS
.
187
11.4
IFSM
AND
FRACTAL
WAVELET
COMPRESSION
.
189
11.5
COLLAGE
THEOREM
FOR
FOURIER
TRANSFORMS
.
196
12
FRACTAL
COMPRESSION
OF
ECG
SIGNALS
201
GEIR
E.
0IEN
AND
GEIR
NARSTAD
12.1
INTRODUCTION
TO
ECG
SIGNALS
.
201
12.1.1
ECG
MEASUREMENT
AND
CHARACTERISTICS
.
202
12.1.2
DIGITIZATION
AND
STORAGE
OF
ECG
SIGNALS
.
203
12.1.3
HISTORY
OF
ECG
COMPRESSION
-
A
BRIEF
REVIEW
.
205
12.2
FRACTAL
COMPRESSION
AND
ECG
SIGNALS
.
205
CONTENTS
XI
12.2.1
REDUNDANCY
AND
IRRELEVANCE
.
205
12.2.2
WHY
SHOULD
FRACTAL
COMPRESSION
WORK?
.
206
12.2.3
THE
FRACTAL
SIGNAL
MODEL
.
206
12.2.4
PARAMETER
CHOICES
.
208
12.2.5
PARAMETER
OPTIMIZATION
.
210
12.2.6
THE
COEFFICIENT
QUANTIZATION
SCHEME
.
211
12.2.7
THE
DECODING
SCHEME
.
216
12.3
RESULTS
AND
DISCUSSION
.
216
12.3.1
QUALITY
CRITERIA
.
216
12.3.2
BIT
ALLOCATION
EXPERIMENTS
.
217
12.3.3
QUANTIZER
CHARACTERISTICS
.
217
12.3.4
CODING
EXPERIMENTS
.
217
12.3.5
COMPARISONS
TO
OTHER
TECHNIQUES
.
225
12.4
CONCLUSION
.
225
II
FRACTAL
IMAGE
ANALYSIS
13
DIMENSIONS
OF
FRACTALS
AND
MULTIFRACTALS
229
KENNETH
FALCONER
13.1
DIMENSIONS
OF
FRACTALS
.
229
13.1.1
HAUSDORFF
AND
PACKING
DIMENSIONS
.
229
13.1.2
CALCULATION
OF
DIMENSIONS
.
231
13.1.3
ITERATED
FUNCTION
SYSTEMS
.
232
13.1.4
SELF-SIMILAR
SETS
.
233
13.1.5
SELF-AFFINE
SETS
.
234
13.1.6
RELATED
CONSTRUCTIONS
.
235
13.2
FRACTAL
MEASURES
.
236
13.2.1
LOCAL
DIMENSIONS
AND
MULTIFRACTAL
SPECTRA
.
236
13.2.2
INVARIANT
MEASURES
.
237
13.2.3
THE
MULTIFRACTAL
SPECTRUM
OF
SELF-SIMILAR
MEASURES
.
237
13.2.4
OTHER
EXAMPLES
.
239
13.2.5
OTHER
APPROACHES
TO
MULTIFRACTAL
THEORY
.
240
14
VELOCITY,
LENGTH,
DIMENSION
243
CLAUDE
TRICOT
14.1
INTRODUCTION
.
243
14.2
FINITE
LENGTH
.
244
14.3
INFINITE
LENGTH:
A
GEOMETRICAL
APPROACH
.
246
14.4
THE
METRIC
SET
OF
INTERVALS:
PRELIMINARY
RESULTS
.
247
14.5
A
GENERALIZED
NOTION
OF
LENGTH
.
248
14.6
INFINITE
LENGTH:
AN
ANALYTICAL
APPROACH
.
250
14.7
THE
COMPASS
METHOD
.
251
14.8
THE
METHOD
OF
CONSTANT
BREADTH
.
252
14.9
COMPARISON
OF
LENGTHS
.
253
14.10
FRACTAL
DIMENSION
OF
CURVES
.
254
XII
CONTENTS
14.11
A
FEW
TYPICAL
CURVES
.
255
14.11.1
RECTIFIABLE
CURVES
.
255
14.11.2
SPIRALS
.
255
14.11.3
SELF-SIMILARITY
.
257
14.11.4
SELF-AFFINE
GRAPHS
.
