Literature DB >> 26011882

A practical one-shot multispectral imaging system using a single image sensor.

Yusuke Monno, Sunao Kikuchi, Masayuki Tanaka, Masatoshi Okutomi.   

Abstract

Single-sensor imaging using the Bayer color filter array (CFA) and demosaicking is well established for current compact and low-cost color digital cameras. An extension from the CFA to a multispectral filter array (MSFA) enables us to acquire a multispectral image in one shot without increased size or cost. However, multispectral demosaicking for the MSFA has been a challenging problem because of very sparse sampling of each spectral band in the MSFA. In this paper, we propose a high-performance multispectral demosaicking algorithm, and at the same time, a novel MSFA pattern that is suitable for our proposed algorithm. Our key idea is the use of the guided filter to interpolate each spectral band. To generate an effective guide image, in our proposed MSFA pattern, we maintain the sampling density of the G -band as high as the Bayer CFA, and we array each spectral band so that an adaptive kernel can be estimated directly from raw MSFA data. Given these two advantages, we effectively generate the guide image from the most densely sampled G -band using the adaptive kernel. In the experiments, we demonstrate that our proposed algorithm with our proposed MSFA pattern outperforms existing algorithms and provides better color fidelity compared with a conventional color imaging system with the Bayer CFA. We also show some real applications using a multispectral camera prototype we built.

Year:  2015        PMID: 26011882     DOI: 10.1109/TIP.2015.2436342

Source DB:  PubMed          Journal:  IEEE Trans Image Process        ISSN: 1057-7149            Impact factor:   10.856


  7 in total

1.  Opti-MSFA: a toolbox for generalized design and optimization of multispectral filter arrays.

Authors:  Travis W Sawyer; Michaela Taylor-Williams; Ran Tao; Ruqiao Xia; Calum Williams; Sarah E Bohndiek
Journal:  Opt Express       Date:  2022-02-28       Impact factor: 3.894

2.  Optimized Multi-Spectral Filter Array Based Imaging of Natural Scenes.

Authors:  Yuqi Li; Aditi Majumder; Hao Zhang; M Gopi
Journal:  Sensors (Basel)       Date:  2018-04-12       Impact factor: 3.576

3.  Colorization-Based RGB-White Color Interpolation using Color Filter Array with Randomly Sampled Pattern.

Authors:  Paul Oh; Sukho Lee; Moon Gi Kang
Journal:  Sensors (Basel)       Date:  2017-06-28       Impact factor: 3.576

4.  High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras.

Authors:  Pierre-Jean Lapray; Jean-Baptiste Thomas; Pierre Gouton
Journal:  Sensors (Basel)       Date:  2017-06-03       Impact factor: 3.576

5.  Spectral Characterization of a Prototype SFA Camera for Joint Visible and NIR Acquisition.

Authors:  Jean-Baptiste Thomas; Pierre-Jean Lapray; Pierre Gouton; Cédric Clerc
Journal:  Sensors (Basel)       Date:  2016-06-28       Impact factor: 3.576

6.  Adaptive Residual Interpolation for Color and Multispectral Image Demosaicking.

Authors:  Yusuke Monno; Daisuke Kiku; Masayuki Tanaka; Masatoshi Okutomi
Journal:  Sensors (Basel)       Date:  2017-12-01       Impact factor: 3.576

7.  Towards 'Fourth Paradigm' Spectral Sensing.

Authors:  Forrest Simon Webler; Manuel Spitschan; Marilyne Andersen
Journal:  Sensors (Basel)       Date:  2022-03-19       Impact factor: 3.576

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.