
CVonline: Unfolded List of Topics
- Applications
General Application Notes
- Agricultural / Forestry
- Crop Treatment/Weed Control
- Forest Survey/Tree Crown counting (See also Fire detection)
- Fruit Grading
- Cereal/Grain Inspection
- Harvest Control
- Land Management
- Plant Disease and Parasite Identification
- Plant Health/Condition Monitoring
- Pollen Identification
- Ripeness Estimation
- Species Identification
- Timber/Log/Wood
- Yield Estimation
- Animal/Insect Monitoring
- Fish Age Analysis
- Fish Modeling and Tracking
- Flock Tracking
- Insect Tracking and Behaviour Analysis
- Pregnant Animal Monitoring
- Architectural/Construction
- Archeological Applications
- Building Description
- Building Site Survey
- Building Recognition
- Model Reconstruction
- Sewer Survey
- Character Recognition (Printed and Handwritten)
- Arabic (modern)
- Bengali
- Chinese
- Farsi (Persian) Character Recognition
- Ethiopic Character Recognition
- Japanese
- Korean
- Roman Letters
- Cursive
- Hand Printed
- Machine Printed
- South Indian (Tamil, Malayalam, Kannada) Character Recognition
- Slant Normalization
- Western (aka Arabic) Digits
- Commercial Applications
- Advertising
- Bank Checks
- Bar-Code Reading
- Currency Verification and Recognition
- Seal Verification
- Signature Identification and Verification
- Cultural
- Cultural Heritage Modelling and Analysis
- Dance Description
- Painting Authentication, Style Description and Similiarity Matching
- Document Processing
- Diagram Understanding
- Blueprints
- Cartoons/Sketches
- Electronic Circuits
- Floor Plan Analysis
- Map Analysis
- Music Scores
- Document Mosaicing
- Equation Understanding
- Form and Layout Understanding
- Handwritten Note Cleaning
- Letter Analysis
- Post Code Recognition
- Post Metering Analysis
- Signature/Writer Verification
- Skew Correction
- Trademark Database Indexing
- Watermark Extraction
- Entertainment/Media Industry
- Augmented Reality/Mixed Reality
- Registration
- Virtual Sets
- Color Processing
- Color Demosaicing
- Color Matching
- Decoloring/optimal color to grey conversion
- Computer Games
- Player Adaptation/Insertion
- Video
- Coding
- Compression
(See also Image Compression)
- Cut Detection/Scene Segmentation
- Databases
- Post-Production
- Video Copy Detection
- Video Digitization
- Video Inpainting
- Environmental Analysis/Monitoring
- Oil Spill Analysis
- Forensic
- Crime Scene Reconstruction
- Face Indexing and Identification (See also Heads and Faces)
- Fingerprint Indexing and Identification
- Shoeprint Recognition
- Human
- Body
- Behavior Analysis
- Biometrics
- Detection
- Part-Based Body Detection
- Whole Body Detection
- Gait Analysis
- Gender Recognition
- Model Acquisition and Animation
- Motion Tracking
- Movement Analysis and Shape Recovery
- Appearance Based Approaches
- Articulated
- Exemplar Based
- Data Acquisition
- Multi-View
- Single View
- Geometric Model Based Approaches
- 2D Articulated
- 3D Articulated
- Exemplar Based
- Loose Models
- Marker Based
- Pose Tracking
- Pose Estimation
- Joint-Angle Estimation
- Posture Estimation
- Person Location/Counting/Following
- Posture Analysis
- Walker Identification
- Hands
- Finger Vein Silhouette Pattern
- Gesture Detection and Analysis
- Hand Sign Recognition
- Location and Tracking
- Palm Print Verification
- Heads and Faces
- Authentication and Identification
- 3D Data Methods
- Color Texture Methods
- Ear Recognition
- Eigenface/Laplacianface Methods
- Frontal
- Intensity Texture Methods
- Iris recognition
- Model Based Methods
- Profile
- Detection, Location and Tracking
- Encoding and Compression
- Expression Understanding
- Eye Blink State Detection
- Eye Location / Tracking
- Feature Location and Tracking
- Gaze Location, Direction Estimation and Tracking
- Lip Shape Analysis, Tracking and Reading
- Model Acquisition and Animation
- Skin Color Analysis
- Human-Computer Interfaces
- Assistive Interfaces
- Blind/Visually Impaired Person Support
- Visual Mouse
- Game Interfaces
- Image and Video Enhancement and Restoration (See also Noise Reduction and Image Restoration)
- Camera Motion Compensation/De-jittering
- Color Correction
- Motion Deblurring
- Focus Blurring Correction
- Red Eye Detection and Correction
- Object Removal
- Prettification
- Scratch and Artifact Removal
- Tampering Detection
- Video Restoration
- Industrial
- Factory Automation
- Assembly Feedback
- Food Manufacture
- Inspection
- Carpet
- Disk Head
- Glass and Ceramics
- Industrial Parts/Castings
- Integrated Circuits
- Appearance Based
- Range Data Based
- Leather
- Paper
- Particle Counting
- Printed Circuit Boards
- Solder Joints
- Steel
- Structural Strain
- Structural Crack Detection
- Textiles/Fabrics/Cloth
- Timber/Wood (See Forestry->Timber)
- Part Pose Estimation
- Part Recognition
- Process Control
- Paint Spraying
- Robot control and feedback
- Weld Seam Tracking
- Wood Use/Timber Cutting (See Forestry->Timber)
- Reverse Engineering
- Reverse Engineering from Diagrams
- From Motion
- Reverse Engineering from Object Contours
- From Range Data
- From Single Views
- From Sparse 3D
- Leisure and Entertainment
- Measurement
- Medical (Veterinary and Human)
- Animal Disease and Parasite Identification
- Intensity Image Based
- Colposcopy/Cervical Abnormality
- Laryngeal Image Analysis
- Retinal Images
- Skin Analysis, including Cancer
- Microscope-Based
- Cell Nucleus Segmentation
- Chromosome Analysis
- Lymphoma Analysis
- Multi-Mode/Multi-Image Registration and Fusion
- Scanner-Based
- Abdominal Organ Extraction
- Aneurysm Detection
- Arterial Tree Segmentation
- Bone Detection and Segmentation
- Cardiac Shape Extraction and Tracking
- Cartiladge Analysis
- Cortical Shape Extraction
- Limb Extraction
- Mid-saggital Plane Detection
- Radiotherapy Planning
- Real-time Surgical Support
- Structure Extraction
- Tumor Detection
- Virtual Endoscopy
- Ultrasound-based
- 3D Reconstruction
- Cardiac Monitoring
- Fetal Monitoring
- Ovarian
- Xray-based
- Angiography
- Bone Densitometry
- Breast Scan/Mammogram
- General Tumor Detection
- Lung Status
- Skeletal Age Estimation
- Other
- DNA/Genome Analysis
- Hand-washing monitoring
- Skeletal Scintigraphy
- Military
- Aircraft Identification/Tracking
- Missile Tracking
- Target Recognition/Tracking
- Vehicle Detection
- Navigation, Mobility and Vehicle Control
- Docking Control
- Ground Tracking and Following
- Local Traffic Analysis
- Map Registration and Self-Localization
- Appearance Based
- Intensity Feature-Based
- Landmark Detection
- Radar/Range Sensing/acoustic
- Obstacle Detection and Avoidance
- Road Following
- Trajectory Correction
- Vehicle Control
- Remote Sensing
- Airport Analysis, Landing Strip Identification
- Building Detection
- Change Detection (See Change and Moving Object Detection)
- Cloud Identification/Tracking
- Crop/Land-Use Identification and Survey
- Drainage Network Analysis
- Image-to-Map Registration
- Multiple Scan Registration
- Photogrammetry
- Road Detection, Extraction and Matching
- Sea/Ocean Wave Analysis
- Sea Ice Detection
- Ship/Seaport Analysis
- Terrain Analysis and Understanding
- Robotics
- Robot Localization
- Marker Based
- Omni-directional Cameras
- SLAM Based
- Visual Servoing
- Robo-Cup Soccer Analysis
- Safety
- Curb/Kerb and Step Detection
- Flame and Fire Detection
- Land Mine Detection
- Microwave Cold Spot Detection
- Particle Counting
- Steam and Smoke Detection
- Scientific
- Astronomical
- Star Catalogue
- Metallurgical Crystal Analysis
- Physics
- Particle Tracking
- Protein Folding Recognition
- Security and Surveillance
- Anomalous Behavior Detection
- Background Labelling
- Car Park Surveillance
- Change Detection (See Change and Moving Object Detection)
