IMAGE-BASED TECHNIQUES FOR SHREDDED DOCUMENT RECONSTRUCTION

Patent №

US 8,073,264

Granted

2011-12-06

Filed 2009

Owner

NATIONAL CHUNG CHENG UNIVERSITY

Lab

AI components

3

ml · nlp · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12588866

An image-based technique for shredded document reconstruction includes the steps of: employing an image processing process to obtain shred images of the shredded document, and then extracting several features of shred images for reconstruction with two similarity measures, and then employing an algorithm using the shred coding scheme and average word length that is insensitive to the shredding noise on image boundaries, and then a weighted digraph is then carried out to derive the optimal shred sorting result for document reconstruction in terms of the shortest path. Experiments are presented for both the synthetic and real data sets. The results show that the proposed method has correctly merged the majority of the shredded document.

AI classification

Vision1.00
Machine learning1.00
Natural language0.72
Evolutionary computation0.12
AI hardware0.06
Knowledge representation0.03
Planning0.02
Speech0.00

Ownership

NATIONAL CHUNG CHENG UNIVERSITY

assignment · 234870400

Assignors

LIN, HUEI-YUNG, FAN CHIANG, WEN-CHENG

On an employer assignment, the assignors are typically the inventors.

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