Skip to main content

faster way to erode/dilate images

I'm making a script thats does some mathemagical morphology on images (mainly gis rasters). Now, I've implemented erosion and dilation, with opening/closing with reconstruction still on the TODO but thats not the subject here.

My implementation is very simple with nested loops, which I tried on a 10900x10900 raster and it took an absurdly long amount of time to finish, obviously.

Before I continue with other operations, I'd like to know if theres a faster way to do this?

My implementation:

def erode(image, S):
    (m, n) = image.shape
    buffer = np.full((m, n), 0).astype(np.float64)
    
    for i in range(S, m - S):
        for j in range(S, n - S):
            buffer[i, j] = np.min(image[i - S: i + S + 1, j - S: j + S + 1]) #dilation is just np.max()

    return buffer

enter image description here

I've heard about vectorization but I'm not quite sure I understand it too well. Any advice or pointers are appreciated. Also I am aware that opencv has these morphological operations, but I want to implement my own to learn about them.



source https://stackoverflow.com/questions/73027495/faster-way-to-erode-dilate-images
Labels:

Comments

Post a Comment

Popular posts from this blog

Prop `className` did not match in next js app

I have written a sample code ( Github Link here ). this is a simple next js app, but giving me error when I refresh the page. This seems to be the common problem and I tried the fix provided in the internet but does not seem to fix my issue. The error is Warning: Prop className did not match. Server: "MuiBox-root MuiBox-root-1" Client: "MuiBox-root MuiBox-root-2". Did changes for _document.js, modified _app.js as mentioned in official website and solutions in stackoverflow. but nothing seems to work. Could someone take a look and help me whats wrong with the code? Via Active questions tagged javascript - Stack Overflow https://ift.tt/2FdjaAW
Post a Comment
Read more

How to show number of registered users in Laravel based on usertype?

i'm trying to display data from the database in the admin dashboard i used this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count(); echo $users; ?> and i have successfully get the correct data from the database but what if i want to display a specific data for example in this user table there is "usertype" that specify if the user is normal user or admin i want to user the same code above but to display a specific usertype i tried this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count()->WHERE usertype =admin; echo $users; ?> but it didn't work, what am i doing wrong? source https://stackoverflow.com/questions/68199726/how-to-show-number-of-registered-users-in-laravel-based-on-usertype
Post a Comment
Read more

Why is my reports service not connecting?

I am trying to pull some data from a Postgres database using Node.js and node-postures but I can't figure out why my service isn't connecting. my routes/index.js file: const express = require('express'); const router = express.Router(); const ordersCountController = require('../controllers/ordersCountController'); const ordersController = require('../controllers/ordersController'); const weeklyReportsController = require('../controllers/weeklyReportsController'); router.get('/orders_count', ordersCountController); router.get('/orders', ordersController); router.get('/weekly_reports', weeklyReportsController); module.exports = router; My controllers/weeklyReportsController.js file: const weeklyReportsService = require('../services/weeklyReportsService'); const weeklyReportsController = async (req, res) => { try { const data = await weeklyReportsService; res.json({data}) console
Post a Comment
Read more