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Image Compression Techniques: An Analysis: Evaluation using Higher Order Metrics - Richa Jindal

English
2017-01-26
€41.34 €51.68

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Importance of image compression increases with advancing communication technology. Limited hardware and budget is also important in sending data fast. The amount of data associated with visual information is so large that its storage requires enormous storage capacity and require large capacity and bandwidth, which could be very expensive.Generally images carry three main types of information: redundant, ir ... Full description

Description

Importance of image compression increases with advancing communication technology. Limited hardware and budget is also important in sending data fast. The amount of data associated with visual information is so large that its storage requires enormous storage capacity and require large capacity and bandwidth, which could be very expensive.Generally images carry three main types of information: redundant, irrelevant, and useful.Redundant information is that which can be reproduced, without loss, from other information contained in the image, for example, low varying background information. Irrelevant information is the part of the information that has enormous details which is beyond the limit of perceptual significance. Useful information is part of the information which is neither redundant nor irrelevant. Decompressed images are usually observed by human beings. Therefore their fidelities are subject to the capabilities and limitations of the human visual system (HVS).Set partitioning in hierarchical trees (SPIHT), is an extension of Shapirös embedded zerotrees wavelet. the algorithms allow for progressive transmission require no training,and are of low computational complexity.

More Information

Author Richa Jindal
Publisher LAP LAMBERT Academic Publishing
Release year 2017
Cover type Softcover
EAN 9783330038301
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€41.34 €51.68