- Intruder Detection and Tracking
- Metal Detection
- Pedestrian Surveillance
- Surveillance Prioritization
- Workflow Verification and Monitoring
- Sports
- Event Detection/analysis
- Play Annotation
- Traffic and Transport
- Airport Monitoring
- Driver Alertness Monitoring
- Driver Support
- Pedestrian Detection
- Railroad Analysis
- Road Sign Identification
- Road Structure Analysis
- Seaport Monitoring
- Traffic Analysis
- Vehicle Detection, Monitoring and Tracking
- Vehicle License/Number Plate Analysis
- Virtual Reality
- Architectural Model Construction (see Architectural/Construction Model Reconstruction)
- Object Model Construction
- VR from Intensity Data
- VR from Range Data
- Other
- Image Mosaicing
- Image Sequence Stabilization
- Texture Synthesis
- Steganography/Information Hiding
- Databases and Indexing
- Database Organizations
- Database Types
- Indexing Algorithms
- Image Databases
- Intensity and Color Indices
- Color Histogram Matching
- Color Indexing
- Multi-Modal Neighborhood Signatures
- QBIC: Query By Image Content / CBIR: Content-Based Image Retrieval
- Bayesian User Modelling
- Relevance Feedback
- Shape Indices
- 3D Shape Indices
- Curvature Scale Space
- Texture Indices
- Video Database Analysis/Indexing
- Famous Vision Systems
- ACRONYM
- ALVINN
- AMBLER
- APPLY
- BABE
- CODGER
- CONDOR
- CVS
- GEOMETER
- GIPSY
- IDECS
- IGS
- IUA
- KBVISION
- MANIAC
- MAPSEE
- Marr's Theory
- MSYS
- NAVLAB
- NGS
- PHOENIX
- POLY
- SEE
- SIGMA
- SPIDER
- SUCCESSOR
- TINA
- VaMoRs
- VISIONS
- VISTA
- YARF
- Generic Vision Methods
- Accumulation/Voting Methods
- Hough
- Adaptive Hough Transform
- Analytic Curve Finding
- Cascaded Hough Transform
- Generalized Hough Transform
- Hierarchical Hough Transform
- Performance Improvement Techniques
- Pose Estimation
- Probabilistic Hough Transform
- Randomised Hough Transform
- Surface Finding
- Velocity
- Tensor Voting
- Diffusion/PDE/Time-Based Evolution Methods
- Eigenvector/Function Decompositions
(See Eigenvector and Eigenfunction)
- Genetic Algorithms/Programming
- Graph Methods
- Graph Representations
- Adjacency Graph
- Association Graph
- Attributed Graph
- Dynamic Feature Graph
- Optimal Basis Graphs
- Graph Matching
- Bayesian Graph Matching
- Bipartite Matching
- Graph Cuts
- Graph/Tree Edit Distance and Methods
- Maximal Cliques in Association Graphs
- Spectral Decomposition Methods
- Subgraph Isomorphism
- Image Pyramids and Scale Reduction
- Adaptive Pyramids
- Gaussian Pyramids
- Laplacian Pyramids
- Level Sets
- Minimum Description Length
- Multiple Scales/Resolutions
- Fractals
- Multi-Scale Integration
- Ranklets
- Scale Space
- Wavelets
- Graph, Networks & Connectionist Methods
- Bayesian Networks
- Connectionist Methods
- Loopy Belief Propagation
- Neural Networks
- Probabilistic Graphical Models
- Radial Basis Function Networks
- Wavelet Networks
- Regularization
- Relaxation
- Continuous
- Discrete
- Probabilistic/Stochastic
- Spatial Indexing/Spatial Hashing
- Subpixel/Superresolution Methods
- (Un)Certainty Representations
- Bayesian Networks (See Bayesian Networks)
- Discrete (See Relaxation)
- Fuzzy Logic
- Intervals
- Probabilities
- Vision Paradigms
- 3D Vision
- Active Vision
(See Motion: Active Vision)
- Geometric Vision
(See Vision Geometry and Mathematics
and Geometric Representation of Model Features)
- Purposive Vision
- Qualitative Vision
- Vision System Design and Characterization
- Error Propagation
- Performance Characterization
- Receiver Operating Characteristics
- System Design Issues
- Geometric Feature Extraction Methods
- General
- 3D from
- Line Drawings
- Boundary/Line/Curve Segmentation
- Breakpoint/Corner Detection
- Lowe's Method
- Multi-Scale Methods
- Recursive Splitting
- Compressed Image Feature Extraction
- Color Distributions/Descriptors
- Edges
- Salient Points
- Texture Descriptors
- Connected Component Labeling
- Corner and Interest Point Feature Detectors
- Curvature Scale Space
- Feature Point/Region Descriptor, incl. Lowe's SIFT
- Forstner Operator
- Haralick Operator
- Harris/Plessey Corner Finder, including Scale Adapted
- Moravec Operator
- Subpixel Corner Finding
- Susan Corner Finder
- Wavelet-Based Salient Point Detection
- Curve Fitting/Local Curvature Estimation
- Circle Fitting
- Curve Smoothing
- Ellipse Fitting
- Hyperbola Fitting
- Edge Detection and Enhancement
- Adaptive Edge Detection
- Canny/Deriche Edge Detector
- Color Edge Detectors
- Edge Types
- Edge Type Labelling
- Energy Function Based Edge Detectors
- Evaluation of Edge Detectors
- Extended Edge Detection
- First Derivative, Gradient Edge Detection
- High-pass Filter Edge Enhancement
- Hueckel and other Parametric Fitting Edge Detectors
- Kirsch Compass Edge Detector
- Marr-Hildreth, Laplacian of Gaussian, Zero-Crossing, Difference of Gaussian Edge Detector
- Mathematical Morphology Based Edge Detectors
- Multi-Dimension Edge Detection
- Multi-Scale Edge Detectors
- Optimal Edge Detectors (See also Canny Edge Detector)
- Other Edge Detectors
- Prewitt/Sobel Edge Detector
- Range/Depth Image Edge Detectors
- Regularization Based Edge Detectors
- Roberts Cross Edge Detector
- Robinson Edge Detector
- Second Derivative Operators (including Zero Crossing)
- Subpixel Edge Detection (See Subpixel Methods)
- Walsh Function/O'Gorman Edge Detector
- Edge/Line/Contour Feature Following, Grouping, Linking and Tracking
- 4/6/8 Connectivity
- Contour Tracking
- Dynamic Programming
- Edge Linking
- Graph Searching
- Hough Transform (See Transforms: Hough)
- Hysteresis Tracking
- Paired Boundaries, Paired Contours
- Relaxation Linking
- Search Trees
- Subjective Contours / Illusory Contours
- Stochastic Completion Fields
- Global Structure Extraction
- Ribbons
- Salient Features
- Symmetry Lines (See also Symmetry)
- Symmetry Planes
- Feature Histograms
- Histogram Analysis
- Multi-Dimensional Feature Histograms
- Pairwise Histograms
- Image Invariants
- Line Detection
- Image Ridges
- Mensuration
- Scene Object Size Estimation
- Subpixel/Superresolution Methods (See Subpixel Methods)
- Model-Based Feature Detection/Segmentation
- Point or Pixel Descriptions (See also Classification Transforms)
- Bar, Line Points
- Blob/Center-Surround Points
- Color Receptive Fields
- Gabor Filters
- Log-Gabor Filters
- Gaussian Derivatives
- Receptive Fields/Steerable Filters
- Steerable Pyramids
- Primal Sketch (See Marr's Theory)
- Region Detection
- Bayesian Network Methods (See Bayesian Networks)
- Boundary-Region Fusion
- Color/Spectrum Based/Chroma Keying/Bluescreen
- Facet Model-Based Extraction
- Maximally Stable Extremal Regions
- Region Boundary Extraction
- Superpixels
- Texture Based
- Methods
- Common Approaches
- Divide and Conquer
- Knowledge/Model Guided
- Recursive Splitting
- Region Growing
- Scale-Space
- Split and Merge
- Thresholding (See also more general Thresholding)
- Watersheds of Gradient Magnitude
- Ridge and Valley Detection
- Scanline Slices
- Skew Analysis and Estimation
- Spatial Relationship Detection
- Collinearity
- Coplanarity
- Intersection/Cotermination
- Relative Orientation
- Special Feature Extraction
- Focus of Expansion
- Ground Plane
- Horizon
- Occluding Contour Detection
- Vanishing Point
- Structure Tensor
- Surface Patches in Volumes
- Optimal Surface Detection
- Zucker-Hummel
- Surface Segmentation from 2 1/2D or 3D data
- Curvature-Based Surface Patch Detection (See also Principal Curvatures and Directions and other Local Shape Representations)
- Cylinder Detection
- Planar Facet/Triangulation Patch Detection
- Planar Surface Models
- Surface Clustering/Grouping
- Surface Discontinuity Detection
- Curvature
- Depth
- Surface Orientation
- Surface Fitting and Growing
- Cylinder Patch Extraction
