Title :
Maximum likelihood estimation of JPEG quantization table in the identification of bitmap compression history
Author :
Fan, Zhigang ; de Queiroz, Ricardo
Author_Institution :
Xerox Corp., Webster, NY, USA
Abstract :
To process previously JPEG coded images the knowledge of the quantization table used in compression is sometimes required. This happens for example in JPEG artifact removal and in JPEG re-compression. However, the quantization table might not be known due to various reasons. A method is presented for the maximum likelihood estimation (MLE) of the JPEG quantization tables. An efficient method is also provided to identify if an image has been previously JPEG compressed
Keywords :
code standards; data compression; discrete cosine transforms; image coding; inverse problems; maximum likelihood estimation; quantisation (signal); telecommunication standards; transform coding; DCT; IDCT; JPEG artifact removal; JPEG coded images; JPEG compressed image; JPEG quantization table; JPEG re-compression; MLE; bitmap compression history identification; discrete cosine transform; entropy coding; image compression; inverse transform DCT; maximum likelihood estimation; Decoding; Detection algorithms; Discrete cosine transforms; Histograms; History; Image coding; Information filtering; Maximum likelihood estimation; Quantization; Transform coding;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.901117