Skip to main content

image processing - Improve TextRecognize[] on numbers


I have an image contain only numbers, and TextRecognize fail to recognize some numbers:


img=enter image description here;


TextRecognize[img]
(*826718*)

The documentation says that "The quality of recognized text may improve by enlarging the image", but no luck on this example


TextRecognize[ImageResize[img, Scaled[2]]]

(*826718*)

also tried different language, also no help


TextRecognize[ImageResize[img, Scaled[2]], Language -> "French"]
(*826718*)

I also tried Walfram|Alpha, it also gave the same results as Mathematica:


enter image description here


Are there some ways to solve the problem?



Answer




TextRecognize seems to be a work in progress, consider the following


Rasterize[Graphics[Text[Style["3", 100]]]] // TextRecognize
Rasterize[Graphics[Text[Style["a", 100]]]] // TextRecognize
Rasterize[Graphics[Text[Style["123", 100]]]] // TextRecognize
Rasterize[Graphics[Text[Style["1234", 100]]]] // TextRecognize
Rasterize[Graphics[Text[Style["hello", 100]]]] // TextRecognize
Rasterize[Graphics[Text[Style["hello 3", 100]]]] // TextRecognize

yields the following output


{nothing here}

{nothing here}
{nothing here}
1234
hello
hello 3

For reasons that are entirely unclear, single characters are not recognized as text, nor are numbers small "arrays" of numbers. Oddly enough, small numbers are recognized if preceeded with an actual word, making the following a terrible solution that nonetheless gives you the answer:


n = Import["http://i.stack.imgur.com/cPRrY.png"];
pretext = Rasterize["hello ", RasterSize -> 175, ImageSize -> 40];
Row[{pretext, ImageResize[n, 1000]}] // Rasterize;

t = TextRecognize@ImageResize[%, Scaled[5]];
StringSplit@t

gives the output


{hello,3482671897}

Let's hope someone comes up with a better answer...


Comments

Popular posts from this blog

front end - keyboard shortcut to invoke Insert new matrix

I frequently need to type in some matrices, and the menu command Insert > Table/Matrix > New... allows matrices with lines drawn between columns and rows, which is very helpful. I would like to make a keyboard shortcut for it, but cannot find the relevant frontend token command (4209405) for it. Since the FullForm[] and InputForm[] of matrices with lines drawn between rows and columns is the same as those without lines, it's hard to do this via 3rd party system-wide text expanders (e.g. autohotkey or atext on mac). How does one assign a keyboard shortcut for the menu item Insert > Table/Matrix > New... , preferably using only mathematica? Thanks! Answer In the MenuSetup.tr (for linux located in the $InstallationDirectory/SystemFiles/FrontEnd/TextResources/X/ directory), I changed the line MenuItem["&New...", "CreateGridBoxDialog"] to read MenuItem["&New...", "CreateGridBoxDialog", MenuKey["m", Modifiers-...

How to thread a list

I have data in format data = {{a1, a2}, {b1, b2}, {c1, c2}, {d1, d2}} Tableform: I want to thread it to : tdata = {{{a1, b1}, {a2, b2}}, {{a1, c1}, {a2, c2}}, {{a1, d1}, {a2, d2}}} Tableform: And I would like to do better then pseudofunction[n_] := Transpose[{data2[[1]], data2[[n]]}]; SetAttributes[pseudofunction, Listable]; Range[2, 4] // pseudofunction Here is my benchmark data, where data3 is normal sample of real data. data3 = Drop[ExcelWorkBook[[Column1 ;; Column4]], None, 1]; data2 = {a #, b #, c #, d #} & /@ Range[1, 10^5]; data = RandomReal[{0, 1}, {10^6, 4}]; Here is my benchmark code kptnw[list_] := Transpose[{Table[First@#, {Length@# - 1}], Rest@#}, {3, 1, 2}] &@list kptnw2[list_] := Transpose[{ConstantArray[First@#, Length@# - 1], Rest@#}, {3, 1, 2}] &@list OleksandrR[list_] := Flatten[Outer[List, List@First[list], Rest[list], 1], {{2}, {1, 4}}] paradox2[list_] := Partition[Riffle[list[[1]], #], 2] & /@ Drop[list, 1] RM[list_] := FoldList[Transpose[{First@li...

plotting - How to draw lines between specified dots on ListPlot?

I would like to create a plot where I have unconnected dots and some connected. So far, I have figured out how to draw the dots. My code is the following: ListPlot[{{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4,13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full] I have thought using ListLinePlot command, but I don't know how to specify to the command to draw only selected lines between the dots. Do have any suggestions/hints on how to do that? Thank you. Answer One possibility would be to use Epilog with Line : ListPlot[ {{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4, 13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full, Epilog -> { Line[ ...