- Planar Patch Extraction
- Quadric Patch Extraction
- Surface Shape Classification
- Surface Shape Parameter Estimation
- Cylinder
- Ellipsoid/Sphere
- Free-Form Surface
- Plane
- Quadric
- Torus
- Triangulation
- Surface Shape (Shape-From-X Methods)
- Contours/Silhouettes
- Defocus
- Focus
- Geometric Constraints
- Integrating Multiple Methods
- Line Drawings (See Line Drawings)
- Monocular Depth Cues
- Monocular Visual Space
- Motion
- Multiple Sensors (See Multi-Sensor Geometries)
- Perspective
- Photo-Consistency
- Photometric Motion
- Photometric Stereo
- Polarization
- Shading
- Shadows
- Specularities
- Structured Light
- Texture
- Texture Motion
- Zoom
- Texture
- Boundary Detection
- Classification
- Color Texture
- Fourier Descriptors
- Hierarchical Textures
- Shape Texture/Surface Roughness Characterization
- Structural/Syntactic Texture Representations
- Statistical Representations
- Co-occurrence, Cocurrence, Cooccurrence Matrices
- Edge Frequency
- Energy Measures
- Filter-based Descriptors
- Fractal Measures
- Histogram Methods
- Local Binary Patterns
- Markov Random Field Representations
- Moments of Intensity (See 2D Moments and their Invariants)
- Primitive Length, Run Length
- Spatial Frequency
- Texon/Texel Invariants and Representations
- Texture Field Grouping/Segmentation (See Texture-based Region Segmentation)
- Texture Gradients/Directions/Oriented Patterns
- Wavelet-based Texture Descriptors (See also the generic Wavelets)
- Topological Image Description
- Visual Routines, Empirical Feature Detectors
- Volume Detection
- Voxel Model Recovery
- Generalized Cylinder Detection
- Superquadric Detection
- Wavelet Feature Descriptors (See also the generic Wavelets)
- Wavelet Moment Invariants
- Vision Geometry and Mathematics
- Basic Representations
- Coordinate Systems
- Cartesian: Affine, Rectangular
- Cylindrical
- Hexagonal
- Log-Polar
- Polar
- Spherical
- Digital Topology
- Dual Space
- Homogeneous Coordinates
- Pose/Rotation/Orientation Representations
- Axis-angle
- Clifford Algebra
- Euler Angles
- Exponential Map
- Quaternion/Dual-Quaternion
- Rotation Matrix
(See also Homogeneous Coordinates)
- Rotation/Slant/Tilt
- Yaw/Pitch/Roll
- Distance Metrics
- Affine
- Algebraic
- Bhattacharyya
- Chi-squared
- Earth Mover's/Optimal Mass Transport/Monge-Kantorovich
- Euclidean
- Fuzzy Intersection
- Hausdorff
- Jeffrey-Divergence
- Kullback-Leibler Divergence (KL)
- Mahalanobis
- Manhatten or city-block
- Minkowski-form
- Procrustes
- Quadric Form
- Specific Structure Similarity
- Curve Similarity
- Region Similarity
- Volume Similarity
- Elementary Mathematics for Vision
- Coordinate Systems, Vectors, Matrices, Derivatives and Gradients, Probability
- Derivatives in sampled images
- Function Optimization
- 1D Function Optimization and Golden Section
- Constrained Optimization and Lagrange Multipliers
- Multi-Dimensional Optimization
- Derivative Free Search
- Global Optimization
- Downhill Simplex
- Genetic Algorithms
(See Genetic Algorithms/Programming)
- Graduated Non-Convexity and Multi-Resolution Methods
- Markov Random Field Optimization
- Particle Swarm Optimization
- Simulated Annealing
- Optimization With Derivatives
- Levenberg-Marquardt
- Newton and Gradient Descent Algorithms
- Optimization Model Selection
- Variational Methods
- Linear Algebra for Computer Vision
- Eigenfunctions
- Eigenvalues/Eigenvectors
- Principal Component and Related Approaches
- Dimensionality Reduction
- Discriminant Analysis
- Factor Analysis
- Fisher Linear Discriminant Transformation
- Independent Component Analysis
- Kernel Linear Discriminant Analysis
- Kernel Principal Component Analysis
- Non-Negative Matrix Factorization
- Optimal Dimension Estimation
- Principal Component Analysis/Karhunen-Loeve transformation
- Principal Geodesic Analysis (PGA)
- Probabilistic Principal Component Analysis
- Rao-Blackwell Dimensionality Reduction
- Sammon Mapping
- Singular Value Decomposition (SVD)
- Structure Tensor
- Multi-Sensor/Multi-View Geometries
- 3D Reconstruction
- 2D Projections
- Reconstruction from Multiple Images/Orthogonal Views
- Slice-based Reconstruction (e.g. PET/CAT/MRI)
- Affine and Projective Stereo
- Baseline
- Narrow Baseline Stereo
- Wide Baseline Stereo
- Binocular Stereo Algorithms
- Cooperative Algorithms
- Disparity
- Dense Stereo Matching Approaches
- Dynamic Programming
- Feature Matching Stereo Algorithms
- Gradient Matching Stereo Algorithms
- Image Rectification
- Planar Rectification
- Polar Rectification
- Log-Polar Stereo
- Multi-Scale Stereo Algorithms
- Panoramic Image Stereo Algorithms
- Phase Matching Stereo Algorithms
- Region Matching Stereo Algorithms
- Weakly/Uncalibrated Approaches
- Spherical Stereo
- Epipolar/Multi-View Geometry
- Absolute Conic
- Absolute Quadric
- Epipolar Geometry Definitions
- Essential Matrix
- Fundamental Matrix
- Homography Tensor
- Transfer and Novel View Synthesis
- Trifocal/Quadrifocal Tensor
- Image Based Modelling/Plenoptic Modelling
- Image Feature Correspondence Constraints
- Active Stereo
- Disparity Gradient Limit
- Disparity Limit
- Epipolar Constraint
- Feature Contrast
- Feature Orientation
- Grey-level Similarity
- Lipschitz Continuity
- Ordering
- Surface Continuity
- Surface Smoothness
- Uniqueness
- Viewpoint Constraint
- View Consistency Constraint
- Multi-View Matching
- Scene Reconstruction/Surface Interpolation
- Adaptive Meshing
- Constrained Reconstruction
- Membrane/Thin Plate Models
- Texture Mapping
- Triangulation
- Volumetric Reconstruction
- Trinocular (and more) Stereo
- Parameter Estimation
- Bayesian Methods
- Constrained Least Squares
- Linear Least Squares
- Optimization (See Functional Optimization)
- Robust Techniques (See Robust Estimators)
- Probability and Statistics for Computer Vision
- Autoregression
- Basic Statistics and Bayes Rule in Vision
- Bayesian Inference Networks (See generic entry)
- Causal Models
- Correlation
- Covariance and Mahalanobis Distance in Vision
- Dempster-Shafer
- Distribution Mode Analysis
- Gaussian / Normal Distribution
- Heteroscedastic Noise and HEIV Regression
- Hidden Markov Models
- Honest Probabilities
- Hypothesis Testing
- Information Theory
- Kalman Filters
- Unscented Kalman Filter
- Least Mean Square Estimation and Estimators
- Least Median Square Estimation and Estimators
- Maximum Likelihood
- Model Fitting
- Monte Carlo Methods for Vision
- Markov Chain Methods for Vision
- Markov Random Fields
- Applications
- Conditional Random Fields
- Multi-level MRF
- Optimization Methods
- Approximate Variational Extremum
- Gibbs Sampling
- Graduated Nonconvexity
- Graph Cuts
- Iterated Conditional Modes
- "Modern" Graph Cut
- Simulated Annealing
- Theory
- Mixture Models and Expectation Maximization (EM)
- Normalization
- Non-Parametric Methods
- Poisson Distribution
- Probability Density Estimation
- Random Number Generation for Vision
- Robust Estimators
- Useful Distributions
- Projection Geometries and Transformations
- Affine
- Anamorphic/Catadioptric
- Central Projection
- Euclidean
- Homography
- Hierarchy of Geometries
- Orthographic
- Paraperspective
- Perspective
- Plane Projection
- Projective Space (3D)
- Real Camera Projection
- Similarity
- Weak-Perspective
- Properties and Invariants of Projection
- Absolute Points
- Affine Invariants
- Collineations
- Conics
- Coplanarity Invariants
- Cross Ratio
- Differential Invariants
- Duality
- General Projective Invariants
- Integral Invariants
- Laguerre Formula
- Pencil of Lines
- Quasi-Invariants
- Structural Invariants
- Relational Shape Descriptions
- Curves
- Adjacency/Connectedness
- Relative Curvature
- Relative Length
- Relative Orientation
- Separation
- Regions
- Adjacency/Connectedness
