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Introduction
OpenCV API Reference
¶
Introduction
API Concepts
core. The Core Functionality
Basic Structures
Command Line Parser
Basic C Structures and Operations
Dynamic Structures
Operations on Arrays
XML/YAML Persistence
XML/YAML Persistence (C API)
Clustering
Utility and System Functions and Macros
OpenGL interoperability
Intel® IPP Asynchronous C/C++ Converters
Optimization Algorithms
imgproc. Image Processing
Image Filtering
Geometric Image Transformations
Miscellaneous Image Transformations
Drawing Functions
ColorMaps in OpenCV
Description
Histograms
Structural Analysis and Shape Descriptors
Motion Analysis and Object Tracking
Feature Detection
Object Detection
imgcodecs. Image file reading and writing
Reading and Writing Images
videoio. Media I/O
Reading and Writing Video
highgui. High-level GUI and Media I/O
User Interface
Qt New Functions
video. Video Analysis
Motion Analysis and Object Tracking
calib3d. Camera Calibration and 3D Reconstruction
Camera Calibration and 3D Reconstruction
features2d. 2D Features Framework
Feature Detection and Description
Common Interfaces of Feature Detectors
Common Interfaces of Descriptor Extractors
Common Interfaces of Descriptor Matchers
Drawing Function of Keypoints and Matches
Object Categorization
objdetect. Object Detection
Cascade Classification
ml. Machine Learning
Statistical Models
Normal Bayes Classifier
K-Nearest Neighbors
Support Vector Machines
Decision Trees
Boosting
Random Trees
Expectation Maximization
Neural Networks
Logistic Regression
Training Data
flann. Clustering and Search in Multi-Dimensional Spaces
Fast Approximate Nearest Neighbor Search
Clustering
photo. Computational Photography
Inpainting
Denoising
HDR imaging
Decolorization
Seamless Cloning
Non-Photorealistic Rendering
stitching. Images stitching
Stitching Pipeline
References
High Level Functionality
Camera
Features Finding and Images Matching
Rotation Estimation
Autocalibration
Images Warping
Seam Estimation
Exposure Compensation
Image Blenders
cuda. CUDA-accelerated Computer Vision
CUDA Module Introduction
Initalization and Information
Data Structures
Object Detection
Camera Calibration and 3D Reconstruction
cudaarithm. CUDA-accelerated Operations on Matrices
Core Operations on Matrices
Per-element Operations
Matrix Reductions
Arithm Operations on Matrices
cudabgsegm. CUDA-accelerated Background Segmentation
Background Segmentation
cudacodec. CUDA-accelerated Video Encoding/Decoding
Video Decoding
Video Encoding
cudafeatures2d. CUDA-accelerated Feature Detection and Description
Feature Detection and Description
cudafilters. CUDA-accelerated Image Filtering
Image Filtering
cudaimgproc. CUDA-accelerated Image Processing
Color space processing
Histogram Calculation
Hough Transform
Feature Detection
Image Processing
cudaoptflow. CUDA-accelerated Optical Flow
Optical Flow
cudastereo. CUDA-accelerated Stereo Correspondence
Stereo Correspondence
cudawarping. CUDA-accelerated Image Warping
Image Warping
shape. Shape Distance and Matching
Shape Distance and Common Interfaces
Shape Transformers and Interfaces
Cost Matrix for Histograms Common Interface
EMD-L1
superres. Super Resolution
Super Resolution
videostab. Video Stabilization
Introduction
Global Motion Estimation
Fast Marching Method
viz. 3D Visualizer
Viz
Widget
bioinspired. Biologically inspired vision models and derivated tools
Human retina documentation
cvv. GUI for Interactive Visual Debugging of Computer Vision Programs
CVV API Documentation
CVV GUI Documentation
datasets. 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
face. Face Recognition
FaceRecognizer Documentation
Binary descriptors for lines extracted from an image
Introduction
A class to represent a line: KeyLine
Computation of binary descriptors
References
Summary
optflow. Optical Flow Algorithms
Dense Optical Flow
Motion Templates
Optical flow input / output
reg. Image Registration
Registration
rgbd. RGB-Depth Processing
Saliency API
Saliency classes:
surface_matching. Surface Matching
Introduction to Surface Matching
Surface Matching Algorithm Through 3D Features
Rough Computation of Object Pose Given PPF
Pose Registration via ICP
Results
A Complete Sample
References
text. Scene Text Detection and Recognition
Scene Text Detection
Scene Text Recognition
tracking. Tracking API
Long-term optical tracking API
UML design:
Tracker classes:
xfeatures2d. Extra 2D Features Framework
Experimental 2D Features Algorithms
Non-free 2D Features Algorithms
ximgproc. Extended Image Processing
Structured forests for fast edge detection
Domain Transform filter
Guided Filter
Adaptive Manifold Filter
Joint Bilateral Filter
References
Superpixels
xobjdetect. Extended object detection.
Integral Channel Features Detector
xphoto. Additional photo processing algorithms
Color balance
Denoising
Inpainting
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