Getting started with UAV imaging systems: a radiometric guide
Getting Started with UAV Imaging Systems: A Practical Guide provides the tools technologists need to begin designing or analyzing the data product of a UAV imager. Covering the basics of target signatures, radiometric propagation, electro-optical systems, UAV platforms, and image quality, it is repl...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Bellingham, Washington, USA
SPIE Press
[2016]
|
| Schriftenreihe: | SPIE Press monograph
PM270 |
| Schlagworte: | |
| Online-Zugang: | FHD01 Volltext |
| Zusammenfassung: | Getting Started with UAV Imaging Systems: A Practical Guide provides the tools technologists need to begin designing or analyzing the data product of a UAV imager. Covering the basics of target signatures, radiometric propagation, electro-optical systems, UAV platforms, and image quality, it is replete with examples that promote immediate application of the concepts. Reference materials at the end of each chapter, including many links to current systems and platforms, offer further guidance for readers. Engineers and scientists who specify instrument requirements; design, build, or test hardware; or analyze images for commercial, scientific, and military applications will find the book a useful addition to their working library |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781510601840 |
| DOI: | 10.1117/3.2239237 |
Internformat
MARC
| LEADER | 00000nmm a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV046838311 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 200804s2016 |||| o||u| ||||||eng d | ||
| 020 | |a 9781510601840 |9 978-1-5106-0184-0 | ||
| 035 | |a (OCoLC)1193290662 | ||
| 035 | |a (DE-599)BVBBV046838311 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1050 | ||
| 100 | 1 | |a Grant, Barbara G. |d 1957- |e Verfasser |0 (DE-588)1155863585 |4 aut | |
| 245 | 1 | 0 | |a Getting started with UAV imaging systems |b a radiometric guide |c Barbara Grant |
| 264 | 1 | |a Bellingham, Washington, USA |b SPIE Press |c [2016] | |
| 300 | |a 1 Online-Ressource | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a SPIE Press monograph |v PM270 | |
| 505 | 8 | |a Preface -- List of acronyms and abbreviations -- 1. Introduction: 1.1. UAV imaging: a disruptive innovation; 1.2. Components of a UAV system; 1.3. Size, weight, power, and platform; 1.4. Terminology and acronyms -- 2. Radiometry of targets: emission and reflection: 2.1. Introduction; 2.2. The electromagnetic spectrum; 2.3. Emission and reflection within spectral regions; References -- 3. Radiometric propagation basics: 3.1. Plane angle and instantaneous field of view; 3.2. Solid angle and projected solid angle; 3.3. Radiometric terms and their units; 3.4. Relationships important to propagation calculations; References -- 4. Imaging system basics: 4.1. Introduction; 4.2. The camera equation and image plane irradiance; 4.3. Terms and definitions relating to image acquisition geometry; 4.4. General description of optical systems for UAV imaging; 4.5. Spectral imaging; 4.6. Calculating the signal from the focal plane: a multispectral-channel example; 4.7. Noise equivalent power; 4.8. Noise equivalent radiance; 4.9. Noise equivalent irradiance; 4.10. Noise equivalent reflectance difference; 4.11. Modulation transfer function; References -- 5. Platforms, sensors, and applications: 5.1. Introduction; 5.2. Large military platforms; 5.3. Small UAV platforms; 5.4. Platform and application examples; 5.5. Thermal contrast; 5.6. Noise equivalent temperature difference; 5.7. Minimum resolvable temperature difference; References | |
| 505 | 8 | |a 6. The image data product and quality metrics: 6.1. Introduction; 6.2. Imagery authentication; 6.3. Metadata; 6.4. Video, motion imagery, and full motion video; 6.5. Video scan types; 6.6. Definition in lines per frame; 6.7. Image quality scales; 6.8. Probability of discrimination; 6.9. Atmospheric correction; References -- 7. Detectors for UAV imaging systems: 7.1. Introduction; 7.2. Photon detectors; 7.3. CCD and CMOS; 7.4. Thermal detectors; 7.5. Detector noise sources; References -- 8. Conclusion -- Appendix A. SI base units and derived quantities -- Appendix B. Concise notation, uncertainty reporting, and CODATA 2014 physical constants -- Appendix C. Drones and the law -- Appendix D. The need for standards in UAV imagery analysis -- References -- Index | |
