Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications

Effective acquisition, analysis and reconstruction of multi-modal data such as colour and multi-/hyper-spectral imagery is crucial in smart camera applications, where wavelet-based coding and compression of images are highly demanded. Many existing discrete wavelet filtering banks have fixed coeffic...

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Bibliographic Details
Published in:	IET computer vision Vol. 14; no. 7; pp. 471 - 479
Main Authors:	Yan, Yijun, Liu, Yiguang, Yang, Mingqiang, Zhao, Huimin, Chai, Yanmei, Ren, Jinchang
Format:	Journal Article
Language:	English
Published:	The Institution of Engineering and Technology 01.10.2020 Wiley
Subjects:	camera network applications cameras channel bank filters colour image decomposition data analysis decomposition filters discrete wavelet filtering banks discrete wavelet transforms generated filtering bank generic wavelet‐based image decomposition hyperspectral image classification hyperspectral imagery hyperspectral imaging image classification image coding image compression image filtering image reconstruction image reconstruction framework image sensors intelligent sensors multimodal data acquisition multimodal data analysis multimodal data reconstruction multispectral imagery optimisation optimisation process reconstruction filters smart camera applications Special Issue: Computer Vision for Smart Cameras and Camera Networks unified framework wavelet‐based coding multimodal data acquisition decomposition filters image classification image compression colour image decomposition generic wavelet-based image decomposition image filtering camera network applications multispectral imagery cameras multimodal data analysis optimisation hyperspectral image classification channel bank filters image reconstruction framework smart camera applications unified framework data analysis generated filtering bank discrete wavelet transforms hyperspectral imagery image reconstruction reconstruction filters wavelet-based coding image sensors multimodal data reconstruction intelligent sensors discrete wavelet filtering banks image coding hyperspectral imaging optimisation process
ISSN:	1751-9632, 1751-9640, 1751-9640
Online Access:	Get full text
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