Difference between revisions of "Tristan-cs488-tasks"
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* '''File structuring''' | * '''File structuring''' | ||
| − | ** | + | ** just doing it, will restructure later. |
*<span style="text-decoration: line-through;">Image importing | *<span style="text-decoration: line-through;">Image importing | ||
**Read in jpg image</span> | **Read in jpg image</span> | ||
| Line 10: | Line 10: | ||
** Algorithm for figuring out correct threshold value. Take a mean of the page color and adjust for that value. Usually 110±10? | ** Algorithm for figuring out correct threshold value. Take a mean of the page color and adjust for that value. Usually 110±10? | ||
** Draw box around where dark is detected, extract that selection. | ** Draw box around where dark is detected, extract that selection. | ||
| + | |||
* '''Line segmentation''' | * '''Line segmentation''' | ||
** Decided it was not necessary to find beginning and end of line | ** Decided it was not necessary to find beginning and end of line | ||
| Line 17: | Line 18: | ||
*** create selection between line1 and line2 | *** create selection between line1 and line2 | ||
*** push to dynamic array as line[0] | *** push to dynamic array as line[0] | ||
| + | |||
* '''Word segmentation''' | * '''Word segmentation''' | ||
** Outline algorithm similar to line segmentation | ** Outline algorithm similar to line segmentation | ||
| + | |||
* '''Character segmentation''' | * '''Character segmentation''' | ||
**openCV historgram test | **openCV historgram test | ||
| + | |||
| + | 11-26-12: I tried an openCV example that makes and highlights bounding box and bounding polygon regions, it gave me this [[Media: Surprising.png | image]]. Suddenly I'm on the recognition step?? | ||
| + | |||
* '''Character recognition''' | * '''Character recognition''' | ||
** Figure out a basic neural network | ** Figure out a basic neural network | ||
*** look atOpenCV neural network type | *** look atOpenCV neural network type | ||
*** I've found some NN tutorials, the implementation of one is what's bothering me. | *** I've found some NN tutorials, the implementation of one is what's bothering me. | ||
Revision as of 00:13, 27 November 2012
Set of discrete tasks for Schrift (the name of the proposed handwriting recognizer).
These notes and more are are kept on paper.
- File structuring
- just doing it, will restructure later.
- Image importing
- Read in jpg image
- Text Scan
- OpenCV image import, test threshold filter
- Algorithm for figuring out correct threshold value. Take a mean of the page color and adjust for that value. Usually 110±10?
- Draw box around where dark is detected, extract that selection.
- Line segmentation
- Decided it was not necessary to find beginning and end of line
- General Algorithm
- Scan from top line by line
- Stop when line of nothing
- create selection between line1 and line2
- push to dynamic array as line[0]
- Word segmentation
- Outline algorithm similar to line segmentation
- Character segmentation
- openCV historgram test
11-26-12: I tried an openCV example that makes and highlights bounding box and bounding polygon regions, it gave me this image. Suddenly I'm on the recognition step??
- Character recognition
- Figure out a basic neural network
- look atOpenCV neural network type
- I've found some NN tutorials, the implementation of one is what's bothering me.
- Figure out a basic neural network