| 520 | |a Getting Started with UAV Imaging Systems: A Practical Guide provides the tools technologists need to begin designing or analyzing the data product of a UAV imager. Covering the basics of target signatures, radiometric propagation, electro-optical systems, UAV platforms, and image quality, it is replete with examples that promote immediate application of the concepts. Reference materials at the end of each chapter, including many links to current systems and platforms, offer further guidance for readers. Engineers and scientists who specify instrument requirements; design, build, or test hardware; or analyze images for commercial, scientific, and military applications will find the book a useful addition to their working library | ||
| 650 | 4 | |a Imaging systems | |
| 650 | 4 | |a Drone aircraft | |
| 650 | 4 | |a Remote sensing / Equipment and supplies | |
| 650 | 7 | |a Drone aircraft |2 fast | |
| 650 | 7 | |a Imaging systems |2 fast | |
| 650 | 7 | |a Remote sensing / Equipment and supplies |2 fast | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, epub |z 978-1-5106-0185-7 |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, mobi |z 978-1-5106-0186-4 |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-5106-0183-3 |
| 856 | 4 | 0 | |u https://doi.org/10.1117/3.2239237 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-50-SPI | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032247342 | ||
| 966 | e | |u https://doi.org/10.1117/3.2239237 |l FHD01 |p ZDB-50-SPI |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804181665377943552 |
|---|---|
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| author | Grant, Barbara G. 1957- |
| author_GND | (DE-588)1155863585 |
| author_facet | Grant, Barbara G. 1957- |
| author_role | aut |
| author_sort | Grant, Barbara G. 1957- |
| author_variant | b g g bg bgg |
| building | Verbundindex |
| bvnumber | BV046838311 |
| collection | ZDB-50-SPI |
| contents | Preface -- List of acronyms and abbreviations -- 1. Introduction: 1.1. UAV imaging: a disruptive innovation; 1.2. Components of a UAV system; 1.3. Size, weight, power, and platform; 1.4. Terminology and acronyms -- 2. Radiometry of targets: emission and reflection: 2.1. Introduction; 2.2. The electromagnetic spectrum; 2.3. Emission and reflection within spectral regions; References -- 3. Radiometric propagation basics: 3.1. Plane angle and instantaneous field of view; 3.2. Solid angle and projected solid angle; 3.3. Radiometric terms and their units; 3.4. Relationships important to propagation calculations; References -- 4. Imaging system basics: 4.1. Introduction; 4.2. The camera equation and image plane irradiance; 4.3. Terms and definitions relating to image acquisition geometry; 4.4. General description of optical systems for UAV imaging; 4.5. Spectral imaging; 4.6. Calculating the signal from the focal plane: a multispectral-channel example; 4.7. Noise equivalent power; 4.8. Noise equivalent radiance; 4.9. Noise equivalent irradiance; 4.10. Noise equivalent reflectance difference; 4.11. Modulation transfer function; References -- 5. Platforms, sensors, and applications: 5.1. Introduction; 5.2. Large military platforms; 5.3. Small UAV platforms; 5.4. Platform and application examples; 5.5. Thermal contrast; 5.6. Noise equivalent temperature difference; 5.7. Minimum resolvable temperature difference; References 6. The image data product and quality metrics: 6.1. Introduction; 6.2. Imagery authentication; 6.3. Metadata; 6.4. Video, motion imagery, and full motion video; 6.5. Video scan types; 6.6. Definition in lines per frame; 6.7. Image quality scales; 6.8. Probability of discrimination; 6.9. Atmospheric correction; References -- 7. Detectors for UAV imaging systems: 7.1. Introduction; 7.2. Photon detectors; 7.3. CCD and CMOS; 7.4. Thermal detectors; 7.5. Detector noise sources; References -- 8. Conclusion -- Appendix A. SI base units and derived quantities -- Appendix B. Concise notation, uncertainty reporting, and CODATA 2014 physical constants -- Appendix C. Drones and the law -- Appendix D. The need for standards in UAV imagery analysis -- References -- Index |
| ctrlnum | (OCoLC)1193290662 (DE-599)BVBBV046838311 |
