Introductory digital image processing: a remote sensing perspective
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Upper Saddle River, NJ
Prentice Hall
2005
|
| Edition: | 3. ed. |
| Series: | Prentice Hall series in geographic information science
|
| Subjects: | |
| Online Access: | Table of contents Inhaltsverzeichnis |
| Physical Description: | XVI, 526 S., [16] Bl. Ill., graph. Darst., Kt. |
| ISBN: | 0131453610 |
Staff View
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| adam_text | Titel: Introductory digital image processing
Autor: Jensen, John R.
Jahr: 2005
Contents
Preface....................................................................xiii
Acknowledgments.......................................................xvi
Chapter 1-Remote Sensing and Digital Image Processing..........................1
In Situ Data Collection....................................................1
In Situ Data-Collection Error..........................................2
Remote Sensing Data Collection.............................................3
Observations about Remote Sensing.....................................4
Remote Sensing Advantages and Limitations..............................5
The Remote Sensing Process................................................6
Statement of the Problem..............................................7
Identification of In Situ and Remote Sensing Data Requirement................9
Remote Sensing Data Collection.......................................12
Remote Sensing Data Analysis.........................................24
Information Presentation.............................................28
Earth Resource Analysis Perspective........................................28
Book Organization.......................................................28
References.............................................................30
Chapter 2-Remote Sensing Data Collection.....................................35
Analog (Hard-Copy) Image Digitization......................................35
Digital Image Terminology...........................................35
Microdensitometer Digitization........................................36
Video Digitization...................................................38
Linear and Area Array Charge-Coupled-Device Digitization.................39
Digitized National Aerial Photography Program Data......................41
Digitization Considerations...........................................41
Digital Remote Sensor Data Collection.......................................44
Multispectral Imaging Using Discrete Detectors and Scanning Mirrors..............47
Earth Resource Technology Satellites and Landsat Sensor Systems............47
NOAA Multispectral Scanner Sensors...................................62
ORBIMAGE, Inc., and NASA Sea-viewing Wide Field-of-view Sensor.........68
Aircraft Multispectral Scanners........................................71
Multispectral Imaging Using Linear Arrays...................................74
SPOT Sensor Systems................................................74
Indian Remote Sensing Systems........................................82
Advanced Spaceborne Thermal Emission and Reflection Radiometer..........83
Multiangle Imaging Spectroradiometer..................................85
Very-High-Resolution Linear Array Remote Sensing Systems.................86
Imaging Spectrometry Using Linear and Area Arrays...........................90
Airborne Visible/Infrared Imaging Spectrometer..........................91
Compact Airborne Spectrographs Imager 3..............................92
Moderate Resolution Imaging Spectrometer..............................92
Digital Frame Cameras...................................................95
CONTENTS
Digital Frame CameraData Collection..................................96
Emerge, Inc., Digital Sensor System....................................98
Satellite Photographic Systems.............................................98
Russian SPIN-2 TK-350 and KVR-1000 Cameras..........................98
US. Space Shuttle Photography.......................................101
Digital Image Data Formats...............................................101
Band Interleaved by Pixel Format.....................................102
Band Interleaved by Line Format......................................102
Band Sequential Format..............................................103
Summary..............................................................103
References............................................................104
Chapter 3-Digital Image Processing Hardware and Software Considerations........107
Digital Image Processing System Considerations..............................107
Central Processing Units, Personal Computers, Workstations, and Mainframes.......108
Personal Computer.................................................110
Computer Workstations..............................................110
Mainframe Computers..............................................110
Read-Only Memory, Random Access Memory, Serial and Parallel Processing, and
Arithmetic Coprocessor................................................110
Read-Only Memory and Random Access Memory ........................113
Serial and Parallel Image Processing..................................113
Arithmetic Coprocessor.............................................113
Mode of Operation and Interface...........................................113
Mode of Operation.................................................113
Graphical User Interface............................................114
Computer Operating System and Compileras).................................115
Operating System..................................................117
