Title :
Scanned Document Compression Using Block-Based Hybrid Video Codec
Author :
Zaghetto, A. ; de Queiroz, R.L.
Author_Institution :
Dept. of Comput. Sci., Univ. de Brasilia, Brasilia, Brazil
Abstract :
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.
Keywords :
data compression; image sequences; pattern matching; video codecs; video coding; ADC; AVC; H.264-advanced video coding; JPEG2000; advanced document coding; block-based hybrid video codec; high-quality single document compressor; hybrid pattern matching-transform-based compression; multipage document compressor; regular video interframe prediction; scanned document compression; transform-based encoder; video sequence; Compounds; Image coding; Pattern matching; Standards; Transform coding; Video coding; Advanced document coding (ADC); H.264/AVC; pattern matching; scanned document compression;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2013.2251641