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Highly efficient contour-based predictive shape coding
- Source :
- Pattern Recognition Letters. 65:131-136
- Publication Year :
- 2015
- Publisher :
- Elsevier BV, 2015.
-
Abstract
- The technique of contour-based predictive shape coding is addressed.A highly efficient scheme for contour-based predictive shape coding is proposed.A new chain-based method of motion estimation and motion compensation is given.A new technique is developed for encoding the residuals. A new scheme for contour-based predictive shape coding is proposed aiming to acquire high coding efficiency, where the temporal correlations among object contours are effectively exploited. For a given binary shape image, the object contours are firstly extracted and thinned to be perfect single-pixel width followed by chain-based representation. Then a chain-based motion estimation and compensation technique is developed to remove temporal correlations among object contours to reduce the data to be encoded. Finally, by further exploiting the spatial correlations within chain links, a novel method is introduced to efficiently encode the residuals together with the motion displacements. Experiments are conducted and the results show that the proposed scheme is considerably more efficient than the existing techniques.
- Subjects :
- Motion compensation
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Binary number
Pattern recognition
Compensation (engineering)
Artificial Intelligence
Encoding (memory)
Algorithmic efficiency
Motion estimation
Signal Processing
Shape coding
Computer Vision and Pattern Recognition
Artificial intelligence
Representation (mathematics)
business
Software
ComputingMethodologies_COMPUTERGRAPHICS
Mathematics
Subjects
Details
- ISSN :
- 01678655
- Volume :
- 65
- Database :
- OpenAIRE
- Journal :
- Pattern Recognition Letters
- Accession number :
- edsair.doi...........99e9f45af3b8b0d2f68ce3c882388dc2