Compiler.........................................................117
Storage and Archiving Considerations.......................................117
Rapid Access Mass Storage..........................................117
Archiving Considerations: Longevity...................................118
Computer Display Spatial and Color Resolution...............................118
Computer Screen Display Resolution...................................118
Computer Screen Color Resolution....................................118
Important Image Processing Functions......................................120
Commercial and Public Digital Image Processing Systems.......................121
Digital Image Processing and the National Spatial Data Infrastructure..............121
Sources of Digital Image Processing Systems................................123
References............................................................124
Chapter 4-Image Quality Assessment and Statistical Evaluation...................127
Image Processing Mathematical Notation....................................127
Sampling Theory.......................................................128
The Histogram and Its Significance to Digital Image Processing..................128
Image Metadata........................................................132
Viewing Individual Pixel Brightness Values at Specific Locations or within a Geographic
Area...............................................................132
Cursor Evaluation of Individual Pixel Brightness Values...................132
Two- and Three-dimensional Evaluation of Pixel Brightness Values within a Geo-
graphic Area....................................................133
Univariate Descriptive Image Statistics......................................135
Measure of Central Tendency in Remote Sensor Data......................135
CONTENTS
Measures of Dispersion.............................................135
Measures of Distribution (Histogram) Asymmetry and Peak Sharpness........137
Multivariate Image Statistics..............................................137
Covariance in Multiple Bands of Remote Sensor Data.....................138
Correlation between Multiple Bands of Remotely Sensed Data...............139
Feature Space Plots......................................................141
Geostatistical Analysis...................................................141
Relationships among Geostatistical Analysis, Autocorrelation, andKriging .... 141
Calculating Average Semivariance.....................................143
Empirical Semivariogram............................................144
References............................................................148
Chapter 5-Initial Display Alternatives and Scientific Visualization.................151
Image Display Considerations.............................................151
Black-and-White Hard-copy Image Display..................................154
Line Printer/Plotter Brightness Maps...................................154
Laser or Ink-jet Printer Brightness Maps................................154
Temporary Video Image Display...........................................154
Black-and-White and Color Brightness Maps............................154
Bitmapped Graphics................................................154
RGB Color Coordinate System........................................157
Color Look-up Tables: 8-bit..........................................158
Color Look-up Tables: 24-bit.........................................159
Color Composites..................................................161
Merging Remotely Sensed Data ...........................................164
Band Substitution..................................................164
.Color Space Transformation and Substitution............................164
Principal Component Substitution.....................................168
Pixel-by-Pixel Addition of High-Frequency Information....................169
Smoothing Filter-based Intensity Modulation Image Fusion.................169
Distance, Area, and Shape Measurement.....................................169
Distance Measurement..............................................169
Area Measurement.................................................171
Shape Measurement................................................172
References............................................................172
Chapter 6-Electromagnetic Radiation Principles and Radiometric Correction.......175
Electromagnetic Energy Interactions........................................176
Conduction, Convection, and Radiation......................................176
Electromagnetic Radiation Models.........................................176
Wave Model of Electromagnetic Energy.................................176
The Particle Model: Radiation from Atomic Structures ....................181
Atmospheric Energy-Matter Interactions....................................185
Refraction........................................................185
Scattering........................................................186
Absorption........................................................188
Reflectance.......................................................190
Terrain Energy-Matter Interactions.........................................191
Hemispherical Reflectance, Absorptance, and Transmittance................191
Radiant Flux Density...............................................192
Energy-Matter Interactions in the Atmosphere Once Again.....................194
Energy-Matter Interactions at the Sensor System..............................194
Correcting Remote Sensing System Detector Error............................194
|
| adam_txt |
Titel: Introductory digital image processing
Autor: Jensen, John R.
