mac系统
1.下载Homebrew 在Terminal中输入:
ruby -e “$(curl -fsSkL raw.github.com/mxcl/homebrew/go)”
2.安装cmake 在Terminal中输入:
brew install cmake
3.开始安装opneCV
brew install homebrew/science/opencv3
问题
1.权限问题
sudo chown -R $(whoami) /usr/local/Cellar
sudo chown -R $(whoami) /Users/schuers/Library
2.报错
dyld: Library not loaded: /usr/local/opt/webp/lib/libwebp.6.dylib
Referenced from: /usr/local/opt/opencv3/lib/libopencv_imgcodecs.3.1.dylib
Reason: image not found
[1] 17647 trace trap bin/DisplayImage 011.jpg
解决:参见http://answers.opencv.org/question/98455/mac-launch-issue/
mac下qt配置opencv程序
参见:这个应该是比较权威的配置描述了,省了许多弯路:https://www.learnopencv.com/configuring-qt-for-opencv-on-osx/
#include "opencv2/opencv.hpp"
int main()
{
cv::Mat img = cv::imread("/Users/schuser/beauty.jpg");
cv::imshow("Image", img);
cv::waitKey(0);
return 0;
}
clion配置opencv
在cmakelists.txt中添加
find_package( OpenCV REQUIRED )
target_link_libraries( 工程名 ${OpenCV_LIBS} )
配置cmake环境变量:OpenCV_DIR=/usr/local/Cellar/opencv3/3.1.0_4/share/OpenCV/
修改/usr/local/Cellar/opencv3/3.1.0_4/share/OpenCV/路径下OpenCVConfig.cmake,在第一行添加set(OpenCV_FOUND 1)
参见:CLion中配置OpenCV环境问题
实例
#include <cv.hpp>
int main()
{
IplImage* img = cvLoadImage("/Users/schuser/beauty.jpg");
int x = 150, y = 80;
int width = 150, height = 150;
int add =180;
cvSetImageROI(img, cvRect(x, y, width, height));
cvAddS(img, cvScalar(add), img);
cvResetImageROI(img);
cvShowImage("Image", img);
cvWaitKey(0);
return 0;
}
cmakeList.txt添加静态库
需要添加头文件与lib即可。
include_directories(include)
link_directories(lib)
target_link_libraries(CarVisual easypr thirdparty ${OpenCV_LIBS} )
CImg库的编译
1.下载XQuartz获得x11。
- 进入example目录下编译:g++ -o test CImg_demo.cpp -lX11 -lpthread -L/usr/X11/lib -I/usr/X11/include
opencv3使用vector报错
解决方法:添加using namespace std即可。
OpenCV3.0.0API文档中英文对照
OpenCV API Reference
Introduction
API Concepts
core. The Core Functionality
Basic Structures
Command Line Parser 分析器
Basic C Structures and Operations
Dynamic Structures
Operations on Arrays
XML/YAML Persistence
XML/YAML Persistence (C API)
Clustering 集群
Utility and System Functions and Macros 辅助 系统 函数 宏
OpenGL interoperability 互操作性
Intel® IPP Asynchronous C/C++ Converters 异步C++转换器
Optimization Algorithms
imgproc. Image Processing
Image Filtering
Geometric Image Transformations
Miscellaneous Image Transformations 多方面图像转换
Drawing Functions
ColorMaps in OpenCV 色图
Description
Histograms 直方图
Structural Analysis and Shape Descriptors
Motion Analysis and Object Tracking
Feature Detection 特征
Object Detection 目标
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 用户接口
Qt New Functions
video. Video Analysis
Motion Analysis and Object Tracking
calib3d. Camera Calibration and 3D Reconstruction 摄像机标定 3D重构
Camera Calibration and 3D Reconstruction
features2d. 2D Features Framework
Feature Detection and Description
Common Interfaces of Feature Detectors 特征检测器
Common Interfaces of Descriptor Extractors 描述符提取器
Common Interfaces of Descriptor Matchers 描述匹配器
Drawing Function of Keypoints and Matches 绘制关键点和匹配
Object Categorization 对象分类
objdetect. Object Detection
Cascade Classification
ml. Machine Learning
Statistical Models 统计模型
Normal Bayes Classifier 普通贝叶斯分类器
K-Nearest Neighbors K-近邻
Support Vector Machines
Decision Trees 决策树
Boosting
Random Trees
Expectation Maximization 期望最大化
Neural Networks 神经网络
Logistic Regression Logistic回归
Training Data
flann. Clustering and Search in Multi-Dimensional Spaces flann 集群和搜索多维空间
Fast Approximate Nearest Neighbor Search 快速近似最近邻搜索
Clustering
photo. Computational Photography 计算摄影
Inpainting 修补
Denoising 去噪
HDR imaging HDR成像
Decolorization 脱色
Seamless Cloning 无缝克隆
Non-Photorealistic Rendering 非真实感绘制
stitching. Images stitching 拼接
Stitching Pipeline 拼接管道
References