| doi_str_mv | 10.1117/3.2239237 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04516nmm a2200445 cb4500</leader><controlfield tag="001">BV046838311</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">200804s2016 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781510601840</subfield><subfield code="9">978-1-5106-0184-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1193290662</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV046838311</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1050</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Grant, Barbara G.</subfield><subfield code="d">1957-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1155863585</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Getting started with UAV imaging systems</subfield><subfield code="b">a radiometric guide</subfield><subfield code="c">Barbara Grant</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Bellingham, Washington, USA</subfield><subfield code="b">SPIE Press</subfield><subfield code="c">[2016]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">SPIE Press monograph</subfield><subfield code="v">PM270</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Preface -- List of acronyms and abbreviations -- 1. Introduction: 1.1. UAV imaging: a disruptive innovation; 1.2. Components of a UAV system; 1.3. Size, weight, power, and platform; 1.4. Terminology and acronyms -- 2. Radiometry of targets: emission and reflection: 2.1. Introduction; 2.2. The electromagnetic spectrum; 2.3. Emission and reflection within spectral regions; References -- 3. Radiometric propagation basics: 3.1. Plane angle and instantaneous field of view; 3.2. Solid angle and projected solid angle; 3.3. Radiometric terms and their units; 3.4. Relationships important to propagation calculations; References -- 4. Imaging system basics: 4.1. Introduction; 4.2. The camera equation and image plane irradiance; 4.3. Terms and definitions relating to image acquisition geometry; 4.4. General description of optical systems for UAV imaging; 4.5. Spectral imaging; 4.6. Calculating the signal from the focal plane: a multispectral-channel example; 4.7. Noise equivalent power; 4.8. Noise equivalent radiance; 4.9. Noise equivalent irradiance; 4.10. Noise equivalent reflectance difference; 4.11. Modulation transfer function; References -- 5. Platforms, sensors, and applications: 5.1. Introduction; 5.2. Large military platforms; 5.3. Small UAV platforms; 5.4. Platform and application examples; 5.5. Thermal contrast; 5.6. Noise equivalent temperature difference; 5.7. Minimum resolvable temperature difference; References</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">6. The image data product and quality metrics: 6.1. Introduction; 6.2. Imagery authentication; 6.3. Metadata; 6.4. Video, motion imagery, and full motion video; 6.5. Video scan types; 6.6. Definition in lines per frame; 6.7. Image quality scales; 6.8. Probability of discrimination; 6.9. Atmospheric correction; References -- 7. Detectors for UAV imaging systems: 7.1. Introduction; 7.2. Photon detectors; 7.3. CCD and CMOS; 7.4. Thermal detectors; 7.5. Detector noise sources; References -- 8. Conclusion -- Appendix A. SI base units and derived quantities -- Appendix B. Concise notation, uncertainty reporting, and CODATA 2014 physical constants -- Appendix C. Drones and the law -- Appendix D. The need for standards in UAV imagery analysis -- References -- Index</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Getting Started with UAV Imaging Systems: A Practical Guide provides the tools technologists need to begin designing or analyzing the data product of a UAV imager. Covering the basics of target signatures, radiometric propagation, electro-optical systems, UAV platforms, and image quality, it is replete with examples that promote immediate application of the concepts. Reference materials at the end of each chapter, including many links to current systems and platforms, offer further guidance for readers. Engineers and scientists who specify instrument requirements; design, build, or test hardware; or analyze images for commercial, scientific, and military applications will find the book a useful addition to their working library</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Imaging systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Drone aircraft</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Remote