Jahr: 2005
Contents
Preface.xiii
Acknowledgments.xvi
Chapter 1-Remote Sensing and Digital Image Processing.1
In Situ Data Collection.1
In Situ Data-Collection Error.2
Remote Sensing Data Collection.3
Observations about Remote Sensing.4
Remote Sensing Advantages and Limitations.5
The Remote Sensing Process.6
Statement of the Problem.7
Identification of In Situ and Remote Sensing Data Requirement.9
Remote Sensing Data Collection.12
Remote Sensing Data Analysis.24
Information Presentation.28
Earth Resource Analysis Perspective.28
Book Organization.28
References.30
Chapter 2-Remote Sensing Data Collection.35
Analog (Hard-Copy) Image Digitization.35
Digital Image Terminology.35
Microdensitometer Digitization.36
Video Digitization.38
Linear and Area Array Charge-Coupled-Device Digitization.39
Digitized National Aerial Photography Program Data.41
Digitization Considerations.41
Digital Remote Sensor Data Collection.44
Multispectral Imaging Using Discrete Detectors and Scanning Mirrors.47
Earth Resource Technology Satellites and Landsat Sensor Systems.47
NOAA Multispectral Scanner Sensors.62
ORBIMAGE, Inc., and NASA Sea-viewing Wide Field-of-view Sensor.68
Aircraft Multispectral Scanners.71
Multispectral Imaging Using Linear Arrays.74
SPOT Sensor Systems.74
Indian Remote Sensing Systems.82
Advanced Spaceborne Thermal Emission and Reflection Radiometer.83
Multiangle Imaging Spectroradiometer.85
Very-High-Resolution Linear Array Remote Sensing Systems.86
Imaging Spectrometry Using Linear and Area Arrays.90
Airborne Visible/Infrared Imaging Spectrometer.91
Compact Airborne Spectrographs Imager 3.92
Moderate Resolution Imaging Spectrometer.92
Digital Frame Cameras.95
CONTENTS
Digital Frame CameraData Collection.96
Emerge, Inc., Digital Sensor System.98
Satellite Photographic Systems.98
Russian SPIN-2 TK-350 and KVR-1000 Cameras.98
US. Space Shuttle Photography.101
Digital Image Data Formats.101
Band Interleaved by Pixel Format.102
Band Interleaved by Line Format.102
Band Sequential Format.103
Summary.103
References.104
Chapter 3-Digital Image Processing Hardware and Software Considerations.107
Digital Image Processing System Considerations.107
Central Processing Units, Personal Computers, Workstations, and Mainframes.108
Personal Computer.110
Computer Workstations.110
Mainframe Computers.110
Read-Only Memory, Random Access Memory, Serial and Parallel Processing, and
Arithmetic Coprocessor.110
Read-Only Memory and Random Access Memory .113
Serial and Parallel Image Processing.113
Arithmetic Coprocessor.113
Mode of Operation and Interface.113
Mode of Operation.113
Graphical User Interface.114
Computer Operating System and Compileras).115
Operating System.117
Compiler.117
Storage and Archiving Considerations.117
Rapid Access Mass Storage.117
Archiving Considerations: Longevity.118
Computer Display Spatial and Color Resolution.118
Computer Screen Display Resolution.118
Computer Screen Color Resolution.118
Important Image Processing Functions.120
Commercial and Public Digital Image Processing Systems.121
Digital Image Processing and the National Spatial Data Infrastructure.121
Sources of Digital Image Processing Systems.123
References.124
Chapter 4-Image Quality Assessment and Statistical Evaluation.127
Image Processing Mathematical Notation.127
Sampling Theory.128
The Histogram and Its Significance to Digital Image Processing.128
Image Metadata.132
Viewing Individual Pixel Brightness Values at Specific Locations or within a Geographic
Area.132
Cursor Evaluation of Individual Pixel Brightness Values.132
Two- and Three-dimensional Evaluation of Pixel Brightness Values within a Geo-
graphic Area.133
Univariate Descriptive Image Statistics.135
Measure of Central Tendency in Remote Sensor Data.135
CONTENTS
Measures of Dispersion.135
Measures of Distribution (Histogram) Asymmetry and Peak Sharpness.137
Multivariate Image Statistics.137
Covariance in Multiple Bands of Remote Sensor Data.138
Correlation between Multiple Bands of Remotely Sensed Data.139
Feature Space Plots.141
Geostatistical Analysis.141
Relationships among Geostatistical Analysis, Autocorrelation, andKriging . 141
Calculating Average Semivariance.143
Empirical Semivariogram.144
References.148
Chapter 5-Initial Display Alternatives and Scientific Visualization.151
Image Display Considerations.151
Black-and-White Hard-copy Image Display.154
Line Printer/Plotter Brightness Maps.154
Laser or Ink-jet Printer Brightness Maps.154
Temporary Video Image Display.154
Black-and-White and Color Brightness Maps.154
Bitmapped Graphics.154
RGB Color Coordinate System.157
Color Look-up Tables: 8-bit.158
Color Look-up Tables: 24-bit.159
Color Composites.161
Merging Remotely Sensed Data .164
Band Substitution.164
.Color Space Transformation and Substitution.164
Principal Component Substitution.168
Pixel-by-Pixel Addition of High-Frequency Information.169
Smoothing Filter-based Intensity Modulation Image Fusion.169
