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17 Apr 2019 ... Optical character recognition ( OCR ) software converts pictures, or even ... Capture2Text is a free OCR software for Windows 10 that gives you ...

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Jan 2, 2019 · This article lists free OCR software and a Microsoft Store UWP app for ... Extract Text from Images using the Windows 10 Photo Scan app.

Early results of the application of the PSO to type I environments (refer to Section A9) with small spatial severity showed that the PSO has an implicit ability to track changing optima [107, 228, 385] Each particle progressively converges on a point on the line that connects its personal best position with the global best position [863, 870] The trajectory of a particle can be described by a sinusoidal wave with diminishing amplitude around the global best position [651, 652] If there is a small change in the location of an optimum, it is likely that one of these oscillating particles will discover the new, nearby optimum, and will pull the other particles to swarm around the new optimum However, if the spatial severity is large, causing the optimum to be displaced outside the radius of the contracting swarm, the PSO will fail to locate the new optimum due to loss of diversity In such cases mechanisms need to be employed to increase the swarm diversity Consider spatial changes where the value of the optimum remains the same after the change, ie f (x (t)) = f (x (t + 1)), with x (t) = x (t + 1) Since the tness remains the same, the global best position does not change, and remains at the old optimum Similarly, if f (x (t)) > f (x (t+1)), assuming minimization, the global best position will also not change Consequently, the PSO will fail to track such a changing minimum This problem can be solved by re-evaluating the tness of particles at time t + 1 and updating global best and personal best positions However, keep in mind that the same problem as discussed above may still occur if the optimum is displaced outside the radius of the swarm One of the goals of optimization algorithms for dynamic environments is to locate the optimum and then to track it The self-adaptation ability of the PSO to track optima (as discussed above) assumes that the PSO did not converge to an equilibrium state in its rst goal to locate the optimum When the swarm reaches an equilibrium (ie converged to a solution), vi = 0 The particles have no momentum and the contributions from the cognitive and social components are zero The particles will remain in this stable state even if the optimum does change In the case of dynamic environments, it is possible that the swarm reaches an equilibrium if the temporal severity is low (in other words, the time between consecutive changes is large) It is therefore important to read the literature on PSO for dynamic environments with his aspect always kept in mind The next aspects to consider are the in uence of particle memory, velocity clamping and the inertia weight The question to answer is: to what extent do these parameters and characteristics of the PSO limit or promote tracking of changing optima These aspects are addressed next: Each particle has a memory of its best position found thus far, and velocity is adjusted to also move towards this position Similarly, each particle retains information about the global best (or local best) position When the environment changes this information becomes stale If, after an environment change, particles are still allowed to make use of this, now stale, information, they are.



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Optical Character Recognition ( OCR ) for Windows 10 - Windows Blog
8 Feb 2016 ... The Windows 10 November update enables OCR for four new ... Written by Pavle Josipovic, a Software Engineer on the Analog team. Tags API ...

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2 Jan 2019 ... This article lists free OCR software and a Microsoft Store UWP app for Windows 10 that can help you convert printed text or PDFs or Images to ...

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17 Apr 2019 ... Capture2Text is a free OCR software for Windows 10 that gives you keyboard shortcuts to quickly OCR anything on the screen. It also does not require any installation.

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Optical Character Recognition ( OCR ) for Windows 10 - Windows Blog
8 Feb 2016 ... The Windows 10 November update enables OCR for four new ... Written by Pavle Josipovic, a Software Engineer on the Analog team. Tags API ...

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21 Aug 2018 ... If you are in need of a reliable OCR software for your Windows 10 PC, try Readiris , ABBYY FineReader, Microsoft OneNote, or Simple OCR .












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