- Relative Area/Size
- Separation
- Surfaces
- Adjacency/Connectedness
- Relative Area/Size
- Relative Orientation
- Separation
- Volumes
- Adjacency/Connectedness
- Relative Orientation
- Relative Volume/Size
- Separation
- Shape Properties
(See also Geometric Representation of Model Features)
- Points and Local Invariants
- Curves and Curve Invariants
(See also Curves)
- Affine Arc Length and Affine Curvature
- Arc Length
- Bending Energy
- Chord Distribution
- Curvature, Torsion, Curvature Radius
- Differential Geometry, Frenet Frame, Frenet-Serret Formulas
- Invariant Points: Inflections/Bitangents
- Image Regions and Region Invariants
- Angularity ratio
- Area, Perimeter
- Boundary Properties
- Center-of-Mass
- Convexity Ratio
- Eccentricity, Circularity, Compactness, Elongatedness
- Elongation Factor
- Euler number/Genus
- Extremal Points
- Feret's Diameter, Martin's Diameter
- Fourier Descriptors
- Minimum Bounding Rectangle
- 2D Moments and their Invariants
- Affine Moments
- Binary Moments
- Color Moments
- Eigenmoments
- Grey-Level or Texture Moments
- Legendre Moments
- Orthogonal Moments: Hahn, Legendre, Zernike, Chebichev
- Racah Moments
- Velocity Moments
- Zernike Moments
- Orientation
- Sphericity ratio
- Rectangularity
- Rectilinearity
- Roundness ratio
- Topological Descriptors
- Wadell's circularity shape ratio
- Surfaces
- Apparent Contour and Local Geometry
- Common Shape Classes and Representations
- Cone
- Cyclide
- Cylinder
- Ellipsoid/Sphere
- Membrane/Thin Plate Spline (See here)
- Plane
- Polyhedra
- Quadric
- Torus
- Fundamental Forms
- Gauge Coordinates
- Hessian
- Metric Determinant
- Principal Curvatures and Directions and other Local Shape Representations
- Deviation from Flatness
- Gauss-Bonnet Surface Description
- Gaussian Curvature
- Koenderink's Shape Classification
- Mean Curvature
- Mean and Gaussian Curvature Shape Classification
- Minimal Points
- Parabolic Points
- Ridges and Valleys
- Umbilics
- Quadratic Variation
- Surface Area
- Surface Normals and Tangent Planes
- Surface Orientation and Gradient Space
- Symmetry
(See also Symmetry Detection)
- Affine
- Bilateral
- Rotation
- Skew
- Volumes
- Elongatedness
- 3D Moments and Moment Invariants
- Volume
- Transformations (Geometric), Registration and Pose Estimation Methods
- 2D to 2D Pose Estimation Methods
- Line-Based Methods
- Point-Based Methods
- 2D to 3D Pose Estimation Methods
- Line-Based Methods
- Point-Based Methods
- 3D to 3D Pose Estimation Methods
- Line-Based Methods
- Point-Based Methods
- Affine Transformation
- Minimal Data Estimation
- Least-square Estimates
- Robust Estimates
- Bundle Adjustment
- Euclidean Transformation
- Least-square Estimates
- Minimal Data Estimation
- Robust Estimates
- Homography Transformation
- Least-square Estimates
- Minimal Data Estimation
- Robust Estimates
- Kalman Filter Pose Estimation Methods
- Partially Constrained Pose
- Incomplete Information
- Intrinsic Degrees of Freedom
- Projective Transformation
- Least-square Estimates
- Minimal Data Estimation
- Robust Estimates
- Similarity Transformation
- Least-square Estimates
- Minimal Data Estimation
- Robust Estimates
- Image Physics
- Color and Reflectance
- Albedo, Irradiance, Radiance and Reflectance and their Estimation
- Bidirectional Reflectance Distribution Function
- Color, Appearance and Human Performance
- Illumination, Lightness and Color Constancy, Reflectance Recovery and Shading Correction
- Color Correction
- Color Normalization
- Color Representation Systems
- CIE Chromaticity Coordinates/XYZ
- Color Spaces, and Conversion. Eg. IHS/RGB/YIQ/CMY/CMYK/CMYB/HSL/HSI
- Principal Component Basis Space
- Color Mixture Models
- Dichromatic Reflection Model
- Empirical Color Representations
- Statistical Representations
- Basis Function Representations
- Photometric Invariants
- Reflectance Map
- Special Worlds
- Mondrian
- Monochrome
- Image Content, Structure and Formation
- Content and Formation
- Dimensionality
- Non-Rectangular Geometries
- Photometric content
- Gamma Correction
- Hue/White Balance and Correction
- Measurement and Quantigraphics
- Saturation and Correction
- Spatial Frequency and Sampling
- Value Quantization and Compression
- Light and Illumination
- Elementary physics
- Elementary Effects: Diffraction, Interference, Reflection, Refraction and Transmission
- Elementary Manipulation: Collimation, Diffraction gratings, Diffusion, Mirrors, Prisms, Transmission
- Standard Sources: Blackbody, Incandescent, Luminescent Sources, Sun
- Source Geometry
- Source Placement
- Source Shapes
- Area
- Diffuse
- Line
- Point
- Special Situations
- Illumination techniques for improving observation
- Mutual Illumination and Interreflections
- Polarization
- Shadows
- Spectral Filtering
- Summary of Different Light Sources
- Special Sources
- Acoustic Sonar
- Infrared
- Laser
- Scanning Electron Microscope
- Synthetic Aperture Radar
- Noise Models
- Distributions
- Gaussian
- Salt-and-Pepper
- Speckle
- Uniform
- Sources
- Amplifier Noise
- Heteroscedastic Noise
- KTC Noise
- On-chip Electronic Noise
- Photon Noise
- Quantization Noise
- Thermal Noise
- Optics and geometrical light manipulation
- Basic Geometric Optics
- Catadioptric Optics
- Focus Invariant Imaging
- Image Control: Focus, Aperture, Exposure/Shuttering, Gain, Offset
- Image Distortion (See Image Distortion, Models and Correction)
- Lenses and their Selection
- Telecentric Lenses
- Vignetting
- Sensor Response Physics
- Surface Shape Physics
- Empirical Surface Models
- Surface Classes
- Dusty
- Fractal Surfaces
- Lambertian
- Phong
- Specular
- Texture (See Texture)
- Image Transformations
- General
- Appearance Enhancement Transforms
- Artistic Effects
- Brightness Adjustment
- Contrast Adjustment (See also Histogram Equalization and Color Remapping)
- Edge Sharpening
- Histogram Equalization/Adaptive Histogram Equalization (See also Contrast Adjustment and Color Remapping)
- Saturation Adjustment
- Image Magnification (See Subsampling, Interpolation, Zooming)
- Distance and Skeleton
- Distance (2D, 3D)
- Laplacian Eigenspace
- Medial Axis
- Principal Component Encoding (See Principal Component Analysis)
- Shock Filter, Shock Tree, Shock Graph
- Skeleton
- Smoothed Local Symmetries
- Geometric Transformations (See also Geometry and Mathematics)
- Euclidean: Rotate, Translate, Reflect
- Subsampling, Interpolation, Zooming
- Rectification (See Rectification)
- Scale, Shear, Affine, Perspective, Projective
- Warping
- Global Transforms
- Discrete Cosine/Sine
- Fourier
- Frequency Domain Filtering
(See Frequency Filtering)
- Homomorphic Filtering
- Non-Uniform Fourier Transform
- Optical Image Processing
- Polar/Log Polar Fourier Transform
- Haar
- Hartley
- Hadamard/Walsh
- Histogram (See also Feature Histograms)
- Karhunen-Loeve or Hotelling (See Principal Component and Related Approaches)
- Radon
- Ridgelet
- Slant
- Trace
- Wavelet Transformations (See also the generic Wavelets)
- Image and Video Compression
- Adaptive Coding
- Arithmetic Coding
- Block Coding, GIF, TIFF, Lempel-Ziv-Welch (LZW) Huffman encoding
- Color Image Compression
- Differential Pulse Code Modulation (DPCM)
- Feature Extraction from Compressed Images (See also Compressed Image Feature Extraction)
- Fractal
- Hierarchical
- Image Quality Evaluation/Comparison
- JPEG
- Model-Based Coding
- Motion and Video Coding
- MPEG
- Predictive Methods (See also Differential Pulse Code Modulation)
- Run Length Compression
- Stereo Compression
- Vector Quantization (See general Vector Quantization)
- Wavelet/Scalar Quantization (WSQ)
- Image Stabilization
- Local Operator Transforms
- Adaptive Filtering
- Composite Filters
- Convolution
- Normalized Convolution
- Separable Templates
