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OpenCV vs. Matlab vs. SimpleCV

58 点作者 kscottz大约 13 年前

10 条评论

ahelwer大约 13 年前
Before this post inspires people to go on a crazy I-can-do-computer-vision-the-hard-way binge and impulse-buy O'Reilly's (excellent) "Learning OpenCV", the second edition is being released sometime this month so you may want to hold off:<p><a href="http://shop.oreilly.com/product/0636920022497.do" rel="nofollow">http://shop.oreilly.com/product/0636920022497.do</a>
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dfc大约 13 年前
I know this is going to put me in the minority but the download iconset for simplecv (OSX/Windows/<i>Ubuntu</i>) is one of my biggest pet peeves. The worst offenders will use the Ubuntu logo to lead to a generic linux page. Its slightly less annoying that clicking the ubuntu link leads to downloading a <i>Debian package file.</i>
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cop359大约 13 年前
Naturally because it's on "simplecv.tumblr.com" this is pretty biased.<p>But some glaring omissions<p>1) You can compile Matlab to C++ code which is much faster.<p>2) With respect to Portability there is the glaring omission of Octave (nor to mention there is MATLAB for unix systems). (I guess that also counts for the price issue). I'm not a MATLAB guru, but in the couple of times I've used it, it seems like MATLAB minus the handy dandy documentation and IDE.<p>3) Debugging in Matlab's ID is so easy a 5 year old can do it. The variables are all there; you can double click on any to see their contents. Debugging in a shell in my experience is a much bigger PITA.<p>4) I didn't look at their documentation, but I honest really doubt it's better then MATLAB's. I've never seen documentation so well written in an open source project.
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arrogantrobot大约 13 年前
<a href="http://blog.fixational.com/post/19177752599/opencv-vs-matlab" rel="nofollow">http://blog.fixational.com/post/19177752599/opencv-vs-matlab</a><p>...just in case you also couldn't click or copy the link from the article
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atlasom大约 13 年前
Great post, I've been looking to work with CV and was plannin g on using OpenCV with a python interface, but after your post I think I'll start with SimpleCV. as you said if the only limitation is speed, then I can port it to pure C for OpenCV.<p>You might want to change the videos on the Demos page as youtube is saying the uploader has closed their account.<p>Now its time to experiment
pimentel大约 13 年前
Since I learned about openCV (and python), I don't get why people still use MATLAB for computer vision.<p>I believe MATLAB is probably very useful for control systems (with Simulink) or signal processing or any very special case for which there is a unique MATLAB toolbox.<p>Why is it still so much used in universities? Does Numpy/Scipy cover MATLAB scientific/numerical computing?
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gourneau大约 13 年前
I up voted this before I noticed the author linked to one of my projects <a href="http://labs.radiantmachines.com/beard/" rel="nofollow">http://labs.radiantmachines.com/beard/</a>. A neckbeard detector in 25 lines of Python :)
tomrod大约 13 年前
How does it compare to open-source Matlab alternatives such as Gnu/Octave?
ronomal大约 13 年前
Thanks for expanding on our original post. I've been meaning to give SimpleCV a spin for a while, we're big Python fans in Fixational. What's the best way to contribute?
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mgallivan大约 13 年前
Matlab's 3D rendering speeds are disgustingly slow...