Extension of luminance component based demosaicking algorithm to 4- and 5-band multispectral images
Multispectral imaging systems are currently expanding with a variety of multispectral demosaicking algorithms. But these algorithms have limitations due to the remarkable presence of artifacts in the reconstructed image. In this paper, we propose a powerful multispectral image demosaicking method th...
Gespeichert in:
| Veröffentlicht in: | Array (New York) Jg. 12; S. 100088 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elsevier Inc
01.12.2021
Elsevier |
| Schlagworte: | |
| ISSN: | 2590-0056, 2590-0056 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | Multispectral imaging systems are currently expanding with a variety of multispectral demosaicking algorithms. But these algorithms have limitations due to the remarkable presence of artifacts in the reconstructed image. In this paper, we propose a powerful multispectral image demosaicking method that focuses on the G band and luminance component. We've first identified a relevant 4-and 5-band multispectral filter array (MSFA) with the dominant G band and then proposed an algorithm that consistently estimates the missing G values and other missing components using a convolution operator and a weighted bilinear interpolation algorithm based on the luminance component. Using the considered MSFA patterns, we've also demonstrated that our algorithm outperforms existing approaches both visually and quantitatively in terms of the PSNR and SSIM. |
|---|---|
| AbstractList | Multispectral imaging systems are currently expanding with a variety of multispectral demosaicking algorithms. But these algorithms have limitations due to the remarkable presence of artifacts in the reconstructed image. In this paper, we propose a powerful multispectral image demosaicking method that focuses on the G band and luminance component. We've first identified a relevant 4-and 5-band multispectral filter array (MSFA) with the dominant G band and then proposed an algorithm that consistently estimates the missing G values and other missing components using a convolution operator and a weighted bilinear interpolation algorithm based on the luminance component. Using the considered MSFA patterns, we've also demonstrated that our algorithm outperforms existing approaches both visually and quantitatively in terms of the PSNR and SSIM. |
| ArticleNumber | 100088 |
| Author | Hounsou, Norbert Gouton, Pierre Sanda Mahama, Amadou T. |
| Author_xml | – sequence: 1 givenname: Norbert surname: Hounsou fullname: Hounsou, Norbert email: norbert.hounsou@imsp-uac.org organization: University of Abomey-Calavi, Institute of Mathematics and Physical Sciences, Dangbo, Benin – sequence: 2 givenname: Amadou T. surname: Sanda Mahama fullname: Sanda Mahama, Amadou T. email: amadou.sanda@imsp-uac.org organization: University of Abomey-Calavi, Institute of Mathematics and Physical Sciences, Dangbo, Benin – sequence: 3 givenname: Pierre surname: Gouton fullname: Gouton, Pierre email: pgouton@u-bourgogne.fr organization: University of Burgundy, Science & Technology Faculty, Dijon, France |
| BookMark | eNqFkc9uGyEQh1HkSknTPEEvvMA6DLvssoceKit_LEXqpT2jMTvr4u6CBbiq3z44jqooh_Y0w4jvN-LjI1v44ImxzyCWIKC93S0xRjwupZBQJkJofcGupOpFJYRqF2_6S3aT0q5ckQoAlL5i9u5PJp9c8DyMfDrMzqO3xG2Y92WNz3yDiQY-0BwSOvvL-S3HaRuiyz9nngNvKo5-4KranMp8mLJLe7I54sTdjFtKn9iHEadEN6_1mv24v_u-eqyevj2sV1-fKiv7WlfYyFpuYGgJoLFWd7qcJQ3QoJJtU4MCpXqs1ahEp_ta6B5B2G7EtgEJor5m63PuEHBn9rFsj0cT0JmXQYhbgzE7O5HZ9LLuqVMjEDZCIGoru1Fhh6MuPZas-pxlY0gp0vg3D4Q5aTc786LdnLSbs_ZC9e8o6zLmYrfocNN_2C9nloqi346iSdZR-YvBxaKzvMH9k38GoN2gFA |
