Eigenvalue-Based Approaches for Solving an Ill-Posed Problem Arising in Sensor Orientation

Sensor orientation is an essential step for georeferencing of images, establishing the coordinate transformation between the image and ground spaces. This orientation is mainly carried out by the sensor dependent or independent models, and the desired georeferencing accuracy is achieved with the adj...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on geoscience and remote sensing Ročník 58; číslo 3; s. 1920 - 1930
Hlavní autoři:	Terlemezoglu, Bilgi, Topan, Huseyin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.03.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Computational modeling Coordinate transformations Data models Eigenvalues Estimation Geographic information systems Georeferencing Ill posed problems ill-conditioned matrix ill-posed problem Jacobi matrix method Jacobian matrices Jacobian matrix Mathematical model Model accuracy Orbits Orientation Pléiades 1A rational function model (RFM) Rational functions Regularization sensor orientation Sensors Space vehicles SPOT 5 SPOT 6 Zonguldak test site
ISSN:	0196-2892, 1558-0644
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Abstract	Sensor orientation is an essential step for georeferencing of images, establishing the coordinate transformation between the image and ground spaces. This orientation is mainly carried out by the sensor dependent or independent models, and the desired georeferencing accuracy is achieved with the adjusted orientation elements using ancillary data. Independently of the orientation model, an ill-posed problem is occurred in the adjustment process, caused by the ill-conditioned Jacobian matrix which is differentiated through the orientation elements. However, this challenge is mitigated by various approaches such as regularization, matrix inversion, or elimination methods. In this work, three different types of orientation models were exposed on Zonguldak test site characterizing mountainous urban and dense forest areas: 1) sensor-dependent orientation model for handling of SPOT 5 HRG panchromatic stereo images and 2) sensor-dependent and 3) sensor-independent rational function model (RFM) for Pléiades 1A and SPOT 6 panchromatic mono images. The main finding of this work is that eigenvalue-based approaches, i.e., Tikhonov regularization using eigenvalue and Moore-Penrose (pseudo) inversing, provide the best numerical solutions among the approaches initially investigated by the authors. The novelty of this article is that two eigenvalue-based approaches investigated in this article are never preferred to solve ill-posed problem in different sensor orientation cases.
AbstractList	Sensor orientation is an essential step for georeferencing of images, establishing the coordinate transformation between the image and ground spaces. This orientation is mainly carried out by the sensor dependent or independent models, and the desired georeferencing accuracy is achieved with the adjusted orientation elements using ancillary data. Independently of the orientation model, an ill-posed problem is occurred in the adjustment process, caused by the ill-conditioned Jacobian matrix which is differentiated through the orientation elements. However, this challenge is mitigated by various approaches such as regularization, matrix inversion, or elimination methods. In this work, three different types of orientation models were exposed on Zonguldak test site characterizing mountainous urban and dense forest areas: 1) sensor-dependent orientation model for handling of SPOT 5 HRG panchromatic stereo images and 2) sensor-dependent and 3) sensor-independent rational function model (RFM) for Pléiades 1A and SPOT 6 panchromatic mono images. The main finding of this work is that eigenvalue-based approaches, i.e., Tikhonov regularization using eigenvalue and Moore–Penrose (pseudo) inversing, provide the best numerical solutions among the approaches initially investigated by the authors. The novelty of this article is that two eigenvalue-based approaches investigated in this article are never preferred to solve ill-posed problem in different sensor orientation cases.
