Super resolution optical imaging and microscopy: methods, algorithms, and applications
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Weinheim
Wiley-VCH
[2024]
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Schlagworte: | |
Online-Zugang: | http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34986-9/ Inhaltsverzeichnis |
Beschreibung: | xiii, 242 Seiten Illustrationen, Diagramme 24.4 cm x 17 cm |
ISBN: | 9783527349869 |
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003 | DE-604 | ||
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008 | 240111s2024 gw a||| |||| 00||| eng d | ||
015 | |a 23,N28 |2 dnb | ||
016 | 7 | |a 1294991426 |2 DE-101 | |
020 | |a 9783527349869 |c : circa EUR 139.00 (DE) (freier Preis), circa EUR 142.90 (AT) (freier Preis) |9 978-3-527-34986-9 | ||
024 | 3 | |a 9783527349869 | |
028 | 5 | 2 | |a Bestellnummer: 1134986 000 |
035 | |a (OCoLC)1424559489 | ||
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041 | 0 | |a eng | |
044 | |a gw |c XA-DE-BW | ||
049 | |a DE-29T |a DE-11 |a DE-20 | ||
084 | |a WC 3200 |0 (DE-625)148082: |2 rvk | ||
084 | |8 1\p |a 540 |2 23sdnb | ||
245 | 1 | 0 | |a Super resolution optical imaging and microscopy |b methods, algorithms, and applications |c edited by Junle Qu and Zhigang Yang |
264 | 1 | |a Weinheim |b Wiley-VCH |c [2024] | |
300 | |a xiii, 242 Seiten |b Illustrationen, Diagramme |c 24.4 cm x 17 cm | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
653 | |a Biowissenschaften | ||
653 | |a CH1A: Mikroskopie | ||
653 | |a Cell & Molecular Biology | ||
653 | |a Chemie | ||
653 | |a Chemistry | ||
653 | |a LS30: Zell- u. Molekularbiologie | ||
653 | |a Life Sciences | ||
653 | |a MSA0: Werkstoffprüfung | ||
653 | |a Materials Characterization | ||
653 | |a Materials Science | ||
653 | |a Materialwissenschaften | ||
653 | |a Microscopy | ||
653 | |a Mikroskopie | ||
653 | |a Werkstoffprüfung | ||
653 | |a Zell- u. Molekularbiologie | ||
700 | 1 | |a Qu, Junle |0 (DE-588)127592848X |4 edt | |
700 | 1 | |a Yang, Zhigang |4 edt | |
710 | 2 | |a Wiley-VCH |0 (DE-588)16179388-5 |4 pbl | |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, PDF |z 978-3-527-83551-5 |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, EPUB |z 978-3-527-83552-2 |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, oBook |z 978-3-527-83553-9 |
856 | 4 | 2 | |m X:MVB |u http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34986-9/ |
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=034842673&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