257
14.11.5
GRAPHS
OF
CONTINUOUS
FUNCTIONS
.
258
14.11.6
OTHER
CURVE
WITH
UNIFORM
BREADTH
.
258
15
A
LOCAL
MULTISCALE
CHARACTERIZATION
OF
EDGES
APPLYING
THE
WAVELET
TRANSFORM
261
CARL
J.
G.
EVERTSZ,
KATHRIN
BERKNER,
WILHELM
BERGHOM
15.1
INTRODUCTION
.
261
15.2
GAUSSIAN
KERNEL
SMOOTHING
.
262
15.3
EDGE
DETECTION
AND
FILTERING
WITH
WAVELETS
.
264
15.3.1
THE
WAVELET
TRANSFORM
.
264
15.3.2
HOLDER
EXPONENTS
OF
SINGULARITIES
AND
EDGES
.
265
15.3.3
EDGE-PARAMETERS
.
267
15.4
NUMERICAL
IMPLEMENTATION
.
267
15.4.1
FINDING
MODULUS-MAXIMA
LINES
.
267
15.4.2
ESTIMATING
HOLDER
EXPONENTS
AND
OTHER
EDGE-PARAMETERS
.
.
.
270
15.4.3
NOISE
.
271
15.5
APPLICATIONS
.
272
15.5.1
BONE
TUMORS
.
272
15.5.2
LIVER
TUMOR
.
272
15.5.3
LENA
.
272
15.5.4
CONCLUSIONS
AND
SUMMARY
.
275
16
LOCAL
CONNECTED
FRACTAL
DIMENSION
ANALYSIS
OF
EARLY
CHINESE
LANDSCAPE
PAINTINGS
AND
X-RAY
MAMMOGRAMS
279
RICHARD
F.
VOSS
16.1
FRACTALS:
FROM
SELF-SIMILARITY
TO
SELF-AFFINITY
AND
MULTIFRACTALS
.
279
16.2
MEASURES
AND
MASS
DIMENSION
.
280
16.3
LOCAL
IMAGE
GRADIENT
AND
THE
STATISTICS
OF
NATURAL
IMAGES
.
283
16.4
LOCAL
FRACTAL
MASS
DIMENSION
.
283
16.5
CLASSIFICATION
OF
EARLY
CHINESE
LANDSCAPE
DRAWINGS
.
286
16.6
LOCAL
CONNECTED
FRACTAL
DIMENSION
.
286
16.7
PRELIMINARY
CLASSIFICATION
OF
X-RAY
MAMMOGRAMS
.
290
16.8
DISCUSSION
.
295
17
INTRODUCTION
TO
THE
MULTIFRACTAL
ANALYSIS
OF
IMAGES
299
JACQUES
LEVY-VEHEL
17.1
INTRODUCTION
.
299
17.2
A
QUICK
REVIEW
ON
SOME
"
CLASSICAL
"
METHODS
.
300
17.2.1
CANNY
'
S
EDGE
DETECTOR
.
300
17.2.2
MATHEMATICAL
MORPHOLOGY
.
301
17.2.3
IMAGE
MULTISCALE
ANALYSIS
.
305
CONTENTS
XIII
17.3
THE
MULTIFRACTAL
APPROACH
.
309
17.3.1
OVERVIEW
.
309
17.3.2
CHOQUET
CAPACITIES
.
310
17.3.3
MULTIFRACTAL
ANALYSIS
OF
SEQUENCES
OF
CHOQUET
CAPACITIES
.
.
.
311
17.3.4
AN
EXAMPLE:
THE
BINOMIAL
MEASURE
.
314
17.3.5
MULTIFRACTAL
CORRELATIONS
.
319
17.4
APPLICATION
TO
IMAGE
ANALYSIS
.
321
17.4.1
INTRODUCTION
.
321
17.4.2
NUMERICAL
ESTIMATION
OF
F
G
.
325
17.4.3
IMAGE
ENHANCEMENT
.
329
17.4.4
CHANGE
DETECTION
.
331
17.4.5
EDGE
DETECTION
.