Author	Topan, Huseyin Terlemezoglu, Bilgi
Author_xml	– sequence: 1 givenname: Bilgi orcidid: 0000-0002-3395-5386 surname: Terlemezoglu fullname: Terlemezoglu, Bilgi email: bterlemezoglu@gmail.com organization: Department of Geomatics Engineering, Faculty of Engineering, Zonguldak Bülent Ecevit University, Zonguldak, Turkey – sequence: 2 givenname: Huseyin orcidid: 0000-0001-8195-9333 surname: Topan fullname: Topan, Huseyin email: topan@beun.edu.tr organization: Department of Geomatics Engineering, Faculty of Engineering, Zonguldak Bülent Ecevit University, Zonguldak, Turkey
BookMark	eNp9kE1PAjEQhhuDiYD-AONlE8-L_diP9ogEkYQEInjx0pTuLJYsLbYLif_e3Szx4MHTHOZ5Zt68A9SzzgJC9wSPCMHiaTN7W48oJmJERYozwa5Qn6Qpj3GWJD3UbzZZTLmgN2gQwh5jkqQk76OPqdmBPavqBPGzClBE4-PRO6U_IUSl89HaVWdjd5Gy0byq4pVrmZV32woO0dib0C6NjdZgQ4MvvQFbq9o4e4uuS1UFuLvMIXp_mW4mr_FiOZtPxotYU8HqWADXUGQkTzAUbagiEzkt05wpTlMgJE2Y0KLUOtfbrBBACqJ0IQQDzhQt2RA9dneb3F8nCLXcu5O3zUtJWcYJpxTzhso7SnsXgodSatPlrL0ylSRYtkXKtkjZFikvRTYm-WMevTko__2v89A5BgB-eS5wzjlnPxBXgMk
CODEN	IGRSD2
CitedBy_id	crossref_primary_10_1109_TGRS_2024_3439848 crossref_primary_10_1080_2150704X_2023_2285736 crossref_primary_10_1109_TGRS_2025_3528367
Cites_doi	10.1016/j.isprsjprs.2008.03.002 10.14358/PERS.74.3.303 10.1109/TGRS.2015.2401602 10.1111/j.1477-9730.2007.00441.x 10.1109/JSTARS.2018.2881382 10.14358/PERS.73.11.1267 10.1080/01431161.2017.1410294 10.1109/TGRS.2006.888937 10.1080/03610927608827353 10.1080/03610927508827232 10.1109/TGRS.2013.2274775 10.1080/17415977.2017.1337762 10.1109/TGRS.2018.2819136 10.1016/j.isprsjprs.2007.10.001 10.1109/RAST.2005.1512627 10.1515/JIIP.2008.019 10.14358/PERS.80.3.261 10.1111/j.1477-9730.2011.00665.x 10.1080/2150704X.2016.1219459 10.1080/15481603.2015.1052634 10.5194/isprs-archives-XLII-3-2511-2018 10.1016/j.isprsjprs.2005.12.003 10.1016/j.jag.2007.02.002 10.1111/j.1477-9730.2008.00489.x 10.1109/FSKD.2012.6234281 10.1109/TGRS.2011.2174797 10.1080/01431161.2018.1468116 10.1061/(ASCE)0733-9453(1997)123:3(101) 10.1007/s12517-019-4353-9 10.1007/978-1-4615-0306-4_6 10.1109/LGRS.2018.2829598 10.1111/0031-868X.t01-1-00010 10.1109/LGRS.2017.2755059 10.1111/j.1477-9730.2006.00363.x 10.1109/LGRS.2013.2293844 10.1016/j.isprsjprs.2005.12.004
ContentType	Journal Article
Copyright	Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020
Copyright_xml	– notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020
DBID	97E RIA RIE AAYXX CITATION 7UA 8FD C1K F1W FR3 H8D H96 KR7 L.G L7M
DOI	10.1109/TGRS.2019.2950693
DatabaseName	IEEE Xplore (IEEE) IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Water Resources Abstracts Technology Research Database Environmental Sciences and Pollution Management ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Aerospace Database Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources Civil Engineering Abstracts Aquatic Science & Fisheries Abstracts (ASFA) Professional Advanced Technologies Database with Aerospace
DatabaseTitle	CrossRef Aerospace Database Civil Engineering Abstracts Aquatic Science & Fisheries Abstracts (ASFA) Professional Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources Technology Research Database ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Advanced Technologies Database with Aerospace Water Resources Abstracts Environmental Sciences and Pollution Management
DatabaseTitleList	Aerospace Database
