DocumentCode :
2398883
Title :
Histogram analysis of JPEG compressed images as an aid in image deblocking
Author :
Datcu, M. ; Schwarz, G. ; Schmidt, K. ; Reck, C.
Author_Institution :
DLR, German Aerosp. Res. Establ., Wessling, Germany
fYear :
1995
fDate :
28-30 Mar 1995
Firstpage :
425
Abstract :
Summary form only given, substantially as follows. Transform coded images suffer from specific image degradations. In the case of standard JPEG compression/decompression the image quality losses are known to be blocking effects resulting from mean value discontinuities along the 8*8 pixel block boundaries as well as ringing artifacts due to the limited precision of the reconstruction from linear combinations of quantized or discarded basis functions. The most evident consequence of JPEG compression is the fragmentation of image histograms mainly caused by blocking in low activity image subareas. The histogram of the image shows spikes that contain most of the signal amplitudes, the other values are distributed on the remaining permissible levels. As a measure of the blocking effect, the blocking factor is defined as the ratio of the spikes area to the total area of image histogram. This method represents a promising approach to the control of locally adaptive image deblocking when the necessary enhancement depends on the local image characteristics. The blocking factor is easy to compute and provides a direct measure of the local image degradation due to blocking. A new deblocking algorithm is proposed
Keywords :
data compression; image coding; interference suppression; transform coding; 8*8 pixel block boundaries; JPEG compressed images; blocking effects; blocking factor; deblocking algorithm; fragmentation; histogram analysis; image deblocking; image degradations; image histograms; image quality losses; linear combination; local image degradation; locally adaptive image deblocking; mean value discontinuities; reconstruction; ringing artifacts; signal amplitudes; transform coded images; Area measurement; Degradation; Histograms; Image analysis; Image coding; Image quality; Image reconstruction; Pixel; Programmable control; Transform coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 1995. DCC '95. Proceedings
Conference_Location :
Snowbird, UT
ISSN :
1068-0314
Print_ISBN :
0-8186-7012-6
Type :
conf
DOI :
10.1109/DCC.1995.515535
Filename :
515535
Link To Document :
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