Literature DB >> 20703688

A hand-held mosaicked multispectral imaging device for early stage pressure ulcer detection.

Hairong Qi1, Linghua Kong, Chao Wang, Lidan Miao.   

Abstract

The use of a custom filter mosaic overlaying a CMOS/CCD sensor represents a novel idea to multispectral imaging. The innovation provides simple, miniaturized, low cost instrumentation that has many potential biological applications which require a hand-held detector. This makes it extremely adaptable and can serve as an integrated component to distributed diagnosis and home healthcare (D2H2). A mosaicked sensor is a monolithic array of many sensors, arranged in a geometric pattern with each sensor covered by an optical filter sensitive to a specified wavelength. In this way, only one spectral component is sensed at each pixel and the other spectral components must be estimated from neighbors. Although with great potential, one challenge faced by this device, however, is the reconstruction of the high-resolution full-spectral image from the low-resolution input. Due to the physical limitations in fabrication and the usage of the multispectral filter mosaic, two types of degradations exist, including filter misalignment and the missing spectral components, that must be corrected using intelligent algorithms to take full advantage of the hardware capability of the device. In this paper, we first describe a custom geometric correction method to restore the image from the misalignment distortion. We then present a binary tree-based generic demosaicking algorithm to efficiently estimate the missing special components and reconstruct a high-resolution full-spectral image. We choose early detection of pressure ulcer as a targeting area as early stage pressure ulcers and other subcutaneous lesions are nearly invisible in clinical settings, particularly so for dark pigmented skin. We show how the geometric correction and demosaicking algorithms successfully reconstruct a full-spectral image from which apparent contrast enhancement between damaged skin and the normal skin is observed.

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Year:  2010        PMID: 20703688     DOI: 10.1007/s10916-010-9508-x

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  12 in total

Review 1.  Multispectral imaging in biology and medicine: slices of life.

Authors:  Richard M Levenson; James R Mansfield
Journal:  Cytometry A       Date:  2006-08-01       Impact factor: 4.355

2.  Binary tree-based generic demosaicking algorithm for multispectral filter arrays.

Authors:  Lidan Miao; Hairong Qi; Rajeev Ramanath; Wesley E Snyder
Journal:  IEEE Trans Image Process       Date:  2006-11       Impact factor: 10.856

3.  A maximum entropy approach to unsupervised mixed-pixel decomposition.

Authors:  Lidan Miao; Hairong Qi; Harold Szu
Journal:  IEEE Trans Image Process       Date:  2007-04       Impact factor: 10.856

4.  New edge-directed interpolation.

Authors:  X Li; M T Orchard
Journal:  IEEE Trans Image Process       Date:  2001       Impact factor: 10.856

5.  Color plane interpolation using alternating projections.

Authors:  Bahadir K Gunturk; Yucel Altunbasak; Russell M Mersereau
Journal:  IEEE Trans Image Process       Date:  2002       Impact factor: 10.856

6.  Demosaicing: image reconstruction from color CCD samples.

Authors:  R Kimmel
Journal:  IEEE Trans Image Process       Date:  1999       Impact factor: 10.856

7.  Color filter array demosaicking: new method and performance measures.

Authors:  Wenmiao Lu; Yap-Peng Tan
Journal:  IEEE Trans Image Process       Date:  2003       Impact factor: 10.856

8.  Multiplexing with multispectral imaging: from mice to microscopy.

Authors:  Richard M Levenson; David T Lynch; Hisataka Kobayashi; Joseph M Backer; Marina V Backer
Journal:  ILAR J       Date:  2008

9.  Multispectral imaging using multiple-bandpass filters.

Authors:  George Themelis; Jung Sun Yoo; Vasilis Ntziachristos
Journal:  Opt Lett       Date:  2008-05-01       Impact factor: 3.776

10.  Detection of skin erythema in darkly pigmented skin using multispectral images.

Authors:  Stephen Sprigle; Liwei Zhang; Mark Duckworth
Journal:  Adv Skin Wound Care       Date:  2009-04       Impact factor: 2.347

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  3 in total

1.  Intelligent medical disease diagnosis using improved hybrid genetic algorithm--multilayer perceptron network.

Authors:  Fadzil Ahmad; Nor Ashidi Mat Isa; Zakaria Hussain; Muhammad Khusairi Osman
Journal:  J Med Syst       Date:  2013-03-12       Impact factor: 4.460

2.  Hyperspectral imaging in wound care: A systematic review.

Authors:  Gennadi Saiko; Phoebe Lombardi; Yunghan Au; Douglas Queen; David Armstrong; Keith Harding
Journal:  Int Wound J       Date:  2020-08-23       Impact factor: 3.315

3.  Multispectral filter arrays: recent advances and practical implementation.

Authors:  Pierre-Jean Lapray; Xingbo Wang; Jean-Baptiste Thomas; Pierre Gouton
Journal:  Sensors (Basel)       Date:  2014-11-17       Impact factor: 3.576

  3 in total

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