The ROI of Python extract images

Source: Internet
Author: User
Tags image processing library

Image processing often needs to extract ROI from images, and this article uses Python to extract ROI from images.

The module used is PIL (Pillow), an image processing library, the function used for the crop method in the class image.

The function prototypes are:

Image.crop (box= None) Returns a rectangular region fromThis image. The box isA 4-tuple defining the left, upper, right, andLower pixel coordinate. this isA lazy operation. Changes to the source image mayorMay notBe reflectedinchThe cropped image. To Breakthe connection, call the load () method on the cropped copy. parameters:box–the crop Rectangle, as a (left, upper, right, lower)-tuple. Return type:ImageReturns:An Image object.

By knowing the coordinates of the upper-left corner of the rectangle and the coordinates of the lower-right corner, you can construct the box, such as the following code

box = (+, +, +-)= im.crop (box)

When you know how to extract the ROI, the above example is region, and the save ROI to image uses the Save method of class image

Region.save (filename)

Give a demo, use the face database Genki part of the image to do the experiment, the data subset GENKI-SZSL provides the face area coordinates and the size. The extraction code provides the following

 fromPILImportImageImportossrc='.'imlist= Open (src +'/genki-szsl_images.txt','R'). ReadLines () RS= [Float (Line.split () [1]) forLineinchOpen (src +'/genki-szsl_labels.txt','R'). ReadLines ()]cs= [Float (line.split () [0]) forLineinchOpen (src +'/genki-szsl_labels.txt','R'). ReadLines ()]ss= [Float (Line.split () [2]) forLineinchOpen (src +'/genki-szsl_labels.txt','R'). ReadLines ()] forIinchRange (0, Len (RS)): Path= src +'/images/'+imlist[i].strip () filename= src +'/output/'+Imlist[i].strip ()Try: Im=image.open (path)except:        ContinueR=Rs[i] C=Cs[i] s=Ss[i] Xleft= Int (C-S/2) Yupper= Int (R-S/2) Xright= Int (c + S/2) Ylower= Int (R + S/2) Region=Im.crop ((Xleft, Yupper, Xright, Ylower)) region.save (filename)

Code package Download: Http://pan.baidu.com/s/1dD4opKP Password: ygu7

Pillow Project Document Address: http://pillow.readthedocs.org

The ROI of Python extract images

Related Article

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.