- Difference of Gaussians
- Differentiation Filtering
- Frequency Filtering
- General
- High Pass
- Low Pass
- Matched Filter
- Noise Reduction and Image Restoration
(See also Image Restoration)
- Adaptive Smoothing
- Anisotropic Filtering
- Average/Mean Smoothing
- Bayesian Filtering
- Bilateral Filtering
- Brightness Distortion Correction
- Color Images
- Conservative Smoothing
- Crimmins
- Deconvolution/Inverse Convolution
- Diffusion Methods
- Edge-Preserving Smoothing
- Gaussian Smoothing
- Global Filters
- Kuwahara
- Lee's Local Statistics Filter
- Local Nonlinear Image Restoration
- Median Filtering
- Median Flow Filtering
- Median Least Variance/Median Coefficient of Variation Filters
- Monte Carlo Markov Chain Restoration
- Multichannel/Multispectral Filtering
- Other Smoothing Algorithms
- PDE, Diffusion Methods
- Rank Order Filtering (See also Median Filtering)
- Savitzky-Golay Filtering
- Scale-Space Filtering (See Scale Space)
- Spline Filtering
- Temporal Averaging
- Wiener Filtering
- Morphological Transformations
- Binary Noise Reduction
- Boolean Convolution
- Conditional Dilation
- Dilate, Erode
- Fuzzy Morphology or Soft Morphology
- Greylevel, Greyscale Morphology
- Greylevel, Greyscale Morphological Dilation, Erosion, Umbra Dilation, Umbra Erosion
- Greylevel, Greyscale Morphological Gradient
- Greylevel, Greyscale Morphological Laplacian
- Greylevel, Greyscale Morphological Opening, Closing
- Greylevel, Greyscale Morphological Smoothing
- Hit-and-Miss
- Morphological Segmentation
- Open, Close
- Region-Filling, Propagation
- Thin, Thicken (2D, 3D)
- Top Hat Transform
- Watershed Transform
- Pixel Classification (Value-to-Label) Transforms (See also Classification Methods)
- Color, Multispectral Based
- Curvature, Shape Based (See Curvature-Based Surface Patch Detection)
- Edge Type Labeling
- Intensity Based
- Mixed Pixel Labeling
- Shadow Type Labeling
- Texture Based
- Point Binary Image Operator Transforms
- Image Arithmetic
- Addition
- Bitshift
- Blending
- Division
- Multiplication
- Subtraction
- Image Logic
- AND/NAND
- NOT/INVERT
- OR/NOR
- XOR/XNOR
- Point Unary Image Operator Transforms
- Clipping
- Color Remapping
- Logarithmic, Exponential, Gamma Correction
- Thresholding
- Adaptive Thresholding
- Edge Image Thresholding
- Multi-Spectral Thresholding
- Quantization Techniques
- Threshold Selection
- Segmentation, Grouping Transforms
- Property Basis
- Color (See Color/Spectrum Based Segmentation)
- Intensity (See Region Detection -> Thresholding)
- Motion (See Motion Field->Region Segmentation/Decomposition)
- Surface Shape (See Curvature-Based Surface Patch Detection)
- Texture (See Texture-based Region Segmentation)
- Structures
- Curve (See Boundary/Line/Curve Segmentation)
- Region (See Region Detection)
- Surface (See Surface Segmentation from 2 1/2D or 3D data)
- Volume
- Technologies
- Clustering (See Clustering)
- Connected Components/Blob Extraction (See Connected Components Labelling)
- Model-Based (See Model-Based Feature Detection/Segmentation)
- Minimum Description Length (See Minimum Description Length)
- Region Growing (See Regions-> Region Growing or Surfaces->Surface Fitting and Growing)
- Relaxation (See Relaxation)
- Rule-Based/Expert-System Based
- Thresholding (See Unary Operators)
- Motion and Time Sequence Analysis
Introduction
- Active Vision
- Kinetic Depth
- Feature Stabilization
- Surface Reconstruction
- Time-To-Contact
- Visual Servoing
- Appearance Change Analysis
- Change and Moving Object Detection
- Background Modelling
- Detection with a Changing Background
- Foreground Modelling
- Image Differencing
- Moving Camera Change Detection
- Shadow Removal
- Depth/Range Image Temporal Sequence Analysis
- Image Sequence Fusion
- Mosaics (See Image Mosaics)
- Stabilization (See Image Stabilization)
- Superresolution
- Motion Field
- Depth Estimation
- Edge, Discontinuity Detection
- Extraction
- Hierarchical Estimation
- Region Segmentation/Decomposition
- Motion Layer/Multiple Motion Segmentation
- Motion Property Estimation
- General Motion Estimation
- Observer Motion, Egomotion Estimation
- Periodicity Estimation
- Planar Motion Estimation
- Pure Rotation Estimation
- Pure Translation Estimation, Linear Motion Constraints
- Non-Rigid Motion Analysis
- Human Pose and Motion Estimation
- Optical Flow
- Affine Flow
- Aperture Problem
- Area Based Methods
- Binocular Methods
- Boundary, Discontinuity Estimation
- Contour Based Methods
- Color Optical Flow
- Correlation Based Flow Estimation
- Feature Based Flow Estimation
- Flow Field Calculation
- Flow Histogram
- Gradient Based Flow Estimation
- Information Extraction
- Egomotion
- Epipole Location
- Focus of Expansion
- Obstacle Detection
- Multi-Grid Methods
- Normal Flow
- Optical Flow Constraint Equation
- Optical Flow Smoothness Constraint
- Range Flow
- Special Case Motions
- Structure from Optical Flow
- Sensor, Camera Motion Estimation
- Spatio-Temporal Analysis
- Epipolar Plane Analysis
- Spatio-Temporal Corner Detector
- Spatio-Temporal Filters
- Representations (see also Motion Models)
- Small Motion Models
- Temporal Spatio-Velocity transform
- Structure from Motion/Structure and Motion
- Articulated Object Segmentation
- Classical Structure from Motion
- Multi-Frame Structure Estimation
- Critical Motions
- Initialization
- Metrical (or Euclidean) Reconstruction
- Nonlinear Recursive Methods
- Rigid Body Segmentation
- Rigidity Constraint
- Structure Consistency Constraint
- Structure Factorization
- Factorization with Uncertainty
- Surface Reconstruction
- Temporal Factorization
- Temporal Event Analysis (See also Temporal Representations)
- Activity Analysis
- Action Temporal Segmentation
- Instantaneous Activity Recognition
- Long Term Activity
- Hidden Markov Model Matching
- Hidden Semi-Markov Model Matching
- Trajectory Model Matching
- Novelty/Unusual Event Detection
- Tracking
- Articulated Object Tracking
- Binocular Tracking
- Discontinuous Events
- Feature Tracking Approaches
- Active Contour Tracking
- Appearance-based Tracking
- Edge Tracking
- Fiducial/Marker Tracking
- Model-Based Tracking
- Optical Flow-based Target Tracking
- Pose Based Tracking
- Scene Feature Based Tracking
- Template/Correlation Based Tracking
- Temporal Stereo
- Moving Camera Based Tracking
- Multiple Target Tracking
- Target Tracking Approaches
- Detection by Background Differencing (See Change Detection)
- Detection Regions
- Persisence Through Occlusion
- Target Correspondence
- Tracking Information Fusion
- Condensation/Particle Filter Tracking
- Tracking Using Bayesian belief propagation
- Tracking Using Hidden Markov Models
- Tracking Using Kalman Filters
- Vergence Maintenance
- Hardware, DSP, Parallel and Other Non-Standard Processing Platforms
- Cellular/Systolic Arrays
- DSP (Digital Signal Processors) Approaches
- Neural Networks
- Hopfield Networks
- Kohonen Networks
- Perceptron Networks
- Radial Basis Functions Networks (See Radial Basis Function Networks)
- Support Vector Machines
- Parallel Processing Approaches
- Multiple Instruction Multiple Data (MIMD)/Multi-Processor
- Data Parallelism/Domain Decomposition
- Pipeline/Subtask Parallelism
- Task Farming
- Single Instruction Multiple Data (SIMD)
- Massively Parallel Systems
- Pyramid Architectures
- Vector Processors
- Programmable Logic Approaches
- Reconfigurable Mesh
- VLSI Approaches
- Retina Chips
- Object, World and Scene Representations
- General
- Full Object Representations
- Flat
- Hierarchical, By Parts, Structural Decomposition, Subcomponent Representation
- Functional Representations
- Geometric Representation of Model Features
(See also Shape Properties)
- CAD Representations
- Curves
- Chain Codes