| CitedBy_id | crossref_primary_10_1007_s11227_022_04744_5 crossref_primary_10_1016_j_dsp_2022_103646 crossref_primary_10_1109_TETCI_2024_3414950 crossref_primary_10_1016_j_image_2022_116893 crossref_primary_10_3390_s23156856 |
| Cites_doi | 10.1109/TCI.2017.2691553 10.2352/CIC.2002.10.1.art00061 10.3390/s141121626 10.1109/TIP.2016.2634120 10.1109/TIP.2015.2436342 10.14429/dsj.64.4732 10.3390/s17122787 10.3390/s16070993 10.1109/TIP.2006.877315 10.1109/TIP.2010.2046811 10.1109/TIP.2006.877476 10.1016/j.future.2018.04.056 10.2352/J.ImagingSci.Technol.2004.48.2.art00003 10.2352/J.ImagingSci.Technol.2017.61.4.040407 |
| ContentType | Journal Article |
| Copyright | 2021 The Authors |
| Copyright_xml | – notice: 2021 The Authors |
| DBID | 6I. AAFTH AAYXX CITATION DOA |
| DOI | 10.1016/j.array.2021.100088 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 2590-0056 |
| ExternalDocumentID | oai_doaj_org_article_b9239e75f1ea400aa8c27f5a7af8a8ca 10_1016_j_array_2021_100088 S2590005621000357 |
| GroupedDBID | 0SF 6I. AAEDW AAFTH AALRI AAXUO AEXQZ AITUG ALMA_UNASSIGNED_HOLDINGS AMRAJ EBS EJD FDB GROUPED_DOAJ M41 M~E NCXOZ OK1 ROL 0R~ AAYWO AAYXX ACVFH ADCNI ADVLN AEUPX AFJKZ AFPUW AIGII AKBMS AKYEP APXCP CITATION |
| ID | FETCH-LOGICAL-c2938-a4232b1d6e114cc8782322ed14a52643151559a35f507893089a10c7fa6412103 |
| IEDL.DBID | DOA |
| ISSN | 2590-0056 |
| IngestDate | Fri Oct 03 12:43:19 EDT 2025 Thu Nov 20 00:35:22 EST 2025 Tue Nov 18 21:26:37 EST 2025 Tue Jul 25 20:56:44 EDT 2023 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Multispectral filter array Demosaicking algorithm Convolution Luminance component Weighted bilinear interpolation |
| Language | English |
| License | This is an open access article under the CC BY-NC-ND license. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2938-a4232b1d6e114cc8782322ed14a52643151559a35f507893089a10c7fa6412103 |
| OpenAccessLink | https://doaj.org/article/b9239e75f1ea400aa8c27f5a7af8a8ca |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_b9239e75f1ea400aa8c27f5a7af8a8ca crossref_primary_10_1016_j_array_2021_100088 crossref_citationtrail_10_1016_j_array_2021_100088 elsevier_sciencedirect_doi_10_1016_j_array_2021_100088 |
| PublicationCentury | 2000 |
| PublicationDate | December 2021 2021-12-00 2021-12-01 |
| PublicationDateYYYYMMDD | 2021-12-01 |
| PublicationDate_xml | – month: 12 year: 2021 text: December 2021 |
| PublicationDecade | 2020 |
| PublicationTitle | Array (New York) |
| PublicationYear | 2021 |
| Publisher | Elsevier Inc Elsevier |
| Publisher_xml | – name: Elsevier Inc – name: Elsevier |
| References | Mihoubi, Losson, Mathon, Macaire (bib1) 2016 Aggarwal, Majumdar (bib22) 2014 Mihoubi, Losson, Mathon, Macaire (bib2) 2017; 3 Yasuma, Mitsunaga, Iso, Nayar (bib12) 2010; 19 Susan, Aneja (bib28) 2014; 64 Brauers, Aach (bib11) 2006 bib37 Cui, Yoo, Ben-Ezra (bib5) 2010; 86 Wang, Thomas, Hardeberg, Gouton (bib30) 2013 Monno, Kiku, Kikuchi, Tanaka, Okutomi (bib17) 2014 Mihoubi, Losson, Mathon, Macaire (bib33) 2015 Wang, Wang, Hardeberg (bib31) 2014; vol. 8509 Sun, Yuan, Cao, Hardeberg (bib18) 2018; 86 Sun, Zhao, Xie, Yuan, Yu, Chen, Cao, de Dravo (bib19) 2020 Aggarwal, Majumdar (bib29) 2014 