sensing / Equipment and supplies</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Drone aircraft</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Imaging systems</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Remote sensing / Equipment and supplies</subfield><subfield code="2">fast</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe, epub</subfield><subfield code="z">978-1-5106-0185-7</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe, mobi</subfield><subfield code="z">978-1-5106-0186-4</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-5106-0183-3</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1117/3.2239237</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-50-SPI</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032247342</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1117/3.2239237</subfield><subfield code="l">FHD01</subfield><subfield code="p">ZDB-50-SPI</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV046838311 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:07:19Z |
| indexdate | 2024-07-10T08:55:16Z |
| institution | BVB |
| isbn | 9781510601840 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032247342 |
| oclc_num | 1193290662 |
| open_access_boolean | |
| owner | DE-1050 |
| owner_facet | DE-1050 |
| physical | 1 Online-Ressource |
| psigel | ZDB-50-SPI |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | SPIE Press |
| record_format | marc |
| series2 | SPIE Press monograph |
| spelling | Grant, Barbara G. 1957- Verfasser (DE-588)1155863585 aut Getting started with UAV imaging systems a radiometric guide Barbara Grant Bellingham, Washington, USA SPIE Press [2016] 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier SPIE Press monograph PM270 Preface -- List of acronyms and abbreviations -- 1. Introduction: 1.1. UAV imaging: a disruptive innovation; 1.2. Components of a UAV system; 1.3. Size, weight, power, and platform; 1.4. Terminology and acronyms -- 2. Radiometry of targets: emission and reflection: 2.1. Introduction; 2.2. The electromagnetic spectrum; 2.3. Emission and reflection within spectral regions; References -- 3. Radiometric propagation basics: 3.1. Plane angle and instantaneous field of view; 3.2. Solid angle and projected solid angle; 3.3. Radiometric terms and their units; 3.4. Relationships important to propagation calculations; References -- 4. Imaging system basics: 4.1. Introduction; 4.2. The camera equation and image plane irradiance; 4.3. Terms and definitions relating to image acquisition geometry; 4.4. General description of optical systems for UAV imaging; 4.5. Spectral imaging; 4.6. Calculating the signal from the focal plane: a multispectral-channel example; 4.7. Noise equivalent power; 4.8. Noise equivalent radiance; 4.9. Noise equivalent irradiance; 4.10. Noise equivalent reflectance difference; 4.11. Modulation transfer function; References -- 5. Platforms, sensors, and applications: 5.1. Introduction; 5.2. Large military platforms; 5.3. Small UAV platforms; 5.4. Platform and application examples; 5.5. Thermal contrast; 5.6. Noise equivalent temperature difference; 5.7. Minimum resolvable temperature difference; References 6. The image data product and quality metrics: 6.1. Introduction; 6.2. Imagery authentication; 6.3. Metadata; 6.4. Video, motion imagery, and full motion video; 6.5. Video scan types; 6.6. Definition in lines per frame; 6.7. Image quality scales; 6.8. Probability of discrimination; 6.9. Atmospheric correction; References -- 7. Detectors for UAV imaging systems: 7.1. Introduction; 7.2. Photon detectors; 7.3. CCD and CMOS; 7.4. Thermal detectors; 7.5. Detector noise sources; References -- 8. Conclusion -- Appendix A. SI base units and derived quantities -- Appendix B. Concise notation, uncertainty reporting, and CODATA 2014 physical constants -- Appendix C. Drones and the law -- Appendix D. The need for standards in UAV imagery analysis -- References -- Index Getting Started with UAV Imaging Systems: A Practical Guide provides the tools technologists need to begin designing or analyzing the data product of a UAV imager. Covering the basics of target signatures, radiometric propagation, electro-optical systems, UAV platforms, and image quality, it is replete with examples that promote immediate application of the concepts. Reference materials at the end of each