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Hash Value Calculation for image similarity

order of the combination is not important, as long as all images are in the same order; 6. After obtaining the fingerprint, you can compare different images to see how many digits are different in the 64-bit format. In theory, this is equivalent to "Hamming distance" (Hamming distance. In information theory, the Hamming distance between two equal-length strings is the number of different characters at the corresponding positions of two strings ). If the number of different data digits does not

Detection of vertex in opencv for python

The Python operation can find the pixel point in an image. For example, a white pixel with black pixels will be found. import cv2.cv as cv # load imagefilename = ".. /Video/cat.jpg "image = cv. loadImage (filename) # create one windowwin_name = "test" cv. namedWindow (win_name) win2_name = "test2"

OpenCV area of interest copy, Draw point, Draw line method summary

What we do today uses several functions of OPENCV, and summarizes them in turn. (1) OpenCV to the area of interest in particular, I would like to mosaic two images into an image, it is easy to imagine the method is to create a large image (height of two original height of the larger, width of two original width of the sum), Then copy the two image contents to the corresponding area of the larger map. It is easy to think of the ROI method with OpenCV. Online a lot of summary methods are used OPEN

Qt+openface do brush face machine

landmark Detection (includes CLNF and CLM modules)#include "LandmarkCoreIncludes.h"#include "GazeEstimation.h" #include #include OpenCV includes#include #include #include #include Boost includes#include #include #define Info_stream (STREAM) \Std::cout #define Warn_stream (STREAM) \Std::cout #define Error_stream (STREAM) \Std::cout static void Printerrorandabort (const std::string Error){Std::cout Abort ();} #define Fatal_stream (STREAM) \Printerrorandabort (std::string ("Fatal error:") +

New Features of opencv2.2 (Translation)

Overall modification and improvement: Reorganize the database structure and replace the cxcore, CV, cvaux, highgui, and ML libraries with more detailed and smaller modules. Opencv_core-core function library (basic structure, architecture and linear algebra, DFT, XML and yam I/O interface functions) Opencv_imgproc-image processing function library (filter, Gaussian blur, morphological expansion/corrosion, linear scaling image size, image ry

Rewrite the rules of the equlas () method

The equals method implements the equivalence relationship. Generally, the following conditions must be met: Reflexive) Symmetry) Transitive) Consistent) For any non-null reference value X, X. Equals (null) must return false. To implement a high-quality equals method, you can do the following: Use the = Operator to check whether the real parameter is a reference to the object. If yes, return true; Use the instanceof operator to check whether the real parameter is of the correct type ", If not, fa

Win32 serial port program operation skills

The following are some notes I made when reading "communications programming for Windows 95", so most of the topics are the same as chapter 3 in this book. some structure and API announcements are copied from VC 5.0 on-line help. These things mainly talk about how to communicate with the serial port on the Win32 platform. it may be helpful for those who understand the serial port communication, but it is unclear whether there are programer available

Php uses http_build_query, parse_url, and parse_str to create and parse URLs.

compression Sion = programer explain = a new programmer '; Parse_str ($ str ); Echo $ name. PHP_EOL; Echo $ gender. PHP_EOL; Echo $ regression Sion. PHP_EOL; Echo $ explain. PHP_EOL; ?> Output: Fdipzone Male Programer A new programmer Example 2: save the result to the arr array $ Str = 'name = fdipzone gender = male comp

Oracle's Row and column conversions

The row and column conversions include the following six scenarios: 1. Column career Change 2. Row-Turn column 3. Multiple columns converted to strings 4. Convert multiple lines into strings 5. Convert strings to multiple columns 6. Convert strings to multiple lines First of all, some examples require the following 10g and subsequent knowledge: A. Master the Model clause, B. Regular expressions C. Enhanced level of inquiry 1, the column to change careers CREATE TABLE T_col_row ( ID

Simulating a composite control with a dynamic control (ii)

;Rv. Type = this. Type;Rv. ErrorMessage = string. The value of Format ("{0}" should be between {1} and {2}), this. DisplayName, this. MinValue, this. MaxValue);This. Addvalidator (RV);}else if (this.MinValue.CompareTo) (this. Defaultminvalue)!= 0){CompareValidator CV = new CompareValidator ();Cv.id = "Rv_" + this.id;Cv. ControlToValidate = this.id;Cv. SetFocusOnE

CMake Compiling OPENCV Error

1.ErrorCMAKEFILES/OPENCV_EXAMPLE.DIR/EXAMPLE.CPP.O: In the function ' main ':Example.cpp: (. text+0x12c): References not defined to ' cv::imshow (cv::string const, Cv::_inputarray const) 'Example.cpp: (. text+0x21d): References not defined to ' cv::imshow (cv::string const,