High Level Functionality
Camera
Features Finding and Images Matching 特征寻找 图像匹配
Rotation Estimation 旋转估计
Autocalibration 自动校正
Images Warping 图像整形
Seam Estimation 缝估计
Exposure Compensation 曝光补偿
Image Blenders 图像混合
cuda. CUDA-accelerated Computer Vision CUDA加速
CUDA Module Introduction
Initalization and Information
Data Structures
Object Detection
Camera Calibration and 3D Reconstruction
cudaarithm. CUDA-accelerated Operations on Matrices CUDA在矩阵上的加速
Core Operations on Matrices
Per-element Operations 每个元素
Matrix Reductions
Arithm Operations on Matrices 计算
cudabgsegm. CUDA-accelerated Background Segmentation CUDA加速背景分割
Background Segmentation
cudacodec. CUDA-accelerated Video Encoding/Decoding CUDA加速视频编码/解码
Video Decoding
Video Encoding
cudafeatures2d. CUDA-accelerated Feature Detection and Description CUDA加速的特征检测和描述
Feature Detection and Description
cudafilters. CUDA-accelerated Image Filtering CUDA加速图像滤波
Image Filtering
cudaimgproc. CUDA-accelerated Image Processing CUDA加速图像处理
Color space processing 色彩空间处理
Histogram Calculation 直方图计算
Hough Transform Hough变换
Feature Detection 特征检测
Image Processing 图像处理
cudaoptflow. CUDA-accelerated Optical Flow CUDA光流加速
Optical Flow
cudastereo. CUDA-accelerated Stereo Correspondence CUDA立体通信加速
Stereo Correspondence
cudawarping. CUDA-accelerated Image Warping CUDA图像变形加速
Image Warping
shape. Shape Distance and Matching 形状距离和匹配
Shape Distance and Common Interfaces
Shape Transformers and Interfaces
Cost Matrix for Histograms Common Interface 价值矩阵的直方图接口
EMD-L1
superres. Super Resolution 超分辨率
Super Resolution
videostab. Video Stabilization 视频稳定
Introduction
Global Motion Estimation 全局运动估计
Fast Marching Method 快速匹配
viz. 3D Visualizer 3D可视化
Viz
Widget
bioinspired. Biologically inspired vision models and derivated tools 仿生视觉模型推导和工具
Human retina documentation 视网膜
cvv. GUI for Interactive Visual Debugging of Computer Vision Programs
CVV API Documentation
CVV GUI Documentation
datasets. Framework for working with different datasets 不同数据集
Action Recognition 动作识别
Face Recognition 人脸
Gesture Recognition 手势
Human Pose Estimation 姿势
Image Registration 图像配准
Image Segmentation 图像分割
Multiview Stereo Matching 多视点的立体匹配
Object Recognition 物体识别
Pedestrian Detection 行人
SLAM
Text Recognition 文本
face. Face Recognition
FaceRecognizer Documentation
Binary descriptors for lines extracted from an image 从图像中提取线做二进制描述
Introduction
A class to represent a line: KeyLine
Computation of binary descriptors
References
Summary
optflow. Optical Flow Algorithms 光流算法
Dense Optical Flow 密集
Motion Templates
Optical flow input / output 光流输入/输出
reg. Image Registration 图像配准
Registration
rgbd. RGB-Depth Processing RGB深加工
Saliency API 卓越的API
Saliency classes:
surface_matching. Surface Matching 表面匹配
Introduction to Surface Matching
Surface Matching Algorithm Through 3D Features 3D特征的表面匹配
Rough Computation of Object Pose Given PPF 基于PPF的物体姿态粗计算
Pose Registration via ICP 通过ICP的姿势配准
Results
A Complete Sample
References
text. Scene Text Detection and Recognition 场景文字检测与识别
Scene Text Detection
Scene Text Recognition
tracking. Tracking API 追踪API
Long-term optical tracking API 长期的光绪追踪API
UML design:
Tracker classes: 跟踪器类
xfeatures2d. Extra 2D Features Framework 额外的2D功能框架
Experimental 2D Features Algorithms
Non-free 2D Features Algorithms
ximgproc. Extended Image Processing 扩展的图像处理
Structured forests for fast edge detection 用于快速边缘检测的结构森林
Domain Transform filter 域变换过滤器
Guided Filter 引导过滤器
Adaptive Manifold Filter 多种自适应滤波器
Joint Bilateral Filter 联合双边滤波器
References
Superpixels
xobjdetect. Extended object detection. 扩展目标检测
Integral Channel Features Detector 积分通道检测功能
xphoto. Additional photo processing algorithms 其他照片处理算法
Color balance 色彩平衡
Denoising 去噪
Inpainting 修补