Database_xml	– sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering Physics
EISSN	1558-0644
EndPage	1930
ExternalDocumentID	10_1109_TGRS_2019_2950693 8907888
Genre	orig-research
GrantInformation_xml	– fundername: Türkiye Bilimsel ve Teknolojik Araştirma Kurumu grantid: 101Y090 funderid: 10.13039/501100004410 – fundername: Airbus funderid: 10.13039/501100003204 – fundername: Bülent Ecevit Üniversitesi grantid: 2017-47912266-03 funderid: 10.13039/501100006002 – fundername: Bülent Ecevit Üniversitesi grantid: 2014-47912266-01 funderid: 10.13039/501100006002 – fundername: Türkiye Bilimsel ve Teknolojik Araştirma Kurumu grantid: 114Y380 funderid: 10.13039/501100004410
GroupedDBID	-~X 0R~ 29I 4.4 5GY 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACGFO ACGFS ACIWK ACNCT AENEX AETIX AFRAH AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 EBS EJD F5P HZ~ H~9 IBMZZ ICLAB IFIPE IFJZH IPLJI JAVBF LAI M43 O9- OCL P2P RIA RIE RNS RXW TAE TN5 VH1 Y6R AAYXX CITATION 7UA 8FD C1K F1W FR3 H8D H96 KR7 L.G L7M
ID	FETCH-LOGICAL-c293t-9e8ced61740ed4517d6972f573a825e115439c9fcc7cb6d9e1d1acd993e83a2f3
IEDL.DBID	RIE
ISICitedReferencesCount	4
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000519598700032&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0196-2892
IngestDate	Mon Jun 30 08:36:01 EDT 2025 Sat Nov 29 02:50:02 EST 2025 Tue Nov 18 20:45:18 EST 2025 Wed Aug 27 06:28:11 EDT 2025
IsPeerReviewed	true
IsScholarly	true
Issue	3
Language	English
License	https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c293t-9e8ced61740ed4517d6972f573a825e115439c9fcc7cb6d9e1d1acd993e83a2f3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0002-3395-5386 0000-0001-8195-9333
PQID	2368182208
PQPubID	85465
PageCount	11
ParticipantIDs	proquest_journals_2368182208 crossref_citationtrail_10_1109_TGRS_2019_2950693 ieee_primary_8907888 crossref_primary_10_1109_TGRS_2019_2950693
PublicationCentury	2000
PublicationDate	2020-03-01
PublicationDateYYYYMMDD	2020-03-01
PublicationDate_xml	– month: 03 year: 2020 text: 2020-03-01 day: 01
PublicationDecade	2020
PublicationPlace	New York
PublicationPlace_xml	– name: New York
PublicationTitle	IEEE transactions on geoscience and remote sensing
PublicationTitleAbbrev	TGRS
PublicationYear	2020
Publisher	IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml	– name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References	(ref25) 1999 ref57 ref13 ref56 ref58 long (ref51) 2012 ref53 bettemir (ref40) 2006 ref52 ref55 cao (ref62) 2018; 12 ref54 bay?k (ref65) 0 öztürk (ref36) 1991 ref17 grodecki (ref27) 0 ref16 ref19 ref18 riazanoff (ref14) 2004 gölgeleyen (ref10) 2016; 6 jacobsen (ref12) 2004 li (ref4) 2014; 11 ref50 mobley (ref9) 2019 ref47 zhang (ref41) 1989; 14 heipke (ref11) 2002 ref49 kapnias (ref2) 2008 burden (ref35) 2011; 9 ref7 ref3 ref6 ref5 terlemezo?lu (ref33) 2019 tao (ref46) 2004 guo (ref44) 0 ref34 ref37 ref31 topan (ref15) 2009 ref32 tao (ref28) 2000; 33 weser (ref23) 2007 ref1 ref39 ref38 mikhail (ref30) 1976 tonolo (ref45) 2003 moghaddam (ref59) 2018; 56 (ref63) 2019 ref24 aster (ref8) 2003 ref26 ref64 ref20 ref22 ref21 tao (ref43) 2001; 67 hanley (ref29) 2003 gui (ref42) 2002; 22 ref60 ref61 bettemir (ref48) 0