Meanshift Filter for a simple picture cartoon effect

With the effect of meanshift filter and canny edge detection, the cartoon effect of simple picture can be realized. Simply put, the result of subtracting the canny algorithm with the result of meanshift filter is to get the cartoon effect. The code is as follows: #include #include #include #include using namespace Std;using namespace CV; int main (){Cv::mat img = Cv

OPENCV Statistics binary graph black and white pixel number

#include"iostream"#include"Queue"#include"Windows.h"#include#include"opencv2/opencv.hpp"#include"Windows.h"#include"opencv2/core/core.hpp"#include"opencv2/highgui/highgui.hpp"#include"opencv2/imgproc/imgproc.hpp"#include"opencv2/objdetect/objdetect.hpp"#include"opencv2/features2d/features2d.hpp"#include"opencv2/calib3d/calib3d.hpp"#include"opencv2/ml.hpp"#include"opencv/cv.h"#include"opencv/ml.h"#include"opencv/highgui.h"#include"opencv/cvaux.h"#include"opencv/cvwimage.h"#include"opencv/cxcore.h

Managing text messages in Android

sms_draft_id sms_outbox_id comment sms_status_id Test it with sms_inbox_id:Contentvalues CV = new contentvalues ();Cv. Put ("thread_id", "2 ");Cv. Put ("addresses", "00000 ");Cv. Put ("person", "11 ");Cv. Put ("day", "11111111 ");This. getcontentresolver (). Update (U

Canvas in tkinter tutorial (1)

This article Reprinted from: http://blog.csdn.net/jcodeer/article/details/1811803 '''Tkinter canvas (1 )'''# Provides a container that can be used for drawing. It supports basic geometric elements. When using canvas for drawing, all operations are performed through canvas, not through its elements.# Handle or tag can be used for element representation.'''1. The first canvas program '''#-*-Coding: cp936 -*-# Specify the canvas color as whiteFrom tkinter import *Root = TK ()# Create a canvas and s

Simple example of image processing [OpenCV Note 1]

A few simple procedures for getting started, and the corresponding cmakelist, although a simple re-test it is also good to write a bit.CMake Tutorial PortalImage displayShowimage.cxx#include int main () { = Cv::imread ("1.jpg"); Imshow ("Original Image", srcimage); Cv::waitkey (0); return 0 ;}CMakeLists.txt2.8 ) Project (ShowImage) find_package (OpenCV REQUIRED) include_directories (${opencv_i

Implement the filtering of Gabor filter

;DoubleX_theta;DoubleY_theta;Cv::mat Kernel (ks,ks, cv_32f); for(inty=-hks, y { for(intx=-hks; x {X_theta = X*del*cos (theta) +y*del*sin (theta);Y_theta =-x*del*sin (theta) +y*del*cos (theta);kernel.atfloat> (hks+y,hks+x) = (float) exp ( -0.5* (POW (x_theta,2) +pow (y_theta,2))/pow (sigma,2)) * cos (2*CV_PI*X_THETA/LMBD + psi); } }returnkernel;}//Get Gabor images, it seems to me that Gabor is a texture enhancer, similar to cannyMat Getgabor (Mat src,

The C language implements vector (dynamic array). __c language

The following is a 2 years ago when the project implementation of a dynamic array, successively joined a number of subsequent projects, under the sun below the code. Header file: # ifndef __cvector_h__ # define __CVECTOR_H__ # define Min_len 256 # define CVEFAILED-1 # define Cvesuccess 0 # define Cvepushback 1 # define Cvepopback 2 # define Cveinsert 3 # define CVERM 4 # define Expaned_val 1 # define Redused _val 2 typedef void *citerator; typedef struct _CVECTOR *cvector; # ifdef _cplusplu

Pointer and reference in C ++ (1)

Pointer and reference in C ++ (1) 1. pointer and reference definition Before in-depth introduction, let's take a look at the definitions of pointers and references, the differences between pointers and references, and then discuss the differences between pointers and references in depth. Authoritative pointer definition: In a declaration t d where D has the form * cv-qualifier-seqopt D1 And the type of the identifier in the declaration T D1 i

Random decision forest-Examples of cvrtrees for opencv

This article introduces the use of random forest random trees in the MLL of opencv Machine Learning Library. References: 1. breiman,LEO (2001). "random forests ".MachineLearning 2. Random Forests website If you are not familiar with MLL, refer to this article: opencv Machine Learning Library MLL Opencv machine learning algorithms are relatively simple: train --> predict class CV_EXPORTS_W CvRTrees : public CvStatModel{public: CV_WRAP CvRTrees(); virtual ~CvRTrees(); virtual bool train(

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