- Circles
- Conics
- Contour Parametric and Contour Complex Functions
- Crack Codes
- Curvature Primal Sketch
- Curvature Scale Space
- Curve Cross Section Functions
- Edgelet, Contourlet
- Ellipses
- Fourier Descriptors
- Intrinsic Equations
- Lines
- Line Moments
- Phi-S Curves, Tangent Angle Functions
- Polyline, Polycurves, Polygonal Approximations
- Radius Vector Functions
- Signatures
- Snakes, Active Contours (See also Active Shape Models)
- Splines
- Superellipses
- Supershapes
- Support Functions
- Torsion, Curvature
- Torsion Scale Space
- Wavelet-based Curve Descriptors (See also the generic Wavelets)
- Width Functions
- Points
- Local Point Invariants
- Local Scale Descriptions
- Non-Linear Point Distribution Models
- Point Distribution Models
- Regions
- Axial Representations (Medial Axis, Skeletons, Smoothed Local Symmetry)
- Affine Invariant Skeletons
- Convex Hull
- Region Cross Section Functions
- Delaunay Triangulation/Voronoi Diagrams
- Grey-Level Distribution Models
- Central Moments
- Kendall's Shape Representation
- Pixel, Quadtrees/Irregular Quadtrees, Occupancy Grids
- Polygons
- Profiles/Projections
- Pyramids (See Image Pyramids and Scale Reduction)
- Region Graph Representations
- Run-length Coding
- Subcomponent Decompositions
- Topological Representations
- Trees
- Surfaces
- Common Surface Representations (See geometry)
- Conformal Mapping
- Local Point/Patch Representations
- Mean and Gaussian Curvature Sign Classes
- Membranes, Rubber Sheets and Thin Plates, and their Discontinuities
- Planar Patches/Faces, Edges and Vertices/Boundary Representations
- Principal Curvature Sign Classes
- Quadric Patches
- Shape, Curvature Magnitude Classes
- Sparse Tensors (Mian)
- Spherical Attribute Image
- Spline Surfaces
- Surface Triangulations/Meshes (Fixed, Adaptive, Deformable)
- Object Centered Representations
- Objects/Volumes
- 3D Skeletons
- Aspect Graph
- Balloons
- Constructive Solid Geometry/Set-Theoretic Modeling
- Gaussian Sphere/Extended Gaussian Image/Constellation EGI
- Generalized Cones/Cylinders
- Geons
- Hyperquadrics
- Medial Surfaces
- Quadrics
- Spherical Harmonics
- Superquadrics
- Supershapes
- Surface Patches
- Tetrahedral
- Volumetric Frequency
- Voxel, Octree/Irregular Octree, Occupancy Grid
- Wire-frames
- Logical and Symbolic Representations
- Frames
- "Knowledge Representation" Languages
- Predicate Calculus
- Relational
- Semantic Nets
- Motion Representations
- Multi-Scale Representation Approaches
- Fractals (See the generic Fractals)
- Scale Space (See the generic Scale Space)
- Wavelets (See the generic Wavelets)
- Non-Rigid Model Representations (see also Point Distribution Models)
- Active Appearance Models
- Active Shape Models
- Deformable Shapes
- Curves (See Snakes, Active Contours)
- Regions
- Surfaces
- Volumes
- Linear Structure Models
- Motion Models
- Parametric Models
- Piecewise Rigidity
- Time Varying Shape, Spatio-Temporal Models
- Non-Symbolic Representations
- Eigenspace / Principal Component Representations
- Interest Points
- Intrinsic Images
- Plenoptic Function Representations/Lightfields/Image-Based Rendering
- Procedural Representations
- Production Rules
- Visual Routines
- Shape Classes/Shape Families
- Temporal Representations (See also Temporal Event Analysis)
- Short-term Activity Representations
- Motion History/Energy Models
- Long-term Activity Representations
- Global Representations
- Frame-by-frame Models
- Hidden Markov/Finite State Models
- Target Trajectory Models
- Types of Models
- Appearance
- Aspect (See Aspects/Characteristic Views)
- Iconic (See Iconic Image Models)
- Geometric
- Graphs (See Graph)
- Relational
- Property
- Viewpoint Dependent, Viewer Centered Representations
- Iconic Image Models
- Aspects/Characteristic Views
- Singularity Events
- Tessellated Viewsphere Approximations
- Recognition Methods
High level vision
- Classification Methods (see also Distance Metrics and Pixel Classification (Value-to-Label) Transforms)
- Bayesian
- Contextual Methods
- Decision Trees, Sequential Classifiers
- Discriminating Feature Methods
- Fuzzy
- k-Nearest Neighbor
- Linear and Higher Order Discriminant Functions
- Markov Random Field Based
- Minimum Distance
- Multi-Classifier Fusion
- Neural Network and Perceptron Methods (See Neural Networks)
- Vector Quantization Based (See general Vector Quantization)
- Function-based Recognition
- General Reasoning Methods used in Vision
- Geometric Model Matching, Feature Correspondence, Shape Correspondence
- General Matching Control and Search Algorithms
- Generate and Test/Hypothesize and Verify
- Heuristic Search
- Hierarchical Methods/By Parts/Recognition by Components
- Interpretation Tree and Other Search Tree Variations
- Rule-Based Systems
- Theorem Proving
- General Matching and Registration Methods
- Appearance, Iconic, and View-Based Recognition, Video Google
- Boltzmann Machine, Hopfield Network, Simulated Annealing
- Constraint-Based Matching
- Context
- Deformable, Deformable Templates, Elastic Matching
- Factorization
- Fourier Matched Filter Object Recognition
- Generalized Hough Transform
(See Generalized Hough Transform)
- Geometric Hashing
- Image Alignment and Registration (See also Mosaicing)
- Iterated Closest Point/Iterative Closest Point
- MAPSAC
- Model Based Recognition
- Multi-Scale Feature Matching
- Non-rigid Alignment
- Object Category Recognition
- Bag of Features Models
- Structured Models
- Object Size/Scale/Distance Estimation
- Part Alignment/Pose Estimation
- Polygon Matching
- Pose Clustering
- RANSAC
- Relaxation Labeling (See Relaxation)
- Softassign algorithm
- Structural Description
- Template and Cross-Correlation Matching
- Gain and Bias Independent
- Inverse Compositional Method
- Geometric Constraints
- Global Methods
- Identity Verification/Alignment
- Geometric Feature Proximity
- Pose Consistency
- Model Based Indexing, Invocation
- Special Feature Matching
- 2D to 2D Point Features
- Proximity Matrices
- 2D to 3D Point Features
- 3D to 3D Point Features
- 2D, 3D Point to Structure Matching
- Aspect Graph Matching
- Boundary/Contour/Curve/Edge Matching
- Line Matching
- Property-Based Matching (e.g. moments, eigenvalues, invariants - see Classification Methods)
- Optical/Appearance Flow Matching
- Polygon Matching
- Needle-Map Matching
- Region Matching
- Surface Matching
- Texture Matching or Classification
- Volume Matching
- Syntactic Pattern Matching
- 1D/String matching
- 2D/Pattern Grammars
- Scene Understanding
- Affordance Understanding
- Appearance Prediction
- Figure-Ground Separation (See also Change and Moving Object Detection)
- High level vision
- Light Source Detection
- Line Labeling
- Occlusion Understanding and Recovery
- Perceptual Organization, Grouping
- Hierarchical Organization
- Subcomponent Detection
- Plan and Property Search
- Region labeling
- Scene Completion
- Shadow Understanding
- Sensor Fusion, Registration and Planning
- Fusion and Registration Types
- CT/CAT, MRI/NMR, PET
- Motion and Depth
- Range and Intensity
- SAR and Digital Maps
- Visible and Infrared
- Information Fusion
- Multi-Image Intensity Image Registration
- Multi-View Range Data Registration and Fusion
- Next View Planning/Prediction
- Sensor Networks
- Network Calibration
- Distributed Target Tracking & Fusion
- Sensor Path Planning
- Simultaneous Localization and Map-building/SLAM
- Static Sensor Placement/Parameter Determination
- Statistical Fusion and Kalman Filters
- Standard Sensors and their Properties
- General
- Analog Signal Shaping and Quantization
- Hologram, Digital Hologram
- Image Storage Devices
- Intensity Sensors and their Properties
- Atomic Force Microscopy
- Compressive Sensing
- High Dynamic Range Sensors