883 | 1 | |8 1\p |a vlb |d 20230705 |q DE-101 |u https://d-nb.info/provenance/plan#vlb |
Datensatz im Suchindex
_version_ | 1805071222841540608 |
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adam_text |
CONTENTS
PREFACE
XI
1
SUPER-RESOLUTION
MICROSCOPY
(SRM):
BRIEF
INTRODUCTION
1
ZHIGANG
YANG,
SOHAM
SOMANTO,
AND
YINGCHAO
LIU
1.1
1.1.1
1.2
1.2.1
1.2.2
1.3
1.4
1.5
1.6
1.7
1.8
1.9
1.10
OPTICAL
MICROSCOPY
1
HISTORY
AND
BACKGROUND
1
SPECIALIZED
OPTICAL
MICROSCOPES
3
INVERTED
MICROSCOPES
4
CONFOCAL
MICROSCOPES
4
OPTICAL
DIFFRACTION
LIMIT
5
SUPER-RESOLUTION
MICROSCOPY:
OVERCOMING
THE
DIFFRACTION
LIMIT
6
NEAR-FIELD
SCANNING
OPTICAL
MICROSCOPY
7
FAR-FIELD
SUPER-RESOLUTION
MICROSCOPY
8
FLUORESCENT
PROBES
FOR
SUPER-RESOLUTION
MICROSCOPY
9
IMAGE
ANALYSIS
ALGORITHMS
10
APPLICATIONS
11
OUTLINE
OF
THE
CONTENT
OF
SUCCEEDING
CHAPTERS
11
ACKNOWLEDGMENT
11
REFERENCES
12
2
POINT
SPREAD
FUNCTION
ENGINEERING
SRM
15
WEI
YAN,
LUWEI
WANG,
YINRU
ZHU,
JIALIN
WANG,
AND
RUIJIE
XIANG
2.1
2.1.1
2.1.2
2.1.3
2.1.4
2.1.4.1
2.1.4.2
2.1.4.3
2.1.4.4
2.1.4.5
2.1.4.6
STIMULATED
EMISSION
DEPLETION
MICROSCOPY
(STED)
15
PRINCIPLES
OF
STED
15
THREE-DIMENSIONAL
STED
16
MULTI-COLOR
AND
MULTI-PHOTON
STED
18
STRATEGIES
TO
REDUCE
STED
POWER
20
TIME-GATED
STED
TECHNOLOGY
21
OFFLINE
GATED
STED
TECHNOLOGY
22
PHASOR-PLOT
ANALYSIS
OF
STED-FLIM
23
STED
SUPER-RESOLUTION
IMAGING
WITH
QUANTUM
DOTS
24
TEMPORAL
AND
SPATIAL
MODULATION
STED
26
STED
SUPER-RESOLUTION
IMAGING
BASED
ON
ADAPTIVE
OPTICS
27
VI
I
CONTENTS
2.1.5
LIVE
CELL
IMAGING
29
2.2
GROUND
STATE
DEPLETION
(GSD)
MICROSCOPY
32
2.2.1
PRINCIPLES
OF
GSD
32
2.2.2
ADVANTAGES
AND
DISADVANTAGES
OF
GSD
33
2.2.3
APPLICATIONS
OF
GSD
34
2.3
REVERSIBLE
SATURABLE
OPTICAL
FLUORESCENCE
TRANSITION
MICROSCOPY
34
2.3.1
IMPROVEMENT
IN
THE
RESOLFT
SYSTEM
36
2.3.1.1
PARALLELIZED
RESOLFT
MICROSCOPY
36
2.3.1.2
TWO-PHOTON
RESOLFT
37
2.3.1.3
DUAL-CHANNEL
RESOLFT
IMAGING
37
2.3.1.4
THREE-DIMENSIONAL
IMAGING
37
2.3.2
FLUORESCENT
PROBE
FOR
RESOLFT
MICROSCOPY
38
2.3.2.1
EARLY-STAGE:
FLUORESCENT
PROTEIN
38
2.3.2.2
IMPROVEMENT
BASED
ON
FLUORESCENCE
DYNAMICS
39
2.3.2.3
IMPROVEMENT
IN
OTHER
PROPERTIES
39
2.3.2.4
ORGANIC
FLUOROPHORES
41
2.3.3
ADVANCES
IN
RESOLFT
APPLICATION
42
2.3.3.1
APPLICATION
IN
LIFE
SCIENCE
42
2.3.3.2
APPLICATION
IN
WRITING
AND
MANUFACTURING
AT
THE
NANOSCALE
43
2.4
CONCLUSION
44
ACKNOWLEDGMENT
44
REFERENCES
45
3
SINGLE-MOLECULE
LOCALIZATION
MICROSCOPY
(SMLM)
51
DANYING
LIN,
YINGYING
JING,
PENGFA
CHEN,
ZEKAI
WU,
ZHENQUAN
GONG,
JIAO
ZHANG,
ARUP
TARAI,
AND
XUEHUA
WANG
3.1
MAIN
IDEA
OF
SMLM
51
3.2
STOCHASTIC
OPTICAL
RECONSTRUCTION
MICROSCOPY
(STORM)
53
3.2.1
IMPLEMENTATION
OF
STORM
53
3.2.1.1
TYPICAL