References_xml	– year: 2003 ident: ref8 publication-title: Parameter Estimation and Inverse Problems – ident: ref31 doi: 10.1016/j.isprsjprs.2008.03.002 – year: 1976 ident: ref30 publication-title: Observations and Least Squares – year: 0 ident: ref65 article-title: Geospatial analysis using remote sensing images: Case studies of zonguldak test field – year: 1999 ident: ref25 publication-title: The OpenGIS Abstract Specification Topic 6 The Coverage Type and Its Subtypes Version 4 – start-page: 1 year: 0 ident: ref48 article-title: Improvement of differential rectification model parameters for Bilsat I – ident: ref47 doi: 10.14358/PERS.74.3.303 – ident: ref53 doi: 10.1109/TGRS.2015.2401602 – year: 2019 ident: ref9 publication-title: Ocean Optics – year: 2006 ident: ref40 article-title: Sensitivity and error analysis of a differential rectification method for CCD frame cameras and pushbroom scanners – ident: ref17 doi: 10.1111/j.1477-9730.2007.00441.x – year: 2009 ident: ref15 article-title: Geometric analysis of high resolution space images using parametric approaches considering satellite orbital parameters – ident: ref60 doi: 10.1109/JSTARS.2018.2881382 – volume: 33 start-page: 874 year: 2000 ident: ref28 article-title: Image rectification using a generic sensor model-rational function model publication-title: Int Arch Photogramm Remote Sensing – start-page: 26 year: 2012 ident: ref51 article-title: An automatic selection and solving method for rational polynomial coefficients based on nested regression publication-title: Proc 33rd Asian Conf Remote Sens – volume: 22 start-page: 16 year: 2002 ident: ref42 article-title: Combined ridge with shrunken estimator and its applications in geodetic adjustment publication-title: Journal of Geodesy and Geodynamics – ident: ref32 doi: 10.14358/PERS.73.11.1267 – ident: ref5 doi: 10.1080/01431161.2017.1410294 – year: 1991 ident: ref36 publication-title: Dengeleme Hesab? Cilt I – ident: ref22 doi: 10.1109/TGRS.2006.888937 – ident: ref39 doi: 10.1080/03610927608827353 – ident: ref38 doi: 10.1080/03610927508827232 – start-page: 302 year: 2002 ident: ref11 article-title: Test goals and test set up for the OEEPE test 'integrated sensor orientation publication-title: Integrated Sensor Orientation - Test Report and Workshop Proceedings – ident: ref24 doi: 10.1109/TGRS.2013.2274775 – year: 2003 ident: ref29 article-title: High-resolution satellite imaging for geospatial information collection – ident: ref37 doi: 10.1080/17415977.2017.1337762 – volume: 56 start-page: 3990 year: 2018 ident: ref59 article-title: A statistical variable selection solution for RFM Ill-posedness and overparameterization problems publication-title: IEEE Trans Geosci Remote Sens doi: 10.1109/TGRS.2018.2819136 – ident: ref1 doi: 10.1016/j.isprsjprs.2007.10.001 – start-page: 1 year: 2003 ident: ref45 article-title: Georeferencing of EROS-A1 high resolution images with rigorous and rational function model publication-title: Proc ISPRS/EARSeL Workshop High Resolution Mapping Space – year: 0 ident: ref44 article-title: Application of generalized ridge estimate in computing the exterior orientation elements of satellitic linear array scanner imagery – ident: ref19 doi: 10.1109/RAST.2005.1512627 – year: 2019 ident: ref33 article-title: Regularization of the ill-conditioned matrix arising in orientation of optical spaceborne images – ident: ref7 doi: 10.1515/JIIP.2008.019 – volume: 6 start-page: 230 year: 2016 