Scanned Document Compression Using Block-Based Hybrid Video Codec

被引:5
|
作者
Zaghetto, Alexandre [1 ]
de Queiroz, Ricardo L. [1 ]
机构
[1] Univ Brasilia, Dept Comp Sci, BR-70910900 Brasilia, DF, Brazil
关键词
Advanced document coding (ADC); H.264/AVC; pattern matching; scanned document compression;
D O I
10.1109/TIP.2013.2251641
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a hybrid pattern matching/transform-based compression method for scanned documents. The idea is to use regular video interframe prediction as a pattern matching algorithm that can be applied to document coding. We show that this interpretation may generate residual data that can be efficiently compressed by a transform-based encoder. The efficiency of this approach is demonstrated using H.264/advanced video coding (AVC) as a high-quality single and multipage document compressor. The proposed method, called advanced document coding (ADC), uses segments of the originally independent scanned pages of a document to create a video sequence, which is then encoded through regular H.264/AVC. The encoding performance is unrivaled. Results show that ADC outperforms AVC-I (H.264/AVC operating in pure intramode) and JPEG2000 by up to 2.7 and 6.2 dB, respectively. Superior subjective quality is also achieved.
引用
收藏
页码:2420 / 2428
页数:9
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