OPTICAL
SETUP
53
3.2.1.2
TWO
KEY
STEPS
54
3.2.1.3
DERIVATIVE
FORMS
56
3.2.2
KEY
CONSIDERATION
IN
STORM
57
3.2.3
MULTI-COLOR
STORM
59
3.2.4
THREE-DIMENSIONAL
STORM
61
3.2.4.1
PSF
ENGINEERING
63
3.2.4.2
MULTI-FOCAL
PLANE
IMAGING
67
3.2.4.3
OTHER
METHODS
68
3.2.5
LIVE
CELL
STORM
IMAGING
69
3.3
PHOTO-ACTIVATED
LOCALIZATION
MICROSCOPY
(PALM)
72
3.3.1
BASIC
PRINCIPLE
OF
PALM
AND
DIFFERENCES
WITH
STORM
72
3.3.2
SINGLE-PARTICLE
TRACKING
PALM
(SPTPALM)
73
3.4
POINT
ACCUMULATION
FOR
IMAGING
IN
NANOSCALE
TOPOGRAPHY
(PAINT)
75
3.4.1
BASIC
PRINCIPLE,
ADVANTAGES,
AND
DISADVANTAGES
OF
PAINT
75
CONTENTS
VII
3.4.2
3.4.2.1
3.4.2.2
3.5
3.5.1
3.5.2
3.5.3
3.5.4
3.5.5
3.6
3.7
MODIFICATIONS
OF
PAINT
76
UPAINT
76
DNA-PAINT
AND
EXCHANGE-PAINT
76
SINGLE-MOLECULE
LOCALIZATION
ALGORITHMS
78
ALGEBRAIC
ALGORITHMS
78
SINGLE-EMITTER
FITTING
ALGORITHMS
79
MULTI-EMITTER
FITTING
ALGORITHMS
80
CS
ALGORITHMS
82
OTHER
METHODS
83
MINFLUX
84
CONCLUSION
84
ACKNOWLEDGMENT
85
REFERENCES
85
4
FLUORESCENCE
FLUCTUATION-BASED
SUPER-RESOLUTION
IMAGING
93
XUEHUA
WANG
AND
BIN
YU
4.1
4.1.1
4.1.2
4.1.3
4.1.4
4.2
4.2.1
4.2.2
4.2.3
4.2.4
4.2.5
STOCHASTIC
OPTICAL
FLUCTUATION
IMAGING
(SOFI)
94
XC-SOFI
95
BSOFI
96
FSOFI
96
SPECKLE
SOFI
97
OTHER
TECHNIQUES
99
VISION
99
BAYESIAN
ANALYSIS
OF
BLINKING
AND
BLEACHING
(3B)
99
SUPER-RESOLUTION
RADIAL
FLUCTUATIONS
(SRRF)
100
ENTROPY-BASED
SUPER-RESOLUTION
IMAGING
(ESI)
101
MULTIPLE
SIGNAL
CLASSIFICATION
ALGORITHM
FOR
SUPER-RESOLUTION
FLUORESCENCE
MICROSCOPY
(MUSICAL)
102
4.3
4.4
APPLICATIONS
OF
FLUORESCENCE
FLUCTUATION-BASED
SRM
METHODS
102
CONCLUSION
103
ACKNOWLEDGMENT
104
REFERENCES
104
5
STRUCTURED
ILLUMINATION
MICROSCOPY
107
BIN
YU,
SIWEI
LI,
FAIZ
WALI,
AND
RANG
XU
5.1
5.2
5.2.1
5.2.2
5.2.2.1
5.2.2.2
5.2.2.3
5.2.2.4
5.2.3
INTRODUCTION
107
WIDE-FIELD
SIM
107
BASICS
OFSIM
108
SR-SIM
110
CONVENTIONAL
GRATING-BASED
SIM
111
BLIND
SIM
113
GRAZING
INCIDENCE
SIM
(GI-SIM)
116
HESSIAN-SIM
117
SUMMARY
118
VIII
CONTENTS
5.3
5.3.1
5.3.2
5.3.3
5.3.4
5.3.5
5.4
POINT-SCANNING
SIM
118
PRINCIPLE
OF
PS-SIM
119
PS-SIM
BASED
ON
THE
DIGITAL
METHOD
121
PS-SIM
BASED
ON
THE
OPTICAL
METHOD
123
SPECIAL
PS-SIM
126
SUMMARY
127
CONCLUSIONS
AND
FUTURE
PROSPECTS
128
ACKNOWLEDGEMENT
129
REFERENCES
129
6
DEEP
LEARNING-BASED
SR
MICROSCOPY
135
JIA
LI
AND
JIANHUI
LIAO
6.1
6.2
6.2.1
6.2.2
6.2.2.1
6.2.2.2
6.2.2.3
6.2.2.4
6.2.3
6.2.3.1
6.2.3.2
6.2.3.3
6.2.4
6.3
6.3.1
6.3.1.1
6.3.1.2
6.3.1.3
6.3.1.4
6.3.1.5
6.3.1.6
6.3.1.7
6.3.1.8
6.3.1.9
6.3.1.10
6.3.2
6.4
6.4.1
6.4.2
6.4.3
6.5
INTRODUCTION
135
FUNDAMENTALS
OF
DEEP
NETWORKS
135
NEURAL
NETWORKS
136
ACTIVATION
FUNCTION
AND
LAYERS
137
SIGMOID
138
SOFTMAX
139
RECTIFIED