Norbert, Amadou, Pierre, Thomas (bib27) 2018; 16 Monno, Kiku, Tanaka (bib32) 2017; 17 Miao, Qi, Snyder (bib14) 2014; 5 Aggarwal, Majumdar (bib21) 2013 Hershey, Zhang (bib24) 2008; 7 Lu, Fredembach, Vetterli, Süsstrunk (bib38) 2009 Kiku, Monno, Tanaka, Okutomi (bib25) 2014 Amba, Thomas, Alleysson (bib34) 2017; 61 Lian, Chang, Tan (bib36) 2005; 1 Monno, Tanaka, Okutomi (bib16) 2012; 8299 Menon, Calvagno (bib26) 2007; 2 Ohsawa, Fukuda, Ajito, Komiya, Haneishi, Yamaguchi, Ohyama (bib4) 2004; 48 Lapray, Wang, Thomas, Gouton (bib6) 2014; 14 Jaiswal, Fang, Jakhetiya, Pang, Mueller, Au (bib20) 2017; 26 Wang, Thomas, Hardeberg, Gouton (bib13) 2013; 8660 Miao, Qi (bib10) 2006; 15 Mizutani, Ogawa, Shinoda, Hasegawa, Kato (bib39) 2014 Shrestha, Hardenberg, Khan (bib23) 2011 Miao, Qi, Ramanath (bib15) 2006; 6069 Miao, Qi, Ramanath, Snyder (bib9) 2006; 15 Monno, Kikuchi, Tanaka, Okutomi (bib7) 2015; 24 Thomas, Lapray, Gouton, Clerc (bib8) 2016; 16 Alleysson, Susstrunk, Herault (bib35) 2002 Monno, Tanaka, Okutomi (bib3) 2011 Norbert (10.1016/j.array.2021.100088_bib27) 2018; 16 Ohsawa (10.1016/j.array.2021.100088_bib4) 2004; 48 Monno (10.1016/j.array.2021.100088_bib7) 2015; 24 Sun (10.1016/j.array.2021.100088_bib19) 2020 Lian (10.1016/j.array.2021.100088_bib36) 2005; 1 Monno (10.1016/j.array.2021.100088_bib3) 2011 Cui (10.1016/j.array.2021.100088_bib5) 2010; 86 Susan (10.1016/j.array.2021.100088_bib28) 2014; 64 Miao (10.1016/j.array.2021.100088_bib15) 2006; 6069 Shrestha (10.1016/j.array.2021.100088_bib23) 2011 Mihoubi (10.1016/j.array.2021.100088_bib1) 2016 Menon (10.1016/j.array.2021.100088_bib26) 2007; 2 Wang (10.1016/j.array.2021.100088_bib31) 2014; vol. 8509 Lu (10.1016/j.array.2021.100088_bib38) 2009 Thomas (10.1016/j.array.2021.100088_bib8) 2016; 16 Mizutani (10.1016/j.array.2021.100088_bib39) 2014 Monno (10.1016/j.array.2021.100088_bib16) 2012; 8299 Alleysson (10.1016/j.array.2021.100088_bib35) 2002 Sun (10.1016/j.array.2021.100088_bib18) 2018; 86 Miao (10.1016/j.array.2021.100088_bib10) 2006; 15 Monno (10.1016/j.array.2021.100088_bib17) 2014 Kiku (10.1016/j.array.2021.100088_bib25) 2014 Wang (10.1016/j.array.2021.100088_bib30) 2013 Miao (10.1016/j.array.2021.100088_bib9) 2006; 15 Aggarwal (10.1016/j.array.2021.100088_bib21) 2013 Brauers (10.1016/j.array.2021.100088_bib11) 2006 Aggarwal (10.1016/j.array.2021.100088_bib29) 2014 Mihoubi (10.1016/j.array.2021.100088_bib2) 2017; 3 Yasuma (10.1016/j.array.2021.100088_bib12) 2010; 19 Aggarwal (10.1016/j.array.2021.100088_bib22) 2014 Hershey (10.1016/j.array.2021.100088_bib24) 2008; 7 Lapray (10.1016/j.array.2021.100088_bib6) 2014; 14 Amba (10.1016/j.array.2021.100088_bib34) 2017; 61 Mihoubi (10.1016/j.array.2021.100088_bib33) 2015 Miao (10.1016/j.array.2021.100088_bib14) 2014; 5 Wang (10.1016/j.array.2021.100088_bib13) 2013; 8660 Monno (10.1016/j.array.2021.100088_bib32) 2017; 17 Jaiswal (10.1016/j.array.2021.100088_bib20) 2017; 26 |
