Outline of computer vision
The following outline is provided as an overview of and topical guide to computer vision:
Branches of computer vision
History of computer vision
Computer vision subsystems
Image enhancement
- Image denoising
- Image histogram
- Inpainting
- Super-resolution imaging
- Histogram equalization
- Tone mapping
- Retinex
- Gamma correction
- Anisotropic diffusion (Perona–Malik equation)
Transformations
- Affine transform
- Homography (computer vision)
- Hough transform
- Radon transform
- Walsh–Hadamard transform
Filtering, Fourier and wavelet transforms and image compression
- Image compression
- Filter bank
- Gabor filter
- JPEG 2000
- Adaptive filtering
Color vision
- Visual perception
- Human visual system model
- Color matching function
- Color space
- Color appearance model
- Color management system
- Color mapping
- Color model
- Color profile
Feature extraction
- Active contour
- Blob detection
- Canny edge detector
- Contour detection
- Edge detection
- Edge linking
- Harris Corner Detector
- Histogram of oriented gradients (HOG)
- Random sample consensus (RANSAC)
- Scale-invariant feature transform (SIFT)
Pose estimation
- Bundle adjustment
- Articulated body pose estimation (BoPoE)
- Direct linear transformation (DLT)
- Epipolar geometry
- Fundamental matrix
- Pinhole camera model
- Projective geometry
- Trifocal tensor
Registration
- Active appearance model (AAM)
- Cross-correlation
- Geometric hashing
- Graph cut segmentation
- Least squares estimation
- Image pyramid
- Image segmentation
- Level-set method
- Markov random fields
- Medial axis
- Motion field
- Motion vector
- Multispectral imaging
- Normalized cut segmentation
- Optical flow
- Particle filtering
- Scale space
Visual recognition
- Object recognition
- Scale-invariant feature transform (SIFT)
- Gesture recognition
- Bag-of-words model in computer vision
- Kadir–Brady saliency detector
- Eigenface
Commercial computer vision systems
- 5DX
- Aphelion (software)
- Microsoft PixelSense
- Poseidon drowning detection system
- Visage SDK
Applications
- 3D reconstruction from multiple images
- Audio-visual speech recognition
- Augmented reality
- Augmented reality-assisted surgery
- Automated optical inspection
- Automatic image annotation
- Automatic number plate recognition
- Automatic target recognition
- Check weigher
- Closed-circuit television
- Computer stereo vision
- Contextual image classification
- DARPA LAGR Program
- Digital video fingerprinting
- Document mosaicing
- Facial recognition systems
- GazoPa
- Geometric feature learning
- Gesture recognition
- Image collection exploration
- Image retrieval
- Image-based modeling and rendering
- Integrated mail processing
- Iris recognition
- Machine vision
- Mobile mapping
- Navigation system components for:
- Autonomous cars
- Mobile robots
- Object detection
- Optical braille recognition
- Optical character recognition
- Pedestrian detection
- People counter
- Physical computing
- Red light camera
- Remote sensing
- Smart camera
- Traffic enforcement camera
- Traffic sign recognition
- Vehicle infrastructure integration
- Velocity Moments
- Video content analysis
- View synthesis
- Visual sensor network
- Visual Word
- Water remote sensing
Computer vision companies
- 3DFLOW
- Automatix
- Clarifai
- Cognex Corporation
- Datagen
- Diffbot
- IBM
- InspecVision
- Isra Vision
- Kinesense
- Mobileye
- Scantron Corporation
- Teledyne DALSA
- VIEW Engineering
- Zivid
- Warden Machinery
Computer vision publications
Computer vision organizations
- Conference on Computer Vision and Pattern Recognition
- European Conference on Computer Vision
- International Conference on Computer Vision
- International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision
Persons influential in computer vision
See also
- Outline of artificial intelligence
- Outline of robotics
- List of computer graphics and descriptive geometry topics
- Virtual Design and Construction
References
- ISBN 0-13-165316-4.
- ISBN 978-9290830955.
- ISBN 978-0-495-08252-1.
External links
- USC Iris computer vision conference list
- Computer vision papers on the web A complete list of papers of the most relevant computer vision conferences.
- Computer Vision Online News, source code, datasets and job offers related to computer vision.
- Keith Price's Annotated Computer Vision Bibliography
- CVonline Bob Fisher's Compendium of Computer Vision.
- British Machine Vision Association Supporting computer vision research within the UK via the BMVC and MIUA conferences, Annals of the BMVA (open-source journal), BMVA Summer Schooland one-day meetings