LINEAR
UNIT
(RELU)
139
LEAKY
RELU
140
TRAINING
AND
DATA
141
GRADIENT
DESCENT
141
BACKPROPAGATION
142
DATA
143
LOSS
FUNCTIONS
144
DEEP
LEARNING
FOR
SR
IMAGE
RECONSTRUCTION
144
2D
RECONSTRUCTION
METHODS
145
CONVOLUTIONAL
NEURAL
NETWORKS
(CNNS)
145
CONVOLUTIONAL
LAYER
146
POOLING
LAYER
147
PROPERTIES
147
SR
IMAGE
RECONSTRUCTION
WITH
CNN
148
GENERATIVE
ADVERSARIAL
NETWORKS
(GANS)
149
GAME
THEORY
150
ARCHITECTURE
150
TRAINING
150
SR
IMAGE
RECONSTRUCTION
WITH
GAN
151
3D
RECONSTRUCTION
METHODS
153
CHALLENGES
OF
DEEP
LEARNING-BASED
METHODS
153
DATA
LIMITATIONS
154
TRAINING
OBSTACLES
154
RESULT
RELIABILITY
155
CONCLUSION
156
REFERENCES
158
CONTENTS
IX
INDEX
235
7
FLUORESCENT
MATERIALS
FOR
SUPER-RESOLUTION
IMAGING
163
ZHIGANG
YANG
AND
SOHAM
SAMANTA
7.1
7.2
7.2.1
7.2.2
7.2.3
7.3
7.3.1
7.3.1.1
7.3.1.2
7.3.1.3
7.3.2
7.3.2.1
7.3.2.2
7.3.2.3
7.3.2.4
7.3.3
7.4
7.4.1
7.4.2
7.4.3
7.5
FLUORESCENT
PROBES
FOR
SUPER-RESOLUTION
IMAGING
163
FLUORESCENT
PROTEINS
164
FPS
FOR
STED
AND
RESOLFT
NANOSCOPY
164
FPS
FOR
SMLM-BASED
SRM
169
FPS
FOR
SIM
AND
OTHER
NEW
SRM
TECHNIQUES
176
SMALL-MOLECULE
FLUORESCENT
PROBES
176
ORGANIC
FLUORESCENT
PROBES
FOR
STED
176
RHODAMINE-BASED
FLUORESCENT
PROBES
FOR
STED
IMAGING
177
DIVERSE
FLUORESCENT
PROBES
FOR
STED
IMAGING
179
PHOSPHOLE-BASED
FLUORESCENT
PROBES
FOR
STED
IMAGING
183
ORGANIC
FLUORESCENT
PROBES
FOR
SMLM
185
XANTHENE/RHODAMINE
DYES
185
CYANINE
DYES
191
BODIPY
AND
OXAZINE/SPIROPYRAN
DYES
194
OTHER
DYES
(2-DITHIENYLETHENES
AND
CICYANODIHYDROFURANS)
198
ORGANIC
FLUORESCENT
PROBES
FOR
SIM
199
FLUORESCENT
METAL
COMPLEXES
FOR
SRM
202
FLUORESCENT
METAL
COMPLEXES
FOR
STED
202
FLUORESCENT
METAL
COMPLEXES
FOR
SMLM
203
FLUORESCENT
METAL
COMPLEXES
FOR
SIM
204
FLUORESCENT
NANOMATERIALS
(NANOPARTICLES/QUANTUM
DOTS/CARBON
NANOTUBES/CARBON
DOTS
(CDS)/POLYMERS
DOTS)
FOR
SRM
204
7.5.1
7.5.2
7.5.3
7.5.4
7.5.5
FLUORESCENT
NANOMATERIALS
FOR
STED
205
ORGANIC
NANOPARTICLES
205
INORGANIC
NANOPARTICLES
211
FLUORESCENT
NANOMATERIALS
FOR
SMLM
213
FLUORESCENT
NANOMATERIALS
FOR
SIM
216
ACKNOWLEDGMENT
218
REFERENCES
219
8
CONCLUSION
AND
FUTURE
PERSPECTIVES
229
ZHIGANG
YANG,
SOHAM
SAMANTA,
AND
JUNIE
QU |
adam_txt |
CONTENTS
PREFACE
XI
1
SUPER-RESOLUTION
MICROSCOPY
(SRM):
BRIEF
INTRODUCTION
1
ZHIGANG
YANG,
SOHAM
SOMANTO,
AND
YINGCHAO
LIU
1.1
1.1.1
1.2
1.2.1
1.2.2
1.3
1.4
1.5
1.6
1.7
1.8
1.9
1.10
OPTICAL
MICROSCOPY
1
HISTORY
AND
BACKGROUND
1
SPECIALIZED
OPTICAL
MICROSCOPES
3
INVERTED
MICROSCOPES
4
CONFOCAL
MICROSCOPES
4
OPTICAL
DIFFRACTION
LIMIT
5
SUPER-RESOLUTION
MICROSCOPY:
OVERCOMING
THE
DIFFRACTION
LIMIT
6
NEAR-FIELD
SCANNING
OPTICAL
MICROSCOPY
7
FAR-FIELD
SUPER-RESOLUTION
