Title :
JPEG compression history estimation for color images
Author :
Neelamani, Ramesh ; de Queiroz, Ricardo ; Fan, Zhigang ; Baraniuk, Richard
Author_Institution :
Dept. of ECE, Rice Univ., Houston, TX, USA
Abstract :
We routinely encounter digital color images that were previously JPEG-compressed. We aim to retrieve the various settings - termed JPEG compression history (CH) - employed during previous JPEG operations. This information is often discarded en-route to the image´s current representation. The discrete cosine transform coefficient histograms of previously JPEG-compressed images exhibit near-periodic behavior due to quantization. We propose a statistical approach to exploit this structure and thereby estimate the image´s CH. Using simulations, we first demonstrate the accuracy of our estimation. Further, we show that JPEG recompression performed by exploiting the estimated CH strikes an excellent file-size versus distortion tradeoff.
Keywords :
data compression; discrete cosine transforms; image coding; image colour analysis; image representation; parameter estimation; quantisation (signal); JPEG compression history estimation; JPEG recompression; digital color images; discrete cosine transform coefficient histograms; distortion tradeoff; file-size; near-periodic behavior; quantization; Color; Discrete cosine transforms; Feeds; Gray-scale; Histograms; History; Image coding; Printing; Quantization; Transform coding;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247227