Using undocumented `TextRecognize` options as you can see [here][1], you can do:

create a `textLinesImg` like this:

![enter image description here][2]

    Manipulate[
     Column[TextRecognize[Binarize[#, b], "SegmentationMode" -> 7] & /@ 
       textLinesImg]
     , {{b, 0.9}, 0, 1}
     , ContinuousAction -> False
     ]

![enter image description here][3]


  [1]: https://mathematica.stackexchange.com/a/31851/2266
  [2]: https://i.sstatic.net/KdwbE.png
  [3]: https://i.sstatic.net/cbjVq.png