A review of non-rigid transformations and learning-based 3D point cloud registration methods

Point cloud registration is a research field where the spatial relationship between two or more sets of points in space is determined. Point clouds are found in multiple applications, such as laser scanning, 3D reconstruction, and time-of-flight imaging, to mention a few. This paper provides a thoro...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Monji Azad, Sara (VerfasserIn) , Hesser, Jürgen (VerfasserIn) , Löw, Nikolas (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: February 2023
In: ISPRS journal of photogrammetry and remote sensing
Year: 2023, Jahrgang: 196, Pages: 58-72
ISSN:0924-2716
DOI:10.1016/j.isprsjprs.2022.12.023
Online-Zugang:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1016/j.isprsjprs.2022.12.023
Verlag, lizenzpflichtig, Volltext: https://www.sciencedirect.com/science/article/pii/S0924271622003380
Volltext
Verfasserangaben:Sara Monji-Azad, Jürgen Hesser, Nikolas Löw

MARC

LEADER 00000caa a2200000 c 4500
001 1839381817
003 DE-627
005 20230706220043.0
007 cr uuu---uuuuu
008 230316s2023 xx |||||o 00| ||eng c
024 7 |a 10.1016/j.isprsjprs.2022.12.023  |2 doi 
035 |a (DE-627)1839381817 
035 |a (DE-599)KXP1839381817 
035 |a (OCoLC)1389531044 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 28  |2 sdnb 
100 1 |a Monji Azad, Sara  |d 1986-  |e VerfasserIn  |0 (DE-588)1283596660  |0 (DE-627)1839374969  |4 aut 
245 1 2 |a A review of non-rigid transformations and learning-based 3D point cloud registration methods  |c Sara Monji-Azad, Jürgen Hesser, Nikolas Löw 
264 1 |c February 2023 
300 |a 15 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Gesehen am 16.03.2023 
520 |a Point cloud registration is a research field where the spatial relationship between two or more sets of points in space is determined. Point clouds are found in multiple applications, such as laser scanning, 3D reconstruction, and time-of-flight imaging, to mention a few. This paper provides a thorough overview of recent advances in learning-based 3D point cloud registration methods with an emphasis on non-rigid transformations. In this respect, the available studies should take various challenges like noise, outliers, different deformation levels, and data incompleteness into account. Therefore, a comparison study on the quantitative assessment metrics and robustness of different approaches is discussed. Furthermore, a comparative study on available datasets is reviewed. This information will help to understand the new range of possibilities and to inspire future research directions. 
650 4 |a Non-rigid transformation 
650 4 |a Point cloud registration 
650 4 |a Quantitative assessments metrics 
650 4 |a Registration datasets 
650 4 |a Robustness 
700 1 |a Hesser, Jürgen  |d 1964-  |e VerfasserIn  |0 (DE-588)1020647353  |0 (DE-627)691291071  |0 (DE-576)361513739  |4 aut 
700 1 |a Löw, Nikolas  |d 1980-  |e VerfasserIn  |0 (DE-588)1204653364  |0 (DE-627)1690047046  |4 aut 
773 0 8 |i Enthalten in  |a International Society for Photogrammetry and Remote Sensing  |t ISPRS journal of photogrammetry and remote sensing  |d Amsterdam [u.a.] : Elsevier, 1989  |g 196(2023), Seite 58-72  |h Online-Ressource  |w (DE-627)320504557  |w (DE-600)2012663-3  |w (DE-576)096806567  |x 0924-2716  |7 nnas 
773 1 8 |g volume:196  |g year:2023  |g pages:58-72  |g extent:15  |a A review of non-rigid transformations and learning-based 3D point cloud registration methods 
856 4 0 |u https://doi.org/10.1016/j.isprsjprs.2022.12.023  |x Verlag  |x Resolving-System  |z lizenzpflichtig  |3 Volltext 
856 4 0 |u https://www.sciencedirect.com/science/article/pii/S0924271622003380  |x Verlag  |z lizenzpflichtig  |3 Volltext 
951 |a AR 
992 |a 20230316 
993 |a Article 
994 |a 2023 
998 |g 1204653364  |a Löw, Nikolas  |m 1204653364:Löw, Nikolas  |p 3  |y j 
998 |g 1020647353  |a Hesser, Jürgen  |m 1020647353:Hesser, Jürgen  |d 60000  |d 65200  |e 60000PH1020647353  |e 65200PH1020647353  |k 0/60000/  |k 1/60000/65200/  |p 2 
998 |g 1283596660  |a Monji Azad, Sara  |m 1283596660:Monji Azad, Sara  |d 60000  |d 65200  |e 60000PM1283596660  |e 65200PM1283596660  |k 0/60000/  |k 1/60000/65200/  |p 1  |x j 
999 |a KXP-PPN1839381817  |e 4291574509 
BIB |a Y 
SER |a journal 
JSO |a {"relHost":[{"language":["eng"],"origin":[{"publisher":"Elsevier","dateIssuedKey":"1989","dateIssuedDisp":"1989-","publisherPlace":"Amsterdam [u.a.]"}],"note":["Gesehen am 03.05.07"],"title":[{"subtitle":"official publication of the International Society for Photogrammetry and Remote Sensing (ISPRS)","title_sort":"ISPRS journal of photogrammetry and remote sensing","title":"ISPRS journal of photogrammetry and remote sensing"}],"titleAlt":[{"title":"Journal of photogrammetry and remote sensing"}],"type":{"bibl":"periodical","media":"Online-Ressource"},"part":{"text":"196(2023), Seite 58-72","pages":"58-72","year":"2023","volume":"196","extent":"15"},"corporate":[{"display":"International Society for Photogrammetry and Remote Sensing","role":"aut"}],"disp":"International Society for Photogrammetry and Remote SensingISPRS journal of photogrammetry and remote sensing","id":{"eki":["320504557"],"issn":["0924-2716"],"zdb":["2012663-3"]},"pubHistory":["44.1989/90 - 66.2011; Vol. 67.2012 -"],"recId":"320504557","physDesc":[{"extent":"Online-Ressource"}]}],"id":{"doi":["10.1016/j.isprsjprs.2022.12.023"],"eki":["1839381817"]},"recId":"1839381817","name":{"displayForm":["Sara Monji-Azad, Jürgen Hesser, Nikolas Löw"]},"physDesc":[{"extent":"15 S."}],"language":["eng"],"note":["Gesehen am 16.03.2023"],"origin":[{"dateIssuedKey":"2023","dateIssuedDisp":"February 2023"}],"type":{"bibl":"article-journal","media":"Online-Ressource"},"title":[{"title":"A review of non-rigid transformations and learning-based 3D point cloud registration methods","title_sort":"review of non-rigid transformations and learning-based 3D point cloud registration methods"}],"person":[{"role":"aut","given":"Sara","display":"Monji Azad, Sara","family":"Monji Azad"},{"given":"Jürgen","role":"aut","display":"Hesser, Jürgen","family":"Hesser"},{"role":"aut","given":"Nikolas","family":"Löw","display":"Löw, Nikolas"}]} 
SRT |a MONJIAZADSREVIEWOFNO2023