331
BIBLIOGRAPHY
343
LIST
OF
PARTICIPANTS
355
INDEX
361 |
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV011434353 |
| callnumber-first | T - Technology |
| callnumber-label | TA1637 |
| callnumber-raw | TA1637 |
| callnumber-search | TA1637 |
| callnumber-sort | TA 41637 |
| callnumber-subject | TA - General and Civil Engineering |
| classification_rvk | ST 330 |
| ctrlnum | (OCoLC)845454995 (DE-599)BVBBV011434353 |
| dewey-full | 621.36702855746 |
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| dewey-ones | 621 - Applied physics |
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| dewey-search | 621.36702855746 |
| dewey-sort | 3621.36702855746 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Conference Proceeding Book |
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| genre | (DE-588)1071861417 Konferenzschrift 1995 Trondheim gnd-content |
| genre_facet | Konferenzschrift 1995 Trondheim |
| id | DE-604.BV011434353 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T13:21:50Z |
| institution | BVB |
| institution_GND | (DE-588)2163891-3 |
| isbn | 3540631968 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007689729 |
| oclc_num | 845454995 |
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| owner | DE-739 DE-12 DE-634 DE-83 |
| owner_facet | DE-739 DE-12 DE-634 DE-83 |
| physical | XIII, 368 S. Ill., graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer |
| record_format | marc |
| series2 | NATO: [Nato ASI series / F] |
| spelling | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] ed. by Yuval Fisher. Publ. in cooperation with NATO Scientific Affairs Division Berlin [u.a.] Springer 1998 XIII, 368 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier NATO: [Nato ASI series / F] 159 Mathematik Data encryption (Computer science) Congresses Fractals Congresses Image compression Congresses Image processing Digital techniques Mathematics Congresses Codierung (DE-588)4070059-8 gnd rswk-swf Fraktal (DE-588)4123220-3 gnd rswk-swf Bildanalyse (DE-588)4145391-8 gnd rswk-swf Datenkompression (DE-588)4121121-2 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1995 Trondheim gnd-content Fraktal (DE-588)4123220-3 s Bildverarbeitung (DE-588)4006684-8 s DE-604 Datenkompression (DE-588)4121121-2 s Codierung (DE-588)4070059-8 s Bildanalyse (DE-588)4145391-8 s Fisher, Yuval Sonstige oth Advanced Study Institute on Fractal Image Encoding and Analysis 1995 Trondheim Sonstige (DE-588)2163891-3 oth F] NATO: [Nato ASI series 159 (DE-604)BV000013052 159 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007689729&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] Mathematik Data encryption (Computer science) Congresses Fractals Congresses Image compression Congresses Image processing Digital techniques Mathematics Congresses Codierung (DE-588)4070059-8 gnd Fraktal (DE-588)4123220-3 gnd Bildanalyse (DE-588)4145391-8 gnd Datenkompression (DE-588)4121121-2 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4070059-8 (DE-588)4123220-3 (DE-588)4145391-8 (DE-588)4121121-2 (DE-588)4006684-8 (DE-588)1071861417 |
| title | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] |
| title_auth | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] |
| title_exact_search | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] |
| title_full | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] ed. by Yuval Fisher. Publ. in cooperation with NATO Scientific Affairs Division |
| title_fullStr | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] ed. by Yuval Fisher. Publ. in cooperation with NATO Scientific Affairs Division |
| title_full_unstemmed | Fractal image encoding and analysis [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] ed. by Yuval Fisher. Publ. in cooperation with NATO Scientific Affairs Division |
| title_short | Fractal image encoding and analysis |
| title_sort | fractal image encoding and analysis proceedings of the nato advanced study institute on fractal image encoding and analysis held in trondheim norway july 8 17 1995 |
| title_sub | [proceedings of the NATO Advanced Study Institute on Fractal Image Encoding and Analysis, held in Trondheim, Norway, July 8 - 17, 1995] |
| topic | Mathematik Data encryption (Computer science) Congresses Fractals Congresses Image compression Congresses Image processing Digital techniques Mathematics Congresses Codierung (DE-588)4070059-8 gnd Fraktal (DE-588)4123220-3 gnd Bildanalyse (DE-588)4145391-8 gnd Datenkompression (DE-588)4121121-2 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Mathematik Data encryption (Computer science) Congresses Fractals Congresses Image compression Congresses Image processing Digital techniques Mathematics Congresses Codierung Fraktal Bildanalyse Datenkompression Bildverarbeitung Konferenzschrift 1995 Trondheim |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007689729&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000013052 |
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