DocumentCode
1531331
Title
Roi based error concealment of compressed object based image using QIM data hiding and wavelet transform
Author
Phadikar, Amit ; Maity, Santi P.
Author_Institution
Dept. of Inf. Technol., MCKV Inst. of Eng., Howrah, India
Volume
56
Issue
2
fYear
2010
fDate
5/1/2010 12:00:00 AM
Firstpage
971
Lastpage
979
Abstract
Transmission of digital data through radio mobile channel experiences fading effect that leads to severe degradation in quality. Error concealment is a postprocessing technique to improve this quality degradation. One such algorithm is proposed here using integer wavelet, data hiding and region-of-interest (ROI) coding functionality. Threshold based image segmentation and morphological operations are used together to find ROI. Halftoning technique is then used to obtain image digest from this ROI. To restore the human interested portion of an image, the information of ROI is embedded as image digest into the region-of-background (ROB) using data hiding based on quantization index modulation (QIM). Simulation results show that the scheme provides significant performance improvement with various lost blocks in ROI without affecting the compatibility of the standard JPEG 2000 coding scheme. Performance of the proposed scheme is also tested using simulations on Rayleigh-fading wireless channel and is compared with the few other error concealment methods.
Keywords
Data encapsulation; Degradation; Fading; Humans; Image coding; Image restoration; Image segmentation; Morphological operations; Quantization; Wavelet transforms; Data Hiding, Error Concealment, ROI, Segmentation, QIM, Integer Wavelets;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2010.5506028
Filename
5506028
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