The Perception of Visual Information (Hardcover, 2, 1997)

1 Physiological Optics.- 1.1 Introduction.- 1.2 Optical Anatomy of the Eye.- 1.3 Aberrations of the Eye.- 1.3.1 Spherical Aberration.- 1.3.2 Chromatic Aberration.- 1.3.3 Oblique Astigmatism and Coma.- 1.3.4 Curvature of Field.- 1.4 The Visual Pathways.- 1.4.1 Photoreceptors.- 1.4.2 Bipolar, Ganglion, Horizontal, and Amacrine Cells.- 1.4.3 Lateral Geniculate Nucleus.- 1.4.4 Primary Visual Cortex.- 1.5 Mechanisms of Viewing.- 1.6 ColorVision.- 1.7 Physical Performance of the Visual System.- 1.7.1 Spectral Sensitivity.- 1.7.2 Incremental Brightness Sensitivity.- 1.7.3 Spatial Response.- 1.7.4 Temporal Response.- 1.7.5 Dynamic Range.- 1.8 Information Transfer Rates.- 1.9 References.- 2 Detection of Vision Information.- 2.1 Introduction.- 2.2 Early Theories of Vision.- 2.2.1 The Evil Eye.- 2.3 Simple Experiments.- 2.3.1 Inverted Image on the Retina.- 2.3.2 Blind Spot.- 2.3.3 Horizontal and Vertical Detectors.- 2.3.4 Mach Bands.- 2.3.5 The Craik, Cornsweet, O'Brien Illusion.- 2.3.6 Herman Hering Grid.- 2.3.7 The Moon Illusion.- 2.4 Adaptation and After Images.- 2.4.1 Stimulus and Sensation.- 2.5 Three-Dimensional Vision.- 2.6 Stereoscopic Viewing.- 2.7 Cross-Eyed Technique of Three-Dimensional Viewing.- 2.8 Models of the Visual System.- 2.8.1 Feature Detection.- 2.8.2 The Bottom-Up and Top-Down Models.- 2.8.3 Ideal Observer Studies.- 2.8.4 Computational Models.- 2.8.5 Preattentive and Attentive Processing Textons.- 2.9 References.- 3 Quantification of Visual Capability.- 3.1 Introduction.- 3.2 Visual Acuity.- 3.3 Contrast Sensitivity.- 3.4 Visual Physiology.- 3.5 Visual Filtering.- 3.5.1 Sine-Wave Gratings.- 3.5.2 Contrast Sensitivity Function.- 3.5.3 Channel Filter Images.- 3.6 Causes of Vision Loss.- 3.7 Detection and Identification of Visual Signals.- 3.7.1 Measuring Contrast Sensitivity.- 3.7.2 Sine-Wave Grating and Low Contrast Letter Charts.- 3.7.3 Test Modalities for Contrast Sensitivity.- 3.7.4 Interpreting Contrast Sensitivity: EyeView.- 3.7.5 Glare Testing.- 3.7.6 Applications to Imaging.- 3.8 Conclusions.- 3.9 References.- 4 A Multiscale Geometric Model of Human Vision.- 4.1 Introduction.- 4.2 Scale-Space.- 4.3 Scaled Differential Operators.- 4.4 Image Structure.- 4.5 Description of the Early Vision System.- 4.6 Differential Invariants.- 4.7 Applications.- 4.8 Discussion.- 4.9 References.- 5 Human Response to Visual Stimuli.- 5.1 Introduction.- 5.2 Measuring Human Responses.- 5.2.1 Low Intensity Signals.- 5.2.2 Intense Stimuli.- 5.3 Complex Stimuli.- 5.3.1 Selective Visual Attention.- 5.3.2 Visual Scanning.- 5.3.3 Matching Image and Observer Characteristics.- 5.3.4 Focal Attention and Observer Factors.- 5.3.5 Individual Differences.- 5.3.6 Improving diagnostic accuracy.- 5.4 References.- 6 Cognitive Interpretation of Visual Signals.- 6.1 Early Views of Cognition.- 6.2 Western Philosophical Speculations on Cognition.- 6.3 Visual Texture Discrimination.- 6.4 Illusions.- 6.4.1 Ambiguities.- 6.4.2 Distortions.- 6.4.3 Paradoxes.- 6.4.4 Fictions.- 6.4.5 Summary.- 6.5 Color Vision.- 6.6 References.- 7 Visual Data Formatting.- 7.1 Introduction.- 7.2 Brightness, Contrast, and Details.- 7.3 Texture Discrimination and Edge Detection.- 7.4 Medical Imaging and Information.- 7.5 Visual Information and Communication.- 7.6 Conclusions.- 7.7 References.- 8 Image Manipulation.- 8.1 Introduction: The Digital Image.- 8.2 Interpolation.- 8.3 Gray-Level Manipulation.- 8.4 Filtering.- 8.5 Geometric Processing and Image Co-Registration.- 8.6 Image Subtraction.- 8.7 Segmentation.- 8.8 Maximum Intensity Projection.- 8.9 Conclusion.- 8.10 References.- 9 Physical and Psychophysical Measurement of Images.- 9.1 Introduction.- 9.2 Physical Measurements of Image Quality.- 9.2.1 Image Formation.- 9.2.2 Spatial Resolution.- 9.2.3 Noise.- 9.2.4 Signal-to-Noise Ratio.- 9.3 Limitations of Physical Analysis.- 9.4 Measuring Observer Performance: Basic Principles of ROC analysis.- 9.5 General Issues Regarding the Use of ROC Methods in Medical Imaging Resear