Full custom texture measurement and applications in multiresolution video coding
We propose a new texture measurement, the full custom texture measurement (FCTM) calculated from the cooccurrence matrix. The new measurement provides a general framework for the analysis of images from a textural viewpoint. It is shown that different textural features can be designed through the FC...
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| Published in | Optical Engineering Vol. 36; no. 4; pp. 1053 - 1058 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
01.04.1997
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| Online Access | Get full text |
| ISSN | 0091-3286 1560-2303 |
| DOI | 10.1117/1.601297 |
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| Summary: | We propose a new texture measurement, the full custom texture measurement (FCTM) calculated from the cooccurrence matrix. The new measurement provides a general framework for the analysis of images from a textural viewpoint. It is shown that different textural features can be designed through the FCTM. In particular, it is demonstrated that the conventional cooccurrence-matrix-based texture features are special cases of the FCTM. The FCTM is well suited for analyzing images under multiresolution signal decomposition, due to its flexibility in dealing with different signal structures in different decomposition levels and signal bands. Combined with multiresolution signal processing, we applied the FCTM to motion estimation in low-bit-rate video coding. Experimental results show that coding methods incorporating the FCTM provide reconstruction quality superior to a well-known codec, H.263. © |
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| ISSN: | 0091-3286 1560-2303 |
| DOI: | 10.1117/1.601297 |