- Intelligent Image Capture
- Linear/Linescan Sensors
- Monochrome and Color Tube Sensors
- Monochrome and Color Chip Sensors
- Non-standard intensity sensors
- Hyperspectral Sensors
- Infrared Sensors
- Millimeter Imaging
- Multispectral Satellite Sensors
- Nanoscale Imaging
- Ultraviolet Sensors
- X-Ray
- NMR/MRI Magnetic Resonance Imaging
- fMRI
- PET - Positron Emission Tomography
- Radar
- Forward Looking
- Ground Penetrating
- Side Looking
- Synthetic Aperture
- Range Sensors
- Moire Fringe
- Color
- Intensity
- Phase Unwrapping Techniques
- Occluding Contour Analysis
- Phase Shift Range Sensors
- Time-of-Flight Range Sensors
- Triangulation
- Video Rate Range
- Dense Stereo-based
- Structured Light Based
- Sensor Geometries
- Regular
- Cartesian Grid
- Hexagonal
- Linear
- Space Varying
- Irregular
- Log-Polar/Foveal
- Viewfield
- Omnidirectional
- Catadioptric
- Concave Mirror
- Spherical Mirror
- Panoramic
- Small Field
- Wide Angle, Fisheye
- SPECT - Single Photon Emission Computed Tomography
- Transcranial Magnetic Stimulation (TMS)
- Ultrasound/Acoustic Sonar
- Medical
- Robotic
- Undersea
- Video/Television Transmission Formats
- RS-170/NTSC (US)
- CCIR/PAL (W. Europe)
- SECAM (E. Europe)
- X-Ray CAT/CT
- System Models, Calibration and Parameter Estimation
- Camera Calibration
- Binocular, Multi-camera, Moving Camera
- Autocalibration, Self-Calibration
- Critical Motions, Relations, Scenes
- Zoom Lens Calibration
- Using Calibration Targets
- Monocular
- Hand-Eye Calibration and Coordination (See also Visual Servoing)
- Illumination Field Calibration
- Image Distortion, Models and Correction
- Chromatic Aberration
- Defocus Blur
- Diffraction/Interference Fringes
- Filter "Ringing"
- Fish-eye Lens
- Motion Blur
- Radial Lens Distortion (also called Barrel/Pillow Distortion)
- Underwater Lens Calibration
- Pinhole Camera, Intrinsic and Extrinsic Camera Models
- Radiometric Calibration
- Structured Light Source Calibration
- Visual Learning
- Behavior Learning
- Discrete
- Probabilistic
- Geometric Feature Learning
- Learning Technologies
- Bayesian / Probabilistic Model Learning
- Bayesian Principal Component Analysis (See Principal Component and Related Approaches)
- Latent Variable Methods
- Variational Bayes
- Clustering
(See also Classifiers and Distance Metrics)
- Fuzzy
- Hierarchical
- K-Means
- Mean-shift
- Parametric and Non-Parametric
- Pattern Matrices
- Proximity Matrices
- Self-Organizing Feature Maps/Kohonen Networks
- EM: Expectation Maximization
- Ensemble methods
- Bagging
- Boosting
- Extremely Random Trees (Extra-trees)
- Random Forests
- Vector Boosting
- Feature Selection
- Genetic Algorithms/Genetic Programming (See Genetic Algorithms/Programming)
- Neural Networks (See Neural Networks)
- Principal Component Analysis
(See Principal Component and Related Approaches)
- Support Vector Machines
- Semi-Supervised Learning
- Vector Quantization
- Shape Model Learning
- Range Data Fusion
- Space Carving
- Structural Learning
- Architectural Models
- Volumetric Model Recovery
- Voxel Coloring
- Property Learning
- Spatial-Temporal Patterns
- Visual Neurophysiology
Visionary: A useful glossary of psychological and neurophysiological vision terms.
Wikipedia neuroscience portal
- Cross-Modal Linkages
- Audition
- Olfaction
- Touch
- Reaching
- Language
- Synesthesia
- Experimental Techniques
- Lesion Studies
- Agnosias
- Staining/Histology
- Electrophysiology
- Intracellular Recording
- Extracellular Recording
- Iontophoresis
- Imaging
- Optical Imaging of intrinsic signals
- Two-photon calcium imaging
- Voltage sensitive dye imaging
- fMRI - functional Magnetic Resonance Imaging
- BOLD Response
- PET - Positron Emission Tomography
- SPECT - Single Photon Emission Computed Tomography
- EEG - Electroencephalogram
- TMS - Transcranial Magnetic Stimulation
- MEG - Magnetoencephalography
- Molecular Biology and Genetics Techniques
- Neuropharmacology
- Key Concepts
- Neurons
- Basic Structure of Visual Pathway
- Large Scale Connectivity
- Dorsal and Ventral Streams
- Modularity
- Cortical Circuitry
- Neural Coding
- Receptive Fields
- Extra-classical Receptive Fields and Surround Modulation
- Topographic maps
- Binding & Synchronization
- Cortical Magnification
- Contrilateral/Ipsilateral Function
- Attention
- Main Components
- Global Anatomy and region nomenclature
- The Eye
- Anatomy and Structure
- Function
- Eye Movements
- Saccades and Microsaccades
- The Retina
- Development
- Anatomy and Structure
- Blind Spot
- Fovea and Periphery
- Circuitry
- Photoreceptors
- Horizontal Cells
- Bipolar Cells
- Amacrine Cells
- Retinal Ganglion Cells
- Function and Computations
- Light and Dark Adaptation
- Color Coding
- Lateral geniculate Nucleus/LGN
- Development
- Anatomy and Structure
- Function and Computations
- Parvocellular and Magnocellular Pathways
- Visual Cortex
- Plasticity and Development
- Plasticity
- Development
- V1/Primary Visual Cortex/Striate Cortex/Brodmann area 17
- Anatomy and Structure
- Neuron Types
- Connectivity
- Simple, Complex, Hypercomplex Cells
- Neural Coding
- Parvocellular and Magnocellular Pathways
- Layers
- Contrast Sensitivity
- Selectivity and Mapping of Stimulus Features
- Ocular Dominance
- Orientation
- Direction
- Spatial Frequency
- Colour
- Binocularity and Binocular Disparity
- Extrastriate Cortex/Brodmann areas 18 and 19/ Visual Association Area
- V2
- V3
- Dorsal V3/DM/PO/V6
- Ventral V3/VP
- V4
- DP (Dorsal Prelunate area)
- V5/MT (Middle Temporal Area)
- Higher Visual Cortical Areas
- MST/V5A (Medial Superior Temporal Cortex)
- Intraparietal Area
- LIP (Lateral Intraparietal Area)
- VIP (Ventral Intraparietal Area)
- AIP (Anterior Intraparietal)
- Area 7a
- Interferotemporal Cortex
- PIT (Posterior Interferotemporal Cortex)/TEO
- CIT (Central Inferotemporal Cortex)
- AIT (Anterior Inferotemporal Cortex)
- STP(Superior Temporal Polysensory Area)
- Cuneus
- SFS (Superior Frontal Sulcus)
- FEF (Frontal Eye Field)
- Superior Colliculus
- Pulvinar
- Caudate Nucleus
- Visual Processing Software Environments
- General
- ARC - Automatic Reconstruction Conduit - free web-based 3D reconstruction, including camera position, from uploaded images of a scene or object
- BBLimage: tools for processing volume images, especially medical images
- Bio-medical Imaging in Java (Michael Abramoff)
- Camera Calibration in Matlab Toolkit (J-Y Bouguet)
- CamCap: Nottingham Windows-based video image processing environment
- Commercial Image Processing developer toolkits
- CVIPtools - Windows, FreeBSD, Linux and Solaris, Irix based software package for the exploration of computer vision and image processing
- Epipolar Geometry Toolbox - A matlab based set of functions for multiple view computer vision problems. See Technical Report (Gian Luca Mariottini, Domenico Prattichizzo)
- EuclidStudio - a free integration environment for the development of video processing algorithms
- Face detection Software (Robert W. Frischholz)
- Fourier - Platform-independent image processing and analysis software written in ANSI C
- FPimage: Commercial Image Processing Software for the PC
- FFTW - free C subroutine library for computing the Discrete Fourier Transform (DFT) in one or more dimensions
- FreeImage - Image library for Windows
- Gandalf
- GNU Image Manipulation Program- free software for image manipulation
- homest: A C/C++ Library for Robust, Non-linear
Homography Estimation - homest is a C/C++ implementation of an algorithm for non-linear, robust
homography estimation from matched image point features that is distributed under the GPL. It
supports different cost functions for the non-linear minimization and includes robust regression
techniques for coping with outliers.
