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Augmenting these human data gatherers with image recognition technology can speed up data processing and, presumably, make a proposition like BeMyEye even more scalable.
The pitch was to buy and install a small supercomputer, which he would name for the biggest donor, to speed up data processing on a search for moons in other solar systems.
These indexes can be used to significantly speed up data processing whilst allowing the data to be appropriately projected and are particularly useful when analysing and interpreting TLS data.
Eventually these new tools may be applied to population studies to speed up data processing, enhance data accuracy, and reduce costs.
Filtering and aggregation will become important in this case especially for smart cities as it can help reduce the amount of generated network traffic and speed up data processing.
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Besides leveraging image processing algorithms to speed up data acquisition, we are also exploring techniques to enrich the precision of our data, moving from binary markers to markers with more than two states (n-ary).
Caching provides another tool to speed up data analysis.
For target tracking purposes it is sometimes convenient to have a slightly different representation with redundant information to facilitate and speed up the data processing.
The platforms such as GPU, Multicore CPUs etc. can be used to speed up the data processing in this case.
As a matter of fact, most log analysis tools that leverage cloud infrastructures speed up their data processing using essentially this procedure.
Clijsters et al [74] designed a high-speed and real-time molten pool monitoring system, consisting of four modules, namely optical set-up, data processing, reference data and quality estimation.
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