MICROSCOPY
8
FLUORESCENT
PROBES
FOR
SUPER-RESOLUTION
MICROSCOPY
9
IMAGE
ANALYSIS
ALGORITHMS
10
APPLICATIONS
11
OUTLINE
OF
THE
CONTENT
OF
SUCCEEDING
CHAPTERS
11
ACKNOWLEDGMENT
11
REFERENCES
12
2
POINT
SPREAD
FUNCTION
ENGINEERING
SRM
15
WEI
YAN,
LUWEI
WANG,
YINRU
ZHU,
JIALIN
WANG,
AND
RUIJIE
XIANG
2.1
2.1.1
2.1.2
2.1.3
2.1.4
2.1.4.1
2.1.4.2
2.1.4.3
2.1.4.4
2.1.4.5
2.1.4.6
STIMULATED
EMISSION
DEPLETION
MICROSCOPY
(STED)
15
PRINCIPLES
OF
STED
15
THREE-DIMENSIONAL
STED
16
MULTI-COLOR
AND
MULTI-PHOTON
STED
18
STRATEGIES
TO
REDUCE
STED
POWER
20
TIME-GATED
STED
TECHNOLOGY
21
OFFLINE
GATED
STED
TECHNOLOGY
22
PHASOR-PLOT
ANALYSIS
OF
STED-FLIM
23
STED
SUPER-RESOLUTION
IMAGING
WITH
QUANTUM
DOTS
24
TEMPORAL
AND
SPATIAL
MODULATION
STED
26
STED
SUPER-RESOLUTION
IMAGING
BASED
ON
ADAPTIVE
OPTICS
27
VI
I
CONTENTS
2.1.5
LIVE
CELL
IMAGING
29
2.2
GROUND
STATE
DEPLETION
(GSD)
MICROSCOPY
32
2.2.1
PRINCIPLES
OF
GSD
32
2.2.2
ADVANTAGES
AND
DISADVANTAGES
OF
GSD
33
2.2.3
APPLICATIONS
OF
GSD
34
2.3
REVERSIBLE
SATURABLE
OPTICAL
FLUORESCENCE
TRANSITION
MICROSCOPY
34
2.3.1
IMPROVEMENT
IN
THE
RESOLFT
SYSTEM
36
2.3.1.1
PARALLELIZED
RESOLFT
MICROSCOPY
36
2.3.1.2
TWO-PHOTON
RESOLFT
37
2.3.1.3
DUAL-CHANNEL
RESOLFT
IMAGING
37
2.3.1.4
THREE-DIMENSIONAL
IMAGING
37
2.3.2
FLUORESCENT
PROBE
FOR
RESOLFT
MICROSCOPY
38
2.3.2.1
EARLY-STAGE:
FLUORESCENT
PROTEIN
38
2.3.2.2
IMPROVEMENT
BASED
ON
FLUORESCENCE
DYNAMICS
39
2.3.2.3
IMPROVEMENT
IN
OTHER
PROPERTIES
39
2.3.2.4
ORGANIC
FLUOROPHORES
41
2.3.3
ADVANCES
IN
RESOLFT
APPLICATION
42
2.3.3.1
APPLICATION
IN
LIFE
SCIENCE
42
2.3.3.2
APPLICATION
IN
WRITING
AND
MANUFACTURING
AT
THE
NANOSCALE
43
2.4
CONCLUSION
44
ACKNOWLEDGMENT
44
REFERENCES
45
3
SINGLE-MOLECULE
LOCALIZATION
MICROSCOPY
(SMLM)
51
DANYING
LIN,
YINGYING
JING,
PENGFA
CHEN,
ZEKAI
WU,
ZHENQUAN
GONG,
JIAO
ZHANG,
ARUP
TARAI,
AND
XUEHUA
WANG
3.1
MAIN
IDEA
OF
SMLM
51
3.2
STOCHASTIC
OPTICAL
RECONSTRUCTION
MICROSCOPY
(STORM)
53
3.2.1
IMPLEMENTATION
OF
STORM
53
3.2.1.1
TYPICAL
OPTICAL
SETUP
53
3.2.1.2
TWO
KEY
STEPS
54
3.2.1.3
DERIVATIVE
FORMS
56
3.2.2
KEY
CONSIDERATION
IN
STORM
57
3.2.3
MULTI-COLOR
STORM
59
3.2.4
THREE-DIMENSIONAL
STORM
61
3.2.4.1
PSF
ENGINEERING
63
3.2.4.2
MULTI-FOCAL
PLANE
IMAGING
67
3.2.4.3
OTHER
METHODS
68
3.2.5
LIVE
CELL
STORM
IMAGING
69
3.3
PHOTO-ACTIVATED
LOCALIZATION
MICROSCOPY
(PALM)
72
3.3.1
BASIC
PRINCIPLE
OF
PALM
AND
DIFFERENCES
WITH
STORM
72
3.3.2
SINGLE-PARTICLE
TRACKING
PALM
(SPTPALM)
73
3.4
POINT
ACCUMULATION
FOR
IMAGING
IN
NANOSCALE
TOPOGRAPHY
(PAINT)
75
3.4.1
BASIC
PRINCIPLE,
ADVANTAGES,
AND
DISADVANTAGES
OF
PAINT
75
CONTENTS
VII
3.4.2
3.4.2.1
3.4.2.2
3.5
3.5.1
3.5.2
3.5.3
