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3.1.0-dev
Open Source Computer Vision
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Modules
Here is a list of all modules:
[detail level
1
2
3
4
5
]
►
Core functionality
Basic structures
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C structures and operations
Connections with C++
Operations on arrays
XML/YAML Persistence
Clustering
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Utility and system functions and macros
SSE utilities
NEON utilities
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OpenGL interoperability
►
CUDA-accelerated Computer Vision
►
Core part
Initalization and Information
Data Structures
►
Operations on Matrices
Core Operations on Matrices
Per-element Operations
Matrix Reductions
Arithm Operations on Matrices
Background Segmentation
Video Encoding/Decoding
Feature Detection and Description
Image Filtering
►
Image Processing
Color space processing
Histogram Calculation
Hough Transform
Feature Detection
►
Legacy support
NPPST Core
NPPST Image Processing
NPPST Signal Processing
Object Detection
Optical Flow
Stereo Correspondence
Image Warping
Device layer
Intel IPP Asynchronous C/C++ Converters
Optimization Algorithms
DirectX interoperability
Eigen support
OpenCL support
Intel VA-API/OpenCL (CL-VA) interoperability
►
Hardware Acceleration Layer
Functions
►
Interface
Element-wise add and subtract
Element-wise minimum or maximum
Element-wise absolute difference
Bitwise logical operations
Element-wise compare
Element-wise multiply
Element-wise divide
Element-wise reciprocial
Element-wise weighted sum
Channel split
Channel merge
Atan calculation
Magnitude calculation
Inverse square root calculation
Square root calculation
Natural logarithm calculation
Exponent calculation
LU matrix decomposition
Cholesky matrix decomposition
Singular value matrix decomposition
Matrix multiplication
►
Universal intrinsics
Private implementation helpers
►
Image processing
Image Filtering
Geometric Image Transformations
Miscellaneous Image Transformations
Drawing Functions
ColorMaps in OpenCV
Planar Subdivision
Histograms
Structural Analysis and Shape Descriptors
Motion Analysis and Object Tracking
Feature Detection
Object Detection
C API
►
Hardware Acceleration Layer
Functions
Interface
►
Image file reading and writing
C API
iOS glue
►
Media I/O
Flags for video I/O
Additional flags for video I/O API backends
C API
iOS glue
WinRT glue
►
High-level GUI
OpenGL support
Qt New Functions
WinRT support
C API
►
Video Analysis
Motion Analysis
Object Tracking
C API
►
Camera Calibration and 3D Reconstruction
Fisheye camera model
C API
►
2D Features Framework
Feature Detection and Description
Descriptor Matchers
Drawing Function of Keypoints and Matches
Object Categorization
►
Object Detection
C API
Machine Learning
Clustering and Search in Multi-Dimensional Spaces
►
Computational Photography
Denoising
HDR imaging
Seamless Cloning
Non-Photorealistic Rendering
C API
►
Images stitching
Features Finding and Images Matching
Rotation Estimation
Autocalibration
Images Warping
Seam Estimation
Exposure Compensation
Image Blenders
Shape Distance and Matching
Super Resolution
►
Video Stabilization
Global Motion Estimation
Fast Marching Method
►
3D Visualizer
Widget
ArUco Marker Detection
Improved Background-Foreground Segmentation Methods
Biologically inspired vision models and derivated tools
Custom Calibration Pattern for 3D reconstruction
GUI for Interactive Visual Debugging of Computer Vision Programs
►
Framework for working with different datasets
Action Recognition
Face Recognition
Gesture Recognition
Human Pose Estimation
Image Registration
Image Segmentation
Multiview Stereo Matching
Object Recognition
Pedestrian Detection
SLAM
Text Recognition
Tracking
►
Deep Neural Network module
Partial List of Implemented Layers
Utilities for New Layers Registration
Deformable Part-based Models
Face Recognition
►
Image processing based on fuzzy mathematics
Math with F0-transfrom support
Fuzzy image processing
►
Hierarchical Data Format I/O routines
Hierarchical Data Format version 5
Binary descriptors for lines extracted from an image
MATLAB Bridge
Optical Flow Algorithms
Plot function for Mat data
Image Registration
RGB-Depth Processing
Saliency API
►
Structure From Motion
Conditioning
Fundamental
Input/Output
Numeric
Projection
Robust Estimation
Triangulation
Reconstruction
Simple Pipeline
Stereo Correspondance Algorithms
Structured Light API
Surface Matching
►
Scene Text Detection and Recognition
Scene Text Detection
Scene Text Recognition
Tracking API
►
Extra 2D Features Framework
Experimental 2D Features Algorithms
Non-free 2D Features Algorithms
►
Extended Image Processing
Structured forests for fast edge detection
Filters
Superpixels
Image segmentation
Extended object detection
Additional photo processing algorithms
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