| References_xml | – start-page: 3797 year: 2009 end-page: 3800 ident: bib38 article-title: Designing color filter arrays for the joint capture of visible and near-infrared images publication-title: IEEE Int Conf Image Proc – start-page: 2011 year: 2014 end-page: 2014 ident: bib29 article-title: Single-sensor multi-spectral image demosaicing algorithm using learned interpolation weights publication-title: IEEE Int Geosci Rem Sens Symp (IGARSS) – volume: 5 start-page: 3343 year: 2014 end-page: 3346 ident: bib14 article-title: A generic method for generating multispectral filter arrays publication-title: Conf ICIP Conf – volume: 8299 start-page: 82 year: 2012 ident: bib16 article-title: Multispectral demosaicking using guided filter, SPIE, Electronic Imag publication-title: Annu Symp – volume: 26 start-page: 953 year: 2017 end-page: 968 ident: bib20 article-title: Adaptive multispectral demosaicking based on frequency-domain analysis of spectral correlation publication-title: IEEE Trans Image Process – start-page: 9023 year: 2014 ident: bib25 article-title: Simultaneous capturing of RGB and additional band images using hybrid color filter array – start-page: 106627 year: 2020 ident: bib19 article-title: Sparse spectral signal reconstruction for one proposed nine-band multispectral imaging system publication-title: MSSP – start-page: 474 year: 2014 end-page: 477 ident: bib39 article-title: Multispectral demosaicking algorithm based on interchannel correlation publication-title: IEEE Vis Commu Image Proc Conf – volume: 16 start-page: 993 year: 2016 ident: bib8 article-title: Spectral characterization of a prototype SFA camera for joint visible and NIR acquisition publication-title: Sensors – volume: 8660 start-page: 86 year: 2013 ident: bib13 article-title: Median filtering in multispectral filter array demosaicking, SPIE, Electronic Imag publication-title: Annu Symp – volume: 15 start-page: 3550 year: 2006 end-page: 3558 ident: bib9 article-title: Binary tree-based generic demosaicking algorithm for multispectral filter arrays publication-title: IEEE Trans Image Process – year: 2006 ident: bib11 publication-title: A color filter array based multispectral camera – volume: vol. 8509 start-page: 151 year: 2014 end-page: 160 ident: bib31 article-title: A linear interpolation algorithm for spectral filter array demosaicking publication-title: Image and signal process – volume: 6069 start-page: 606909 year: 2006 ident: bib15 article-title: Generic MSFA mosaicking and demosaicing for multispectral cameras, SPIE publication-title: Digit Photo II – ident: bib37 article-title: Multispectral image dataset – volume: 2 start-page: 181 year: 2007 end-page: 184 ident: bib26 article-title: Demosaicing based on wavelet analysis of the luminance component publication-title: IEEE Int Conf Image Proc – volume: 1 year: 2005 ident: bib36 article-title: Improved color filter array demosaicking by accurate luminance estimation publication-title: IEEE Image Proc Conf – volume: 19 start-page: 2241 year: 2010 end-page: 2253 ident: bib12 article-title: Generalized assorted pixel camera: postcapture control of resolution, dynamic range, and spectrum publication-title: IEEE Trans Image Process – start-page: 9 year: 2014 end-page: 13 ident: bib22 article-title: Compressive sensing multi-spectral demosaicing from single sensor architecture publication-title: IEEE, ChinaSIP – volume: 61 start-page: 40407 year: 2017 ident: bib34 article-title: N-LMMSE demosaicing for spectral filter arrays publication-title: J Imag Sci Technol – volume: 14 start-page: 21 626 year: 2014 ident: bib6 article-title: Multispectral filter arrays: recent advances and practical implementation publication-title: Sensors – start-page: 7875 year: 2011 ident: bib23 article-title: Spatial arrangement of color filter array for multispectral image acquisition publication-title: Proc SPIE – volume: 3 start-page: 982 year: 