3.5.4
3.5.5
3.6
3.7
MODIFICATIONS
OF
PAINT
76
UPAINT
76
DNA-PAINT
AND
EXCHANGE-PAINT
76
SINGLE-MOLECULE
LOCALIZATION
ALGORITHMS
78
ALGEBRAIC
ALGORITHMS
78
SINGLE-EMITTER
FITTING
ALGORITHMS
79
MULTI-EMITTER
FITTING
ALGORITHMS
80
CS
ALGORITHMS
82
OTHER
METHODS
83
MINFLUX
84
CONCLUSION
84
ACKNOWLEDGMENT
85
REFERENCES
85
4
FLUORESCENCE
FLUCTUATION-BASED
SUPER-RESOLUTION
IMAGING
93
XUEHUA
WANG
AND
BIN
YU
4.1
4.1.1
4.1.2
4.1.3
4.1.4
4.2
4.2.1
4.2.2
4.2.3
4.2.4
4.2.5
STOCHASTIC
OPTICAL
FLUCTUATION
IMAGING
(SOFI)
94
XC-SOFI
95
BSOFI
96
FSOFI
96
SPECKLE
SOFI
97
OTHER
TECHNIQUES
99
VISION
99
BAYESIAN
ANALYSIS
OF
BLINKING
AND
BLEACHING
(3B)
99
SUPER-RESOLUTION
RADIAL
FLUCTUATIONS
(SRRF)
100
ENTROPY-BASED
SUPER-RESOLUTION
IMAGING
(ESI)
101
MULTIPLE
SIGNAL
CLASSIFICATION
ALGORITHM
FOR
SUPER-RESOLUTION
FLUORESCENCE
MICROSCOPY
(MUSICAL)
102
4.3
4.4
APPLICATIONS
OF
FLUORESCENCE
FLUCTUATION-BASED
SRM
METHODS
102
CONCLUSION
103
ACKNOWLEDGMENT
104
REFERENCES
104
5
STRUCTURED
ILLUMINATION
MICROSCOPY
107
BIN
YU,
SIWEI
LI,
FAIZ
WALI,
AND
RANG
XU
5.1
5.2
5.2.1
5.2.2
5.2.2.1
5.2.2.2
5.2.2.3
5.2.2.4
5.2.3
INTRODUCTION
107
WIDE-FIELD
SIM
107
BASICS
OFSIM
108
SR-SIM
110
CONVENTIONAL
GRATING-BASED
SIM
111
BLIND
SIM
113
GRAZING
INCIDENCE
SIM
(GI-SIM)
116
HESSIAN-SIM
117
SUMMARY
118
VIII
CONTENTS
5.3
5.3.1
5.3.2
5.3.3
5.3.4
5.3.5
5.4
POINT-SCANNING
SIM
118
PRINCIPLE
OF
PS-SIM
119
PS-SIM
BASED
ON
THE
DIGITAL
METHOD
121
PS-SIM
BASED
ON
THE
OPTICAL
METHOD
123
SPECIAL
PS-SIM
126
SUMMARY
127
CONCLUSIONS
AND
FUTURE
PROSPECTS
128
ACKNOWLEDGEMENT
129
REFERENCES
129
6
DEEP
LEARNING-BASED
SR
MICROSCOPY
135
JIA
LI
AND
JIANHUI
LIAO
6.1
6.2
6.2.1
6.2.2
6.2.2.1
6.2.2.2
6.2.2.3
6.2.2.4
6.2.3
6.2.3.1
6.2.3.2
6.2.3.3
6.2.4
6.3
6.3.1
6.3.1.1
6.3.1.2
6.3.1.3
6.3.1.4
6.3.1.5
6.3.1.6
6.3.1.7
6.3.1.8
6.3.1.9
6.3.1.10
6.3.2
6.4
6.4.1
6.4.2
6.4.3
6.5
INTRODUCTION
135
FUNDAMENTALS
OF
DEEP
NETWORKS
135
NEURAL
NETWORKS
136
ACTIVATION
FUNCTION
AND
LAYERS
137
SIGMOID
138
SOFTMAX
139
RECTIFIED
LINEAR
UNIT
(RELU)
139
LEAKY
RELU
140
TRAINING
AND
DATA
141
GRADIENT
DESCENT
141
BACKPROPAGATION
142
DATA
143
LOSS
FUNCTIONS
144
DEEP
LEARNING
FOR
SR
IMAGE
RECONSTRUCTION
144
2D
RECONSTRUCTION
METHODS
145
CONVOLUTIONAL
NEURAL
NETWORKS
(CNNS)
145
CONVOLUTIONAL
LAYER
146
POOLING
LAYER
147
PROPERTIES
147
SR
IMAGE
RECONSTRUCTION
WITH
CNN
148
GENERATIVE
ADVERSARIAL
NETWORKS
(GANS)
149
GAME
THEORY
150
ARCHITECTURE
150
TRAINING
150
SR
IMAGE
RECONSTRUCTION
WITH
GAN
151
3D
RECONSTRUCTION
METHODS
153
CHALLENGES
OF
DEEP
LEARNING-BASED
METHODS
153
DATA
LIMITATIONS
154
TRAINING
OBSTACLES
154
RESULT
RELIABILITY
155
CONCLUSION
156
REFERENCES
158