ident: ref10 article-title: Some applications of the teory of inverse and ill-posed problems in science and technology (Ters ve Kötü Konulmu? Problemler Teorisinin Bilim ve Teknolojideki Baz? Uygulamalar?) publication-title: Karaelmas Sci Eng J (Karaelmas Fen ve Mühendislik Dergisi) – start-page: 829 year: 2004 ident: ref12 article-title: Direct/integrated sensor orientation-Pros and Cons publication-title: Proc 20th ISPRS Congr – ident: ref52 doi: 10.14358/PERS.80.3.261 – ident: ref13 doi: 10.1111/j.1477-9730.2011.00665.x – ident: ref57 doi: 10.1080/2150704X.2016.1219459 – ident: ref54 doi: 10.1080/15481603.2015.1052634 – volume: 14 start-page: 46 year: 1989 ident: ref41 article-title: Ridge and stein estimation for adjustment parameters publication-title: Journal of Wuhan Technical University of Surveying and Mapping – start-page: 51w year: 2007 ident: ref23 article-title: A generic pushbroom sensor model for high-resolution satellite imagery applied to SPOT 5, quickbird and ALOS data sets publication-title: Proc Int Arch Photogramm Remote Sens Spatial Inf Sci High Resolution Earth Imag Geospatial Information – ident: ref58 doi: 10.5194/isprs-archives-XLII-3-2511-2018 – ident: ref20 doi: 10.1016/j.isprsjprs.2005.12.003 – year: 0 ident: ref27 article-title: IKONOS stereo feature extraction-RPC approach – ident: ref55 doi: 10.1016/j.jag.2007.02.002 – start-page: 727 year: 2004 ident: ref46 article-title: Combined ridge-stein estimator in exterior orientation for linear pushbroom imagery publication-title: Proc Int Arch Photogramm Remote Sens Spatial Inf Sci – ident: ref18 doi: 10.1111/j.1477-9730.2008.00489.x – ident: ref50 doi: 10.1109/FSKD.2012.6234281 – year: 2004 ident: ref14 article-title: SPOT 123-4-5 geometry handbook – ident: ref49 doi: 10.1109/TGRS.2011.2174797 – year: 2019 ident: ref63 publication-title: GeoEtrim Geospatial Evaluation and Training of Images – ident: ref56 doi: 10.1080/01431161.2018.1468116 – ident: ref34 doi: 10.1061/(ASCE)0733-9453(1997)123:3(101) – volume: 9 year: 2011 ident: ref35 publication-title: Numerical Analysis – ident: ref64 doi: 10.1007/s12517-019-4353-9 – ident: ref26 doi: 10.1007/978-1-4615-0306-4_6 – ident: ref61 doi: 10.1109/LGRS.2018.2829598 – ident: ref3 doi: 10.1111/0031-868X.t01-1-00010 – ident: ref6 doi: 10.1109/LGRS.2017.2755059 – ident: ref16 doi: 10.1111/j.1477-9730.2006.00363.x – volume: 12 year: 2018 ident: ref62 article-title: Estimation of rational polynomial coefficients based on singular value decomposition publication-title: J Appl Remote Sens – year: 2008 ident: ref2 article-title: Guidelines for best practice and quality checking of ortho imagery – volume: 11 start-page: 1394 year: 2014 ident: ref4 article-title: The generalized-line-based iterative transformation model for imagery registration and rectification publication-title: IEEE Geosci Remote Sens Lett doi: 10.1109/LGRS.2013.2293844 – ident: ref21 doi: 10.1016/j.isprsjprs.2005.12.004 – volume: 67 start-page: 1347 year: 2001 ident: ref43 article-title: A comprehensive study of the rational function model for photogrammetric processing publication-title: Photogramm Eng Remote Sens
SSID	ssj0014517
Score	2.3384764
Snippet	Sensor orientation is an essential step for georeferencing of images, establishing the coordinate transformation between the image and ground spaces. This...
