Similar Partial Copy Detection of Line Drawings Using a Cascade Classifier and Feature Matching

Language	English
Type	Proceedings of International Conferences
Authors	Weihan Sun, Koichi Kise
Title	Similar Partial Copy Detection of Line Drawings Using a Cascade Classifier and Feature Matching
Journal	International Workshop on Computational Forensics
Pages	pp.121-132
Reviewed	Reviewed
Date	November 2010
Research fields	Document Image Analysis, Pattern recognition
Key	`Sun2010` (id=1181)

Abstract

Copyright protection of image publications is an important task of forensics. In this paper, we focus on line drawings, which are represented by lines in monochrome. Since partial copies and similar copies are always applied in plagiarisms of line drawings, we propose combining the technique of object detection and image retrieval to detect similar partial copies from suspicious images: first, detecting regions of interest (ROIs) by a cascade classifier; then, locate the corresponding source parts from copyrighted images using a feature matching method. The experimental results have proved the effectiveness of proposed method for detecting similar partial copies from complex backgrounds.

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{authors}{authors_and}{authors_ja}{authors_ja_tight}{authors_en}{authors_en_and}{authors_tight}{first_author}{title}{title_ja}{title_en}{journal}{journal_ja}{journal_en}{book_title}{volume}{number}{series}{presen_id}{pages}{pp}{num_pages}{year}{month}{month_en}{month_short}{ym}{date}{date_ja}{date_en}{publisher}{address}{location}{review}{review_ja}{review_en}{reviewed_mark}{presen_type}{type}{type_label}{doi}{url}{key}{awards}

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@inproceedings{Sun2010, author = {Sun, Weihan and Kise, Koichi}, title = {Similar Partial Copy Detection of Line Drawings Using a Cascade Classifier and Feature Matching}, booktitle = {International Workshop on Computational Forensics}, year = 2010, month = nov, pages = {121--132} }