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Heterogeneous Multicore & the Future of Vision Systems
12/7/2012

Heterogeneous multicore processors can help improve vision system accuracy by increasing the amount of information that is gathered and by improving the way that information is used.
Heterogeneous multicore processors can help improve vision system accuracy by increasing the amount of information that is gathered and by improving the way that information is used.

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naperlou
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Blogger
distributing too
naperlou   12/7/2012 10:47:01 AM
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One approach that is being used is distributing the processing as well.  Many of the high level functions do not need to be performed at the camera level.  Putting the "low level" image functions in the camera reduces the amount of data that needs to be transmitted.  The systems you speak of are capable of going through feature extraction at the camera level and then communicating that higher level information to a centralized system (or a hierarichy of processors) to provide system function.

Cabe Atwell
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Re: distributing too
Cabe Atwell   12/7/2012 6:16:10 PM
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Image analysis and machine vision should be an open-source field. I don't want to re-invent the wheel in this area. I have a few applications I would love to use such tech in, but I have shied away from the task due to the daunting work in entails.

Agreed, the camera should just take pictures. The high-level work should be handled by more powerful computer systems.

C

muhammadali201
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Iron
Re: distributing too
muhammadali201   12/18/2012 11:55:22 PM
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Cabe,

Can you pleae give few examples of "Re-Inventing The Wheel in this area". My understanding is that most of the repetitive tasks are provided by vendors in the form of libraries / built-in functions.

 

 

Charles Murray
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The role of multicore
Charles Murray   12/7/2012 6:54:23 PM
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A very nice look at the role of multicore in future vision systems. Multicore seems like a natural for real-world vision systems going forward.

Cadman-LT
User Rank
Platinum
Re: The role of multicore
Cadman-LT   12/10/2012 4:44:34 AM
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I agree. 

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