/BINARY_IMAGE_DENOISING-IMAGE-PROCESSING

This Project is made in Hackathon "Hackwell" conducted by Honeywell Company and JSS Academy. This Project Finished Top 10 in this Hackathon

Primary LanguagePython

BINARY_IMAGE_DENOISING-IMAGE-PROCESSING

The project was made as a solution for the problem statement 'Denoising Binary Images without loss of information' given in the hackathon 'Hackwell 2.0' organised ny JSSATE-B and Honeywell. This project finished among top 10 Finalists in the hackathon


Algorithm

  • Taking Binary Image as input
  • Scaling image (90% of the original or other)
  • Applying Max Flow Min Cut Algo
  • Convolving with the Identity Kernel
  • Median Blur (k_size needs to choosen)
  • Descaling output ( to original size)
  • Binirizing it (for the crispness)