chapter, including many links to current systems and platforms, offer further guidance for readers. Engineers and scientists who specify instrument requirements; design, build, or test hardware; or analyze images for commercial, scientific, and military applications will find the book a useful addition to their working library Imaging systems Drone aircraft Remote sensing / Equipment and supplies Drone aircraft fast Imaging systems fast Remote sensing / Equipment and supplies fast Erscheint auch als Online-Ausgabe, epub 978-1-5106-0185-7 Erscheint auch als Online-Ausgabe, mobi 978-1-5106-0186-4 Erscheint auch als Druck-Ausgabe 978-1-5106-0183-3 https://doi.org/10.1117/3.2239237 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Grant, Barbara G. 1957- Getting started with UAV imaging systems a radiometric guide Preface -- List of acronyms and abbreviations -- 1. Introduction: 1.1. UAV imaging: a disruptive innovation; 1.2. Components of a UAV system; 1.3. Size, weight, power, and platform; 1.4. Terminology and acronyms -- 2. Radiometry of targets: emission and reflection: 2.1. Introduction; 2.2. The electromagnetic spectrum; 2.3. Emission and reflection within spectral regions; References -- 3. Radiometric propagation basics: 3.1. Plane angle and instantaneous field of view; 3.2. Solid angle and projected solid angle; 3.3. Radiometric terms and their units; 3.4. Relationships important to propagation calculations; References -- 4. Imaging system basics: 4.1. Introduction; 4.2. The camera equation and image plane irradiance; 4.3. Terms and definitions relating to image acquisition geometry; 4.4. General description of optical systems for UAV imaging; 4.5. Spectral imaging; 4.6. Calculating the signal from the focal plane: a multispectral-channel example; 4.7. Noise equivalent power; 4.8. Noise equivalent radiance; 4.9. Noise equivalent irradiance; 4.10. Noise equivalent reflectance difference; 4.11. Modulation transfer function; References -- 5. Platforms, sensors, and applications: 5.1. Introduction; 5.2. Large military platforms; 5.3. Small UAV platforms; 5.4. Platform and application examples; 5.5. Thermal contrast; 5.6. Noise equivalent temperature difference; 5.7. Minimum resolvable temperature difference; References 6. The image data product and quality metrics: 6.1. Introduction; 6.2. Imagery authentication; 6.3. Metadata; 6.4. Video, motion imagery, and full motion video; 6.5. Video scan types; 6.6. Definition in lines per frame; 6.7. Image quality scales; 6.8. Probability of discrimination; 6.9. Atmospheric correction; References -- 7. Detectors for UAV imaging systems: 7.1. Introduction; 7.2. Photon detectors; 7.3. CCD and CMOS; 7.4. Thermal detectors; 7.5. Detector noise sources; References -- 8. Conclusion -- Appendix A. SI base units and derived quantities -- Appendix B. Concise notation, uncertainty reporting, and CODATA 2014 physical constants -- Appendix C. Drones and the law -- Appendix D. The need for standards in UAV imagery analysis -- References -- Index Imaging systems Drone aircraft Remote sensing / Equipment and supplies Drone aircraft fast Imaging systems fast Remote sensing / Equipment and supplies fast |
| title | Getting started with UAV imaging systems a radiometric guide |
| title_auth | Getting started with UAV imaging systems a radiometric guide |
| title_exact_search | Getting started with UAV imaging systems a radiometric guide |
| title_exact_search_txtP | Getting started with UAV imaging systems a radiometric guide |
| title_full | Getting started with UAV imaging systems a radiometric guide Barbara Grant |
| title_fullStr | Getting started with UAV imaging systems a radiometric guide Barbara Grant |
| title_full_unstemmed | Getting started with UAV imaging systems a radiometric guide Barbara Grant |
| title_short | Getting started with UAV imaging systems |
| title_sort | getting started with uav imaging systems a radiometric guide |
| title_sub | a radiometric guide |
| topic | Imaging systems Drone aircraft Remote sensing / Equipment and supplies Drone aircraft fast Imaging systems fast Remote sensing / Equipment and supplies fast |
| topic_facet | Imaging systems Drone aircraft Remote sensing / Equipment and supplies |
| url | https://doi.org/10.1117/3.2239237 |
| work_keys_str_mv | AT grantbarbarag gettingstartedwithuavimagingsystemsaradiometricguide |