Distance, Area, and Shape Measurement.169
Distance Measurement.169
Area Measurement.171
Shape Measurement.172
References.172
Chapter 6-Electromagnetic Radiation Principles and Radiometric Correction.175
Electromagnetic Energy Interactions.176
Conduction, Convection, and Radiation.176
Electromagnetic Radiation Models.176
Wave Model of Electromagnetic Energy.176
The Particle Model: Radiation from Atomic Structures .181
Atmospheric Energy-Matter Interactions.185
Refraction.185
Scattering.186
Absorption.188
Reflectance.190
Terrain Energy-Matter Interactions.191
Hemispherical Reflectance, Absorptance, and Transmittance.191
Radiant Flux Density.192
Energy-Matter Interactions in the Atmosphere Once Again.194
Energy-Matter Interactions at the Sensor System.194
Correcting Remote Sensing System Detector Error.194 |
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| discipline | Informatik Bauingenieurwesen Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik Vermessungswesen Geographie Verkehr / Transport |
| discipline_str_mv | Informatik Bauingenieurwesen Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik Vermessungswesen Geographie Verkehr / Transport |
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| index_date | 2024-07-02T15:48:38Z |
| indexdate | 2024-07-09T20:44:59Z |
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| isbn | 0131453610 |
| language | English |
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| oclc_num | 54079512 |
| open_access_boolean | |
| owner | DE-20 DE-703 DE-91 DE-BY-TUM DE-Eb1 DE-83 DE-473 DE-BY-UBG DE-11 DE-29 DE-B768 |
| owner_facet | DE-20 DE-703 DE-91 DE-BY-TUM DE-Eb1 DE-83 DE-473 DE-BY-UBG DE-11 DE-29 DE-B768 |
| physical | XVI, 526 S., [16] Bl. Ill., graph. Darst., Kt. |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Prentice Hall |
| record_format | marc |
| series2 | Prentice Hall series in geographic information science |
| spelling | Jensen, John R. 1949- Verfasser (DE-588)140803998 aut Introductory digital image processing a remote sensing perspective John R. Jensen 3. ed. Upper Saddle River, NJ Prentice Hall 2005 XVI, 526 S., [16] Bl. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Prentice Hall series in geographic information science Beeldverwerking gtt Digitale technieken gtt Processamento digital de imagens larpcal Remote sensing gtt Sensoriamento remoto larpcal Traitement d'images - Techniques numériques Télédétection aRemote sensing aImage processing xDigital techniques Fernerkundung (DE-588)4016796-3 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s Fernerkundung (DE-588)4016796-3 s DE-604 http://www.loc.gov/catdir/toc/ecip0413/2004001515.html Table of contents HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015015942&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jensen, John R. 1949- Introductory digital image processing a remote sensing perspective Beeldverwerking gtt Digitale technieken gtt Processamento digital de imagens larpcal Remote sensing gtt Sensoriamento remoto larpcal Traitement d'images - Techniques numériques Télédétection aRemote sensing aImage processing xDigital techniques Fernerkundung (DE-588)4016796-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4016796-3 (DE-588)4006684-8 |
| title | Introductory digital image processing a remote sensing perspective |
| title_auth | Introductory digital image processing a remote sensing perspective |
| title_exact_search | Introductory digital image processing a remote sensing perspective |
| title_exact_search_txtP | Introductory digital image processing a remote sensing perspective |
| title_full | Introductory digital image processing a remote sensing perspective John R. Jensen |
| title_fullStr | Introductory digital image processing a remote sensing perspective John R. Jensen |
| title_full_unstemmed | Introductory digital image processing a remote sensing perspective John R. Jensen |
| title_short | Introductory digital image processing |
| title_sort | introductory digital image processing a remote sensing perspective |
| title_sub | a remote sensing perspective |
| topic | Beeldverwerking gtt Digitale technieken gtt Processamento digital de imagens larpcal Remote sensing gtt Sensoriamento remoto larpcal Traitement d'images - Techniques numériques Télédétection aRemote sensing aImage processing xDigital techniques Fernerkundung (DE-588)4016796-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Beeldverwerking Digitale technieken Processamento digital de imagens Remote sensing Sensoriamento remoto Traitement d'images - Techniques numériques Télédétection aRemote sensing aImage processing xDigital techniques Fernerkundung Bildverarbeitung |
| url | http://www.loc.gov/catdir/toc/ecip0413/2004001515.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015015942&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT jensenjohnr introductorydigitalimageprocessingaremotesensingperspective |