2017 end-page: 995 ident: bib2 article-title: Multispectral demosaicing using pseudo-panchromatic image publication-title: IEEE Trans Comput Imaging – start-page: 461 year: 2015 end-page: 466 ident: bib33 article-title: Multispectral demosaicing using intensity-based spectral correlation, IPTA, Image Process – start-page: 1 year: 2013 end-page: 6 ident: bib30 article-title: Discrete wavelet transform based multispectral filter array demosaicking publication-title: CVCS – volume: 48 start-page: 85 year: 2004 end-page: 92 ident: bib4 article-title: Six-band HDTV camera system for spectrum-based color reproduction publication-title: Imaging Sci Tech – start-page: 331 year: 2002 end-page: 336 ident: bib35 article-title: Color demosaicing by estimating luminance and opponent chromatic signals in the fourier domain publication-title: Proc Color Imag Conf – start-page: 645 year: 2014 end-page: 649 ident: bib17 article-title: Multispectral demosaicking with novel guide image generation and residual interpolation publication-title: IEEE Int Conf Image Proc ICIP – volume: 17 year: 2017 ident: bib32 article-title: Adaptive residual interpolation for color and multispectral image demosaicking publication-title: Sensors – volume: 86 start-page: 140 year: 2010 end-page: 151 ident: bib5 article-title: Multi-spectral imaging by optimized wide band illumination publication-title: Comput Vis – volume: 86 start-page: 670 year: 2018 end-page: 679 ident: bib18 article-title: Design of four-band multispectral imaging system with one single-sensor publication-title: Future Generat Comput Syst – year: 2016 ident: bib1 article-title: Multispectral demosaicing using intensity in edge-sensing and iterative difference-based methods publication-title: Int Conf Signal Image Tech Internet Based Sys – volume: 24 start-page: 3048 year: 2015 end-page: 3059 ident: bib7 article-title: A practical one shot multispectral imaging system using a single image sensor publication-title: IEEE Trans Image Process – volume: 15 start-page: 2780 year: 2006 end-page: 2791 ident: bib10 article-title: The design and evaluation of a generic method for generating mosaicked multispectral filter arrays publication-title: IEEE Trans Image Process – start-page: 1 year: 2013 end-page: 4 ident: bib21 article-title: Multi-spectral demosaicing technique for single-sensor imaging publication-title: NCVPRIPG – volume: 7 start-page: 160 year: 2008 ident: bib24 article-title: Multispectral digital camera employing both visible light and non-visible light sensing on a single image sensor publication-title: U.S. Patent – volume: 16 start-page: 365 year: 2018 end-page: 367 ident: bib27 article-title: Comparative study of biorthogonal wavelets accuracy in demosaicing algorithm based on wavelet analysis of luminance component publication-title: IS&T – volume: 64 start-page: 48 year: 2014 end-page: 54 ident: bib28 article-title: Edge strength based fuzzification of colour demosaicking algorithms publication-title: Defence Sci J – start-page: 3218 year: 2011 end-page: 3221 ident: bib3 article-title: Multispectral demosaicking using adaptive kernel upsampling publication-title: IEEE Int Conf Image Proc – volume: 3 start-page: 982 issue: 4 year: 2017 ident: 10.1016/j.array.2021.100088_bib2 article-title: Multispectral demosaicing using pseudo-panchromatic image publication-title: IEEE Trans Comput Imaging doi: 10.1109/TCI.2017.2691553 – start-page: 331 year: 2002 ident: 10.1016/j.array.2021.100088_bib35 article-title: Color demosaicing by estimating luminance and opponent chromatic signals in the fourier domain publication-title: Proc Color Imag Conf doi: 10.2352/CIC.2002.10.1.art00061 – start-page: 3218 year: 2011 ident: 10.1016/j.array.2021.100088_bib3 article-title: Multispectral demosaicking using adaptive kernel upsampling publication-title: IEEE Int Conf Image Proc – volume: 14 start-page: 21 626 issue: 11 year: 2014 ident: 10.1016/j.array.2021.100088_bib6 article-title: Multispectral filter arrays: recent advances and practical implementation publication-title: Sensors doi: 10.3390/s141121626 – volume: 6069 start-page: 606909 year: 2006 ident: 10.1016/j.array.2021.100088_bib15 article-title: Generic MSFA mosaicking and demosaicing for multispectral cameras, SPIE publication-title: Digit Photo II – volume: 26 start-page: 953 issue: 2 year: 2017 ident: 10.1016/j.array.2021.100088_bib20 article-title: Adaptive multispectral demosaicking based on frequency-domain analysis of spectral correlation publication-title: IEEE Trans Image Process doi: 10.1109/TIP.2016.2634120 – volume: 86 start-page: 140 issue: 2–3 year: 2010 ident: 10.1016/j.array.2021.100088_bib5 article-title: Multi-spectral imaging by optimized wide band illumination publication-title: Comput Vis – start-page: 106627 year: 2020 ident: 10.1016/j.array.2021.100088_bib19 article-title: Sparse spectral signal reconstruction for one proposed nine-band multispectral imaging system publication-title: MSSP – start-page: 1 year: 2013 ident: 10.1016/j.array.2021.100088_bib21 article-title: Multi-spectral demosaicing technique for single-sensor imaging publication-title: NCVPRIPG – start-page: 7875 year: 2011 ident: 10.1016/j.array.2021.100088_bib23 article-title: Spatial arrangement of color filter array for multispectral image acquisition publication-title: Proc SPIE – start-page: 1 year: 2013 ident: 10.1016/j.array.2021.100088_bib30 article-title: Discrete wavelet transform based multispectral filter array demosaicking publication-title: CVCS – volume: 24 start-page: 3048 issue: 10 year: 2015 ident: 10.1016/j.array.2021.100088_bib7 article-title: A practical one shot multispectral imaging system using a single image sensor publication-title: IEEE Trans Image Process doi: 10.1109/TIP.2015.2436342 – start-page: 461 year: 2015 ident: 10.1016/j.array.2021.100088_bib33 – volume: 64 start-page: 48 issue: 1 year: 2014 ident: 10.1016/j.array.2021.100088_bib28 article-title: Edge strength based fuzzification of colour demosaicking algorithms publication-title: Defence Sci J doi: 10.14429/dsj.64.4732 – volume: 2 start-page: 181 year: 2007 ident: 10.1016/j.array.2021.100088_bib26 article-title: Demosaicing based on wavelet analysis of the luminance component publication-title: IEEE Int Conf Image Proc – volume: 17 issue: 12 year: 2017 ident: 10.1016/j.array.2021.100088_bib32 article-title: Adaptive residual interpolation for color and multispectral image demosaicking publication-title: Sensors doi: 10.3390/s17122787 – start-page: 474 year: 2014 ident: 10.1016/j.array.2021.100088_bib39 article-title: Multispectral demosaicking algorithm based on interchannel correlation publication-title: IEEE Vis Commu Image Proc Conf – start-page: 645 year: 2014 ident: 10.1016/j.array.2021.100088_bib17 article-title: Multispectral demosaicking with novel