Title: Evaluation and reconstruction of strip-shredded text documents
Language: English
Authors: Morandell, Wolfgang 
Qualification level: Diploma
Advisor: Raidl, Günther
Assisting Advisor: Prandtstetter, Matthias
Issue Date: 2008
Number of Pages: 81
Qualification level: Diploma
In my master's thesis I elaborate on strip-shredded text document reconstruction. Contrary to conventional document reconstruction -- which uses color or shape information of images -- text document reconstruction has not been researched very well. Nowadays it is common to destroy paper documents by shredding them, i.e.
producing paper strips. This work tries to find ways to undo the process. First and foremost I describe the problem formally. Next I define a way to evaluate problem instances. A set of improvement strategies are introduced which help the evaluation process. Defined construction heuristics yield good results in reasonable amount of time.
Then optimization algorithms try to find a good arrangement of the strips, ideally the correct one. A demo application simulates the shredding process of a sample page. Then this page is reconstructed using the above mentioned evaluation techniques and several optimization techniques like multistart variable neighborhood search, simulated annealing and iterated local search. Extensive tests were run with a 60 instance test set. The implemented application reconstructed more than half of the problem instances correctly and is also able to reconstruct several pages at once.
Keywords: Optimierung; Wiederherstellung; Shredder
Optimization; Reconstruction; Shredder
URI: https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-26233
Library ID: AC05037510
Organisation: E186 - Institut für Computergraphik und Algorithmen 
Publication Type: Thesis
Appears in Collections:Thesis

Files in this item:

Show full item record

Page view(s)

checked on Apr 30, 2021


checked on Apr 30, 2021

Google ScholarTM


Items in reposiTUm are protected by copyright, with all rights reserved, unless otherwise indicated.