SourceID	proquest crossref ieee
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	1920
SubjectTerms	Computational modeling Coordinate transformations Data models Eigenvalues Estimation Geographic information systems Georeferencing Ill posed problems ill-conditioned matrix ill-posed problem Jacobi matrix method Jacobian matrices Jacobian matrix Mathematical model Model accuracy Orbits Orientation Pléiades 1A rational function model (RFM) Rational functions Regularization sensor orientation Sensors Space vehicles SPOT 5 SPOT 6 Zonguldak test site
Title	Eigenvalue-Based Approaches for Solving an Ill-Posed Problem Arising in Sensor Orientation
URI	https://ieeexplore.ieee.org/document/8907888 https://www.proquest.com/docview/2368182208
Volume	58
WOSCitedRecordID	wos000519598700032&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVIEE databaseName: IEEE Electronic Library (IEL) customDbUrl: eissn: 1558-0644 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0014517 issn: 0196-2892 databaseCode: RIE dateStart: 19800101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1RSxwxEB5OsdA-tFYrnrWShz6J0Wyyl9082uK1QrGHZ0H6suSSOTg49uTu7O93JhcPxVLo2z5M2CVfsjNfMvMNwOeRG4W6CFZGHRSLajtJTs9I711Eb0KoYhJx_VFdXdW3t27QgZN1LQwipuQzPOXHdJcfZ-Gej8rOamJyxNg2YKOq7KpWa31jUPaKXBptJZEInW8wC-XObr5dDzmJy51q11PWmWc-KDVVefEnTu6l_-7_Pmwb3uYwUpyvcH8PHWx34M0TccEdeJWSO8NiF35fsOQmy3qj_EJeK4rzrCSOC0FBqxjOpnyuIHwrLqdTOZixzWDVaobeMeHzBDFpxZA4L5n_nE9yxVL7AX71L26-fpe5p4IM5NiX0mEdMFLYUiqMPGfRukqPe5XxxBWRxXmMC25MIIWRjQ6LWPgQKYrB2ng9Nnuw2c5a3AdhSuVtgTSc9rRXprYlsSHkmHNUmVJ3QT3OchOy4Dj3vZg2iXgo1zAwDQPTZGC6cLwecrdS2_iX8S4jsTbMIHTh8BHKJu_HRaONpchEa1Uf_H3UR3itmUmn7LJD2FzO7_ETbIU_y8lifpSW2gPEnc_Z
linkProvider	IEEE
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3BThsxEB1RaFV6oC0UkUJbH3qqavDam931ERAU1DSNmlRCvawceyJFijYoCXw_M46JqFohcdvDWLvys3fm2TNvAD4P7dBXmS9k0F6xqLaV5PSMdM4GdMb7MkQR107Z7VZXV7a3Bl9XtTCIGJPP8JAf411-mPobPio7qojJEWN7BhvtPNdqWa21ujPI21kqji4k0Qid7jAzZY8G3371OY3LHmrbVoU1f3mh2Fbln39xdDDnr5_2aW9gKwWS4niJ_FtYw2YbXj2QF9yGFzG908934M8Zi26ysDfKE_JbQRwnLXGcCwpbRX864ZMF4RpxOZnI3pRtestmM_SOMZ8oiHEj-sR6yfznbJxqlpp38Pv8bHB6IVNXBenJtS-kxcpjoMAlVxh4zkJhSz1ql8YRW0SW5zHW2xHB5IdFsJiFzPlAcQxWxumR2YX1ZtrgHgiTK1dkSMNpVztlqiInPoQcdQ5Lk-sWqPtZrn2SHOfOF5M6Ug9lawamZmDqBEwLvqyGXC_1Nh4z3mEkVoYJhBYc3ENZpx05r7UpKDbRWlXv_z_qE7y8GPzo1J3L7vd92NTMq2Ou2QGsL2Y3-AGe-9vFeD77GJfdHb-x0yA
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=Eigenvalue-Based+Approaches+for+Solving+an+Ill-Posed+Problem+Arising+in+Sensor+Orientation&rft.jtitle=IEEE+transactions+on+geoscience+and+remote+sensing&rft.au=Terlemezoglu%2C+Bilgi&rft.au=Topan%2C+Huseyin&rft.date=2020-03-01&rft.issn=0196-2892&rft.eissn=1558-0644&rft.volume=58&rft.issue=3&rft.spage=1920&rft.epage=1930&rft_id=info:doi/10.1109%2FTGRS.2019.2950693&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TGRS_2019_2950693
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0196-2892&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0196-2892&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0196-2892&client=summon