CONTENTS
IX
INDEX
235
7
FLUORESCENT
MATERIALS
FOR
SUPER-RESOLUTION
IMAGING
163
ZHIGANG
YANG
AND
SOHAM
SAMANTA
7.1
7.2
7.2.1
7.2.2
7.2.3
7.3
7.3.1
7.3.1.1
7.3.1.2
7.3.1.3
7.3.2
7.3.2.1
7.3.2.2
7.3.2.3
7.3.2.4
7.3.3
7.4
7.4.1
7.4.2
7.4.3
7.5
FLUORESCENT
PROBES
FOR
SUPER-RESOLUTION
IMAGING
163
FLUORESCENT
PROTEINS
164
FPS
FOR
STED
AND
RESOLFT
NANOSCOPY
164
FPS
FOR
SMLM-BASED
SRM
169
FPS
FOR
SIM
AND
OTHER
NEW
SRM
TECHNIQUES
176
SMALL-MOLECULE
FLUORESCENT
PROBES
176
ORGANIC
FLUORESCENT
PROBES
FOR
STED
176
RHODAMINE-BASED
FLUORESCENT
PROBES
FOR
STED
IMAGING
177
DIVERSE
FLUORESCENT
PROBES
FOR
STED
IMAGING
179
PHOSPHOLE-BASED
FLUORESCENT
PROBES
FOR
STED
IMAGING
183
ORGANIC
FLUORESCENT
PROBES
FOR
SMLM
185
XANTHENE/RHODAMINE
DYES
185
CYANINE
DYES
191
BODIPY
AND
OXAZINE/SPIROPYRAN
DYES
194
OTHER
DYES
(2-DITHIENYLETHENES
AND
CICYANODIHYDROFURANS)
198
ORGANIC
FLUORESCENT
PROBES
FOR
SIM
199
FLUORESCENT
METAL
COMPLEXES
FOR
SRM
202
FLUORESCENT
METAL
COMPLEXES
FOR
STED
202
FLUORESCENT
METAL
COMPLEXES
FOR
SMLM
203
FLUORESCENT
METAL
COMPLEXES
FOR
SIM
204
FLUORESCENT
NANOMATERIALS
(NANOPARTICLES/QUANTUM
DOTS/CARBON
NANOTUBES/CARBON
DOTS
(CDS)/POLYMERS
DOTS)
FOR
SRM
204
7.5.1
7.5.2
7.5.3
7.5.4
7.5.5
FLUORESCENT
NANOMATERIALS
FOR
STED
205
ORGANIC
NANOPARTICLES
205
INORGANIC
NANOPARTICLES
211
FLUORESCENT
NANOMATERIALS
FOR
SMLM
213
FLUORESCENT
NANOMATERIALS
FOR
SIM
216
ACKNOWLEDGMENT
218
REFERENCES
219
8
CONCLUSION
AND
FUTURE
PERSPECTIVES
229
ZHIGANG
YANG,
SOHAM
SAMANTA,
AND
JUNIE
QU |
any_adam_object | 1 |
any_adam_object_boolean | 1 |
author2 | Qu, Junle Yang, Zhigang |
author2_role | edt edt |
author2_variant | j q jq z y zy |
author_GND | (DE-588)127592848X |
author_facet | Qu, Junle Yang, Zhigang |
building | Verbundindex |
bvnumber | BV049497470 |
classification_rvk | WC 3200 |
ctrlnum | (OCoLC)1424559489 (DE-599)DNB1294991426 |
discipline | Biologie |
discipline_str_mv | Biologie |
format | Book |
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id | DE-604.BV049497470 |
illustrated | Illustrated |
index_date | 2024-07-03T23:20:39Z |
indexdate | 2024-07-20T04:34:24Z |
institution | BVB |
institution_GND | (DE-588)16179388-5 |
isbn | 9783527349869 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034842673 |
oclc_num | 1424559489 |
open_access_boolean | |
owner | DE-29T DE-11 DE-20 |
owner_facet | DE-29T DE-11 DE-20 |
physical | xiii, 242 Seiten Illustrationen, Diagramme 24.4 cm x 17 cm |
publishDate | 2024 |
publishDateSearch | 2024 |
publishDateSort | 2024 |
publisher | Wiley-VCH |
record_format | marc |
