International Peer-Reviewed JournalOpen AccessISSN 2456-8880
irejournals@gmail.com+91-7433024337

Home / Current Issue / Paper 1703842

1703842PublishedVol 6 · Issue 4

Solving Image Puzzles with a Simple Quadratic Programming Formulation

Meerja Maqbul Baig Shahela Osmani

Subject area: Science,Engineering and Technology  ·  Area of research: Computer Science

Abstract

We present a new formulation to automatically solve jigsaw puzzles considering only the information contained on the image. Our formulation maps the problem of solving a jigsaw puzzle to the maximization of a constrained quadratic function that can be solved by a numerical method. The proposed method is deterministic and it can handle arbitrary rectangular pieces. We tested the validity of the method to solve problems up to 3300 puzzle pieces, and we compared our results to the current state-of-the-art, obtaining superior accuracy.

How to cite this paper

Meerja Maqbul Baig, Shahela Osmani "Solving Image Puzzles with a Simple Quadratic Programming Formulation" Iconic Research And Engineering Journals Volume 6 Issue 4 2022 Page 49-54
Meerja Maqbul Baig, Shahela Osmani "Solving Image Puzzles with a Simple Quadratic Programming Formulation" Iconic Research And Engineering Journals, vol. 6, no. 4, Oct. 2022
Meerja Maqbul Baig, Shahela Osmani (2022). Solving Image Puzzles with a Simple Quadratic Programming Formulation. Iconic Research And Engineering Journals, 6(4).
Meerja Maqbul Baig, Shahela Osmani "Solving Image Puzzles with a Simple Quadratic Programming Formulation" Iconic Research And Engineering Journals, vol. 6, no. 4, Oct. 2022.
@article{1703842,
      author = {Meerja Maqbul Baig, Shahela Osmani},
      title = {Solving Image Puzzles with a Simple Quadratic Programming Formulation},
      journal = {Iconic Research And Engineering Journals},
      year = {2022},
      volume = {6},
      number = {4},
      pages = {49-54},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1703842.pdf},
      abstract = {We present a new formulation to automatically solve jigsaw puzzles considering only the information contained on the image. Our formulation maps the problem of solving a jigsaw puzzle to the maximization of a constrained quadratic function that can be solved by a numerical method. The proposed method is deterministic and it can handle arbitrary rectangular pieces. We tested the validity of the method to solve problems up to 3300 puzzle pieces, and we compared our results to the current state-of-the-art, obtaining superior accuracy.},
      month = {October},
  }