diff --git a/README.md b/README.md index 93b3050..002c53c 100644 --- a/README.md +++ b/README.md @@ -1,91 +1,91 @@ # Image Processing with java -##About this project +## About this project The code I was developing on 3-4 years ago, While I studied on Third years in University. My purpose is to use the code in Senior project. Now I don't work in image processing field anymore. I decided to open code for everyone who is interesting in image processing. I want people to lean from my code. This project develop by using java, image processing concept and basic mathematical formula -#What's inside the project. -###Image2D.java +# What's inside the project. +### Image2D.java Main class, show example to use function -###Gaussian.java +### Gaussian.java The algorithm for bluring image, I use Gaussian distribution method -#####Link +##### Link * https://en.wikipedia.org/wiki/Gaussian_blur * http://www.pixelstech.net/article/1353768112-Gaussian-Blur-Algorithm * http://blog.ivank.net/fastest-gaussian-blur.html -###Grayscale.java +### Grayscale.java The algorithm for convert image to gray color, In this file I use Luminosity method, However I can read other method and example at below link -#####Link +##### Link * https://en.wikipedia.org/wiki/Grayscale * http://developer.bostjan-cigan.com/java-color-image-to-grayscale-conversion-algorithm/ * http://www.tannerhelland.com/3643/grayscale-image-algorithm-vb6/ * http://www.johndcook.com/blog/2009/08/24/algorithms-convert-color-grayscale/ -###Histogram.java -#####understand about histogram +### Histogram.java +##### understand about histogram * http://www.tutorialspoint.com/dip/histograms_introduction.htm * http://www.tutorialspoint.com/dip/histogram_equalization.htm -#####Math formula +##### Math formula * https://en.wikipedia.org/wiki/Histogram -###Threshold.java +### Threshold.java The algorithm to convert image to binary color (Separates pixels in an image into a foreground and background) , In this file I use Otsu's method, However you must have understand about histogram first cause by threshold algorithm base on histogram -#####understand about Threshold +##### understand about Threshold * https://en.wikipedia.org/wiki/Thresholding_(image_processing) -#####Math formula for Otsu's method +##### Math formula for Otsu's method * http://www.ancient-asia-journal.com/articles/10.5334/aa.06113/ * https://en.wikipedia.org/wiki/Otsu%27s_method -###EdgeOperator.java +### EdgeOperator.java The algorithm to find edge of image , I use Canny Edge algorithm -#####Understand about Canny Edge algorithm +##### Understand about Canny Edge algorithm * https://en.wikipedia.org/wiki/Canny_edge_detector -#####Definetion and example +##### Definetion and example I follow by this link to implement canny edge and use convolution method to apply value to image * http://dasl.mem.drexel.edu/alumni/bGreen/www.pages.drexel.edu/_weg22/can_tut.html -####Definetion on OpenCv website +#### Definetion on OpenCv website * http://docs.opencv.org/2.4/doc/tutorials/imgproc/imgtrans/canny_detector/canny_detector.html -###AutoBalance.java -#####link +### AutoBalance.java +##### link * https://en.wikipedia.org/wiki/Color_balance -##Remove or Add image area (Morphological) -#####Concept +## Remove or Add image area (Morphological) +##### Concept * https://www.cs.auckland.ac.nz/courses/compsci773s1c/lectures/ImageProcessing-html/topic4.htm -###Erosion.java -#####link +### Erosion.java +##### link * http://homepages.inf.ed.ac.uk/rbf/HIPR2/erode.htm -###Dilation.java -#####link +### Dilation.java +##### link * http://homepages.inf.ed.ac.uk/rbf/HIPR2/dilate.htm -###See also Morphological -#####Closing +### See also Morphological +##### Closing * https://en.wikipedia.org/wiki/Closing_(morphology) -#####Opening +##### Opening * https://en.wikipedia.org/wiki/Opening_(morphology) -##Read pixel color value -###RGB.java +## Read pixel color value +### RGB.java If you get value of pixle from RGB.java to access RGB value on Dicimal digit, You must use bitwise operators to shitf bit. R >> 16 , G >> 8 and B, Then add mask by (& 0xFF), See example in below link or file this project -#####link +##### link * http://stackoverflow.com/questions/22391353/get-color-of-each-pixel-of-an-image-using-bufferedimages * http://stackoverflow.com/questions/6524196/java-get-pixel-array-from-image -#Convoluion -##To apply vaule to image, You must have understand Convoluion method +# Convoluion +## To apply vaule to image, You must have understand Convoluion method * https://en.wikipedia.org/wiki/Convolution * http://mathworld.wolfram.com/Convolution.html * http://www.songho.ca/dsp/convolution/convolution.html