- HIPS Image Processing Software For the Unix/`C' Environment
- ImageJ - public domain Java image processing program
- ImageMagick: tools and libraries to read, write, and manipulate images
- Imalab - free extensible interactive image analysis environment
- ImLib3D - A C++ library for 3D image processing
- Intel's Open Source Computer Vision Library
- Intel's Image Processing Library
- ITK-SNAP: a software application used to segment structures in 3D medical images
- IUE: Image Understanding Environment
- IVT: Integrating Vision Toolkit - free, convenient access to imaging devices, clean camera abstraction, generic calibration, integration of OpenCV and QT.
- Khoros
- LTI-Lib Computer Vision Library in C++ - open source library with many standard and advanced computer vision methods
- Mixed Reality Toolkit (MRT) - small library of C++ classes (Russell Freeman)
- Morphology Toolbox for MATLAB (Roberto Lotufo, lotufo@dca.fee.unicamp.br)
- Metric Vision image measurement matlab software including point-to-curve distance and matching and tutorials
- MOTRIS - a framework for 3d-model based tracking, developed as a successor to XTrack
- MST Image C++ library for reading/writing images
- Non-rigid Shape Registration - Establishes one-to-one correspondences between 2D shape instances of an object, eg. for ASMs
- openCV - an open source cv system written in perl
- OpenMorpho - A C++ image processing library dedicated to Mathematical Morphology
- OpenTVF - a C++ library/framework for Tensor Voting
- PIANO - algorithms and tools for multi-dimensional medical image processing
- Poplog interactive programming environment and vision teaching materials with
distribution here.
- Popular Software packages for vision and image processing
- PNG image library
- SBA - a generic sparse bundle adjustment c/c++ package based on the Levenberg-Marquardt algorithm and LEVMAR - the Levenberg-Marquardt non-linear least squares algorithms in C/C++
- SaliencyToolbox 2.0 for Matlab - "a collection of Matlab functions and scripts for computing the saliency map for an image, for determining the extent of a proto-object, and for serially scanning the image with the focus of attention".
- TargetJr
- TIFF image library
- TINA - an open source environment to accelerate the process of image analysis research.
- VideoOCX - an Active-X development tool for image capture and display
- VIGRA - Generic C++ Programming for Computer Vision
- VripPack - Volumetric Range Image Processing Package
- VXL - C++ Libraries for
Computer Vision Research and Implementation, based on TargetJr and the Image Understanding Environment (IUE) to make it lighter, faster and more consistent.
- Image Processing with XBit - (Chengye Mao)
- XMegaWave - a free image processing environment (Agustin Trujillo, agustin@dis.ulpgc.es)
- XVision/XVision2 - application independent set of tools for visual feature tracking
- XVideoOCX - a commercial ActiveX control that allows integration of video capture and image processing capabilities into software applications.
- Visual Processing Control Structures
- General
- Architectures for Visual Processing
- Inter-process Visual Data Interfacing
- Attention, Foveation and Saccading
- Focus of Attention
- Gaze Control
- Visual Salience
- Behavior-Based Control
- Blackboards
- Classes of Vision Systems
- Continuous Process Systems
- Real Time/Video Rate Systems
- Single Image Processes
- "Expert-System" Control, Knowledge-Based Systems
- Heterarchical/Mixed Control
- Hierarchical Control
- Bottom-Up/Data Driven
- Top-Down/Model-Based
- Islands of Certainty
- Parallel Processing
- Sequential/Serial Processing
- Visual Search
- Visual Psychophysics
Visionary: A useful glossary of psychological and neurophysiological vision terms.
Visual Psychophysics/Psychology
Wikipedia: Psychophysics
Wikipedia: Visual Perception
- Attention
- Constancies
- Colour
- Lightness
- Shape
- Size
- Disorders/Disfunction
- Aniseikonia
- Achromatopsia
- Scotopic Sensitivity Syndrome
- Blindness
- Acquired Vision
- Blindsight
- Change Blindness
- Color blindness
- Repetition Blindness
- Visual Agnosias
- Apperceptive Agnosia
- Associative Agnosia
- Color Agnosia
- Mirror Agnosia
- Prosopagnosia
- Experimental Design
- Detection Theory
- Fourier Analysis
- Inter-Stimulus Interval
- Psychometric Function
- Spatial Frequency
- Statistics
- Stevens Power Law
- Temporal Frequency
- Weber-Fechner Law
- Experimental Stimuli
- Autostereograms
- Gratings
- Optical Illusions
- After Effect Illusions
- Ambiguous Pictures
- Illusory Contours
- Random Dot Kinematogram
- Rapid Serial Visual Presentation
- Visual Contours
- Visual Phantoms
- Eye movement
- Saccades & Microsaccades
- Vestibular-Ocular Reflex (VOR) and Pursuit Movement
- General Concepts
- Adaptation
- After Effects
- Contrast Sensitivity
- Saccadic Suppression
- Temporal Resolution
- Change Blindness
- Flicker Fusion
- Visual Acuity
- Perception
- Color Perception
- Color Vision
- Scotopic Vision
- Unique Hues
- Depth Perception
- Accommodation
- Binocularity
- Color and depth
- Convergence
- Correspondence Constraints
- Distance fog
- Horopter
- Occlusion
- Parallax
- Peripheral Vision
- Retinal Disparity/Stereopsis
- Face Perception
- Motion Perception
- Optical Flow
- Structure from Motion
- Time to Contact
- Vection
- Multimodal Perception
- Synesthesia
- Object Perception
- Object Recognition
- Shape and Texture
- Space Perception
- Texture Perception
- Perceptual Organization
- Figure-Ground Discrimination
- Gestalt Laws of Grouping
- Psychophysical Methods
- Discrimination
- Forced Choice Methods
- Just Noticeable Difference
- Method of Adjustment
- Method of Constant Stimuli
- Method of Limits
- Staircase Procedure
- Thresholds
- Theoretical perspectives
- Affordances
- Gestalt Theory
- Gibson's Theory
- Marr's Raw/Full Primal Sketch
- Unconscious Inference
- Visual Search
- Visual Short Term Memory
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© 2007 Robert Fisher
