JiaoZixun / Information-Extraction-from-Scientific-Data-Charts

This repository is an Image-Processing application for the automatic extraction of Data-Points from Scientific Data Charts.

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Information-Extraction-from-Scientific-Data-Charts

This repository is an Image-Processing application for the automatic extraction of Data-Points from Scientific Data Charts.

After Classification of a Given chart image through this classification model.

Extract Information from chart images through this Matlab Application

  • Install Matlab v2015 preferred
  • Clone the repository git clone https://github.com/arpitjainds/Information-Extraction-from-Scientific-Data-Charts.git
  • Run Matlab and select the working directory as this cloned repository
  • Run the single matlab file present in this Directory.

Using the Tool

  • Once the GUI starts, from the toolbar, select the open image button to select and open the desired chart image.

    Application Main
  • From the toolbar, click on the Reconstitution button. Image Preprocessing will start

    Reconstitution
  • Application will ask to remove the Grids and other Unnecessary information. Segmented curve will be shown

    Grid Removal
  • From the Menubar, select the appropriate Image-Processing and Scale parameters. For better reconstitution

    IP Parameters Scale Parameters
  • Now select the option to build the curve from the toolbar. Data Points will be extracted from the plot

    replot
  • Finally, click on the save button to save all the data points into a text file.

    replot
  • Also, the extracted text will be shown on the GUI Display.

    extractedtextfile

About

This repository is an Image-Processing application for the automatic extraction of Data-Points from Scientific Data Charts.


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Language:MATLAB 100.0%