guide image generation and residual interpolation publication-title: IEEE Int Conf Image Proc ICIP – volume: 16 start-page: 993 year: 2016 ident: 10.1016/j.array.2021.100088_bib8 article-title: Spectral characterization of a prototype SFA camera for joint visible and NIR acquisition publication-title: Sensors doi: 10.3390/s16070993 – volume: 15 start-page: 2780 year: 2006 ident: 10.1016/j.array.2021.100088_bib10 article-title: The design and evaluation of a generic method for generating mosaicked multispectral filter arrays publication-title: IEEE Trans Image Process doi: 10.1109/TIP.2006.877315 – volume: 16 start-page: 365 year: 2018 ident: 10.1016/j.array.2021.100088_bib27 article-title: Comparative study of biorthogonal wavelets accuracy in demosaicing algorithm based on wavelet analysis of luminance component publication-title: IS&T – volume: 19 start-page: 2241 year: 2010 ident: 10.1016/j.array.2021.100088_bib12 article-title: Generalized assorted pixel camera: postcapture control of resolution, dynamic range, and spectrum publication-title: IEEE Trans Image Process doi: 10.1109/TIP.2010.2046811 – volume: 15 start-page: 3550 issue: 11 year: 2006 ident: 10.1016/j.array.2021.100088_bib9 article-title: Binary tree-based generic demosaicking algorithm for multispectral filter arrays publication-title: IEEE Trans Image Process doi: 10.1109/TIP.2006.877476 – start-page: 2011 year: 2014 ident: 10.1016/j.array.2021.100088_bib29 article-title: Single-sensor multi-spectral image demosaicing algorithm using learned interpolation weights publication-title: IEEE Int Geosci Rem Sens Symp (IGARSS) – volume: 8660 start-page: 86 year: 2013 ident: 10.1016/j.array.2021.100088_bib13 article-title: Median filtering in multispectral filter array demosaicking, SPIE, Electronic Imag publication-title: Annu Symp – volume: 5 start-page: 3343 year: 2014 ident: 10.1016/j.array.2021.100088_bib14 article-title: A generic method for generating multispectral filter arrays publication-title: Conf ICIP Conf – volume: 86 start-page: 670 year: 2018 ident: 10.1016/j.array.2021.100088_bib18 article-title: Design of four-band multispectral imaging system with one single-sensor publication-title: Future Generat Comput Syst doi: 10.1016/j.future.2018.04.056 – volume: 7 start-page: 160 issue: 460 year: 2008 ident: 10.1016/j.array.2021.100088_bib24 article-title: Multispectral digital camera employing both visible light and non-visible light sensing on a single image sensor publication-title: U.S. Patent – volume: 48 start-page: 85 issue: 2 year: 2004 ident: 10.1016/j.array.2021.100088_bib4 article-title: Six-band HDTV camera system for spectrum-based color reproduction publication-title: Imaging Sci Tech doi: 10.2352/J.ImagingSci.Technol.2004.48.2.art00003 – volume: 8299 start-page: 82 year: 2012 ident: 10.1016/j.array.2021.100088_bib16 article-title: Multispectral demosaicking using guided filter, SPIE, Electronic Imag publication-title: Annu Symp – volume: 1 year: 2005 ident: 10.1016/j.array.2021.100088_bib36 article-title: Improved color filter array demosaicking by accurate luminance estimation publication-title: IEEE Image Proc Conf – start-page: 9 year: 2014 ident: 10.1016/j.array.2021.100088_bib22 article-title: Compressive sensing multi-spectral demosaicing from single sensor architecture publication-title: IEEE, ChinaSIP – start-page: 9023 year: 2014 ident: 10.1016/j.array.2021.100088_bib25 – year: 2006 ident: 10.1016/j.array.2021.100088_bib11 – volume: vol. 8509 start-page: 151 year: 2014 ident: 10.1016/j.array.2021.100088_bib31 article-title: A linear interpolation algorithm for spectral filter array demosaicking – year: 2016 ident: 10.1016/j.array.2021.100088_bib1 article-title: Multispectral demosaicing using intensity in edge-sensing and iterative difference-based methods publication-title: Int Conf Signal Image Tech Internet Based Sys – start-page: 3797 year: 2009 ident: 10.1016/j.array.2021.100088_bib38 article-title: Designing color filter arrays for the joint capture of visible and near-infrared images publication-title: IEEE Int Conf Image Proc – volume: 61 start-page: 40407 year: 2017 ident: 10.1016/j.array.2021.100088_bib34 article-title: N-LMMSE demosaicing for spectral filter arrays publication-title: J Imag Sci Technol doi: 10.2352/J.ImagingSci.Technol.2017.61.4.040407 |
| SSID | ssj0002511158 |
| Score | 2.1646352 |
| Snippet | Multispectral imaging systems are currently expanding with a variety of multispectral demosaicking algorithms. But these algorithms have limitations due to the... |
| SourceID | doaj crossref elsevier |
| SourceType | Open Website Enrichment Source Index Database Publisher |
| StartPage | 100088 |
| SubjectTerms | Convolution Demosaicking algorithm Luminance component Multispectral filter array Weighted bilinear interpolation |
| Title | Extension of luminance component based demosaicking algorithm to 4- and 5-band multispectral images |
| URI | https://dx.doi.org/10.1016/j.array.2021.100088 https://doaj.org/article/b9239e75f1ea400aa8c27f5a7af8a8ca |
| Volume | 12 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2590-0056 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002511158 issn: 2590-0056 databaseCode: DOA dateStart: 20190101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2590-0056 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002511158 issn: 2590-0056 databaseCode: M~E dateStart: 20190101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELYQYmDhjSgveWAkImniJB4BtWKhYgCpW3TxA4raBKUFwcJv585JSqaykCGJosS27s6-z_H5O8YulK8Ta63BnqalF1kfPEnLhUFuIKcj0r5LNpGMRul4LB86qb4oJqymB64Fd5UjApEmETYwgPYGkKp-YgUkYFO8d9DIT2RnMkVjMAHnwCXnRHhPW6dF3FIOueAuqCr4wtlhP6AwAd_lXfl1S469v-OdOh5nuMO2GqjIr-sm7rI1U-yx7TYNA2965T5Tg08Xhl4WvLQcBxtHomE4RYuXBToVTq5Kc21m5Rwmin6Oc5g-l9Vk8TLji5JHHodCc-HldHExhm4HZoXVT2Y44swP2NNw8Hh75zW5EzyFDjz1gBZg80DHBic8SqUIBLDrGh1EIBADhYRjhIRQWEGE86GfSgh8lViII-IUCw_ZeoFtPGKc0ngakWrUGmogClJLpEVhLmNAFxiJHuu3ostUQyxO-S2mWRtB9po5eWck76yWd49dLj96q3k1Vr9-QzpZvkqk2O4BmkrWmEr2l6n0WNxqNGvwRY0bsKjJqtqP_6P2E7ZJRdahMKdsfVG9mzO2oT5QpdW5M188338PfgBT9vP_ |
| linkProvider | Directory of Open Access Journals |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Extension+of+luminance+component+based+demosaicking+algorithm+to+4-+and+5-band+multispectral+images&rft.jtitle=Array+%28New+York%29&rft.au=Norbert+Hounsou&rft.au=Amadou+T.+Sanda+Mahama&rft.au=Pierre+Gouton&rft.date=2021-12-01&rft.pub=Elsevier&rft.issn=2590-0056&rft.eissn=2590-0056&rft.volume=12&rft.spage=100088&rft_id=info:doi/10.1016%2Fj.array.2021.100088&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_b9239e75f1ea400aa8c27f5a7af8a8ca |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2590-0056&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2590-0056&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2590-0056&client=summon |