JOURNAL ARTICLE

Object wavelet transform for coding of arbitrarily shaped image segments

Hiroyuki KatataNorio ItoTomoko AonoH. Kusao

Year: 1997 Journal:   IEEE Transactions on Circuits and Systems for Video Technology Vol: 7 (1)Pages: 234-237   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Object-based coding is one of the most challenging key features which the ISO/IEC MPEG-4 is trying to standardize. One approach to transform an arbitrary shaped image region is addressed. The proposed approach called object-based wavelet transform (OWT), is simple to implement and is a smooth extension of regular wavelet transform (WT). The OWT consist of two phase processes: one is an extrapolation phase for regular WT and the other is a coefficients handling phase for eliminating redundancy caused by the extrapolation. Due to some experimental results, it is confirmed that the method performs the same as other shape-adaptive approaches with low complexity.

Keywords:
Wavelet transform Extrapolation Discrete wavelet transform Stationary wavelet transform Second-generation wavelet transform Transform coding Artificial intelligence Wavelet Harmonic wavelet transform Computer science Computer vision Coding (social sciences) Wavelet packet decomposition Mathematics Lifting scheme Pattern recognition (psychology) Algorithm Discrete cosine transform Image (mathematics) Statistics

Metrics

22
Cited By
2.20
FWCI (Field Weighted Citation Impact)
3
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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