MATLAB image acquisition toolbox alternatives in R

Question

I am planning to build a set up for experimentation in which I need to get automatic video capture.

My original plan was to use MATLAB and take pictures which could be joined together later (in order to avoid videos being too heavy during acquisition and because I don’t need to have too many fps). MATLAB has the advantage that many users have done this before and there’s plenty code available.

However, I have some problems with this original idea. Mainly, the computer I’ll probably be using doesn’t have/will crash because of MATLAB requirements. I was wondering if anything similar to that can be built in R.

I might also explore python alternatives (although I do not manage the language) because it seems that there are also alternatives there. But I prefer R because I’m used to it

Accepted Answer

Of R I am not aware of any packages that allow you to capture images from a camera. However in Python you have different options, furthermore, there are a lot of libraries available for Python, such as NumPy and SciPy which allow you to do statistical and matrix operations like in Matlab and R, and Python is easy to learn.

The different packages in Python to grab images from a camera:

OpenCV

With the following code you capture an image and can process it:

import numpy as np import cv2      # open the connection to the camera cap = cv2.VideoCapture(0)  while(True):     # Capture frame-by-frame     ret, frame = cap.read()      # process image: frame ..

Some tutorials

Tutorial getting started with videos
Tutorial getting started with images

SimpleCV

Also makes it easy to process your images:

from SimpleCV import Camera # Initialize the camera cam = Camera() # Loop to continuously get images while True:     # Get Image from camera     img = cam.getImage()

PyGame

Finally PyGame also allows you to read frames from the camera:

import pygame import pygame.camera from pygame.locals import *  pygame.init() pygame.camera.init() cam = pygame.camera.Camera("/dev/video0",(640,480)) cam.start() image = cam.get_image()

Thank you for such a complete answer, I guess I’d have to explore Python sooner or later and this might be the moment. I still can’t believe nobody has uploaded to CRAN packages like these but that’s another discussion

Answer 2

There’s a CRAN task view on Medical Imaging, and in the middle of the page is a section “General Image Processing”, with short descriptions about the capabilities of various R packages.

At this time, I didn’t find any mentions of “video” on the page.

Maybe the task-view page is still worth a closer look.