spelling | Super resolution optical imaging and microscopy methods, algorithms, and applications edited by Junle Qu and Zhigang Yang Weinheim Wiley-VCH [2024] xiii, 242 Seiten Illustrationen, Diagramme 24.4 cm x 17 cm txt rdacontent n rdamedia nc rdacarrier Biowissenschaften CH1A: Mikroskopie Cell & Molecular Biology Chemie Chemistry LS30: Zell- u. Molekularbiologie Life Sciences MSA0: Werkstoffprüfung Materials Characterization Materials Science Materialwissenschaften Microscopy Mikroskopie Werkstoffprüfung Zell- u. Molekularbiologie Qu, Junle (DE-588)127592848X edt Yang, Zhigang edt Wiley-VCH (DE-588)16179388-5 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-527-83551-5 Erscheint auch als Online-Ausgabe, EPUB 978-3-527-83552-2 Erscheint auch als Online-Ausgabe, oBook 978-3-527-83553-9 X:MVB http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34986-9/ DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034842673&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20230705 DE-101 https://d-nb.info/provenance/plan#vlb |
spellingShingle | Super resolution optical imaging and microscopy methods, algorithms, and applications |
title | Super resolution optical imaging and microscopy methods, algorithms, and applications |
title_auth | Super resolution optical imaging and microscopy methods, algorithms, and applications |
title_exact_search | Super resolution optical imaging and microscopy methods, algorithms, and applications |
title_exact_search_txtP | Super resolution optical imaging and microscopy methods, algorithms, and applications |
title_full | Super resolution optical imaging and microscopy methods, algorithms, and applications edited by Junle Qu and Zhigang Yang |
title_fullStr | Super resolution optical imaging and microscopy methods, algorithms, and applications edited by Junle Qu and Zhigang Yang |
title_full_unstemmed | Super resolution optical imaging and microscopy methods, algorithms, and applications edited by Junle Qu and Zhigang Yang |
title_short | Super resolution optical imaging and microscopy |
title_sort | super resolution optical imaging and microscopy methods algorithms and applications |
title_sub | methods, algorithms, and applications |
url | http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34986-9/ http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034842673&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT qujunle superresolutionopticalimagingandmicroscopymethodsalgorithmsandapplications AT yangzhigang superresolutionopticalimagingandmicroscopymethodsalgorithmsandapplications AT wileyvch superresolutionopticalimagingandmicroscopymethodsalgorithmsandapplications |