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Computers > Data Transmission Systems > General

Item Detail

Sampling, Aliasing, and Data Fidelity for Electronic Imaging Systems, Communications, and Data Acquisition

Author(s): Holst, Gerald C.

ISBN10: 0964000032

ISBN13: 9780964000032

Cover: Hardcover

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PREFACE

(8)

SYMBOL LIST

xiii

1. INTRODUCTION

(28)

1.1. Sample data systems

(2)

1.2. Sampling and quantization

(7)

1.3. Reconstruction

(2)

1.4. Aliasing

(1)

1.5. Data acquisition

(1)

1.6. Audio communications

(1)

1.7. Electronic imaging systems

(3)

1.7.1. Image enhancement

(1)

1.7.2. Image restoration

(1)

1.7.3. Aliased signal

(1)

1.7.4. Moire patterns

(1)

1.7.5. Machine vision

(1)

1.8. Computer simulations

(1)

1.9. System modeling

(4)

1.10. Scenels, pixels, datels, disels, and resels

(4)

1.11. References

(1)

2. FOURIER TRANSFORM

(36)

2.1. Fourier series

(8)

2.2. Fourier integral

(3)

2.3. Transform properties

(2)

2.4. Discrete fourier transform

(7)

2.5. Two-dimensional transform representation

(8)

2.6. Windows

(3)

2.7. Typical test patterns

(3)

2.8. References

(1)

3. LINEAR SYSTEM THEORY

(16)

3.1. Linear system theory

(4)

3.1.1. Time-varying signals

(2)

3.1.2. Spatially varying signals

(1)

3.2. The electronic imaging system

(2)

3.3. MTF and PTF interpretation

(5)

3.4. Response of idealized circuits

(1)

3.5. Superposition applied to optical systems

(2)

3.6. References

(1)

4. SAMPLING

(17)

4.1. Sampled data systems

(2)

4.2. Sampling theory

(3)

4.3. Reconstruction filter

(2)

4.4. Aliasing

(2)

4.5. Anti-alias filter

(1)

4.6. Two-dimensional sampling

(5)

4.7. References

(1)

5. SAMPLING DEVICES

(33)

5.1. Analog multiplexer

(3)

5.2. Analog-to-digital converters

102

(1)

5.3. Detectors

103

(26)

5.3.1. Detector MTF

103

(4)

5.3.2. Detector array output

107

(3)

5.3.3. Nyquist frequency

110

(3)

5.3.4. Microscan

113

(2)

5.3.5. Infinite staring arrays

115

(4)

5.3.6. Infinite scanning arrays

119

(3)

5.3.7. Finite arrays

122

(1)

5.3.8. Optical prefiltering

123

(3)

5.3.9. Nonrectangular sampling

126

(1)

5.3.10. Frequency axis normalization

127

(2)

5.4. Frame grabbers

129

(1)

5.5. References

130

(1)

6. RESAMPLING

131

(27)

6.1. Examples

132

(4)

6.2. Decimation

136

(3)

6.3. Interpolation

139

(3)

6.4. Frequency shift (rational value)

142

(2)

6.5. Interpolation algorithms

144

(10)

6.6. Frame grabbers

154

(3)

6.7. References

157

(1)

7. RECONSTRUCTION

158

(38)

7.1. Time domain reconstruction

161

(7)

7.2. The observer

168

(3)

7.3. Reconstruction by the display medium

171

(15)

7.3.1. Raster scanned CRTs

173

(6)

7.3.2. Digitally addressed CRTs

179

(1)

7.3.3. Color CRTs

179

(2)

7.3.4. Flat panel displays

181

(2)

7.3.5. Laser printers

183

(2)

7.3.6. Halftones

185

(1)

7.4. Electronic zoom

186

(7)

7.5. System aliasing

193

(2)

7.6. References

195

(1)

8. RECONSTRUCTED SIGNAL APPEARANCE

196

(32)

8.1. Phasing effects

197

(5)

8.2. Edge ambiguity

202

(3)

8.3. Target width ambiguity

205

(4)

8.3.1. Small blur-to-detector ratio

205

(3)

8.3.2. Large blur-to-detector ratio

208

(1)

8.4. Beat frequencies

209

(6)

8.5. Bar target appearance

215

(6)

8.6. Independent pixels on target

221

(3)

8.7. Character recognition

224

(1)

8.8. Asymmetric sampling

225

(1)

8.9. Dynamic sampling

226

(2)

8.10. References

228

(1)

9. SYSTEM ANALYSIS

228

(46)

9.1. Frequency domain

230

(5)

9.2. Optics MTF

235

(2)

9.3. Detectors

237

(1)

9.4. Sample-scene MTF

238

(1)

9.5. Electronic analog filters

239

(6)

9.5.1. Low-pass filter

240

(3)

9.5.2. Boost

243

(2)

9.6. Digital filters

245

(4)

9.7. Display

249

(2)

9.7.1. CRT-based display

249

(2)

9.7.2. Flat panel display

251

(1)

9.8. The observer

251

(2)

9.9. System MTF

253

(7)

9.10. Simulation of subsystem MTFs

260

(9)

9.10.1. Computer generated imagery

260

(1)

9.10.2. High resolution imagery

260

(1)

9.10.3. Aliasing

261

(2)

9.10.4. Number of detectors

263

(1)

9.10.5. Frequency scaling

264

(1)

9.10.6. Reconstruction

264

(5)

9.11. Dynamic scene projectors

269

(4)

9.12. References

273

(1)

10. SYSTEM RESOLUTION

274

(19)

10.1. Electronic imaging system resolution

276

(5)

10.1.1. Optical resolution metrics

277

(1)

10.1.2. Detector resolution

278

(3)

10.1.3. Electrical resolution metric

281

(1)

10.2. CRT resolution

281

(2)

10.2.1. Vertical resolution

281

(1)

10.2.2. Theoretical horizontal resolution

282

(1)

10.2.3. TV limiting resolution

282

(1)

10.3. MTF-based resolution

283

(3)

10.3.1. Limiting resolution

283

(1)

10.3.2. MTF-TM resolution

283

(2)

10.3.3. Sequin's limiting resolution

285

(1)

10.4. Shade's equivalent resolution

286

(2)

10.5. System resolution examples

288

(5)

10.6. References

293

(1)

11. IMAGE QUALITY METRICS

293

(30)

11.1. Image quality model

296

(4)

11.2. MTF

300

(1)

11.3. Equivalent pass band

301

(1)

11.4. MTFA

302

(1)

11.5. Subjective quality factor

302

(3)

11.6. Square-root integral

305

(1)

11.7. MRT and MRC

305

(3)

11.8. Aliased signal

308

(3)

11.8.1. Legault criterion

308

(1)

11.8.2. Spurious response

308

(2)

11.8.3. Aliased signal as noise

310

(1)

11.9. Sampling and reconstruction blur

311

(1)

11.10. NIIRS

311

(8)

11.11. General trends

319

(1)

11.12. References

320

(3)

INDEX

323

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