Structure-from-motion with varying principal point

William Alfred Peter Smith; Paulina Barbara Wiktoria Lewinska; Michael Anthony Cooper; Edwin R Hancock; Julian Dowdeswell; David Rippin

doi:10.1109/LGRS.2022.3179645

Structure-from-motion with varying principal point

William Alfred Peter Smith, Paulina Barbara Wiktoria Lewinska, Michael Anthony Cooper, Edwin R Hancock, Julian Dowdeswell, David Rippin

Research output: Contribution to journal › Article › peer-review

Abstract

We consider the problem of structure-from-motion (SfM) for images with fixed calibration but varying principal point. This scenario occurs for archival imagery taken using historic glass plate and film cameras without fiducial markers, when images have been inconsistently cropped or when image plates are broken into multiple fragments.We derive initialisation and pose estimation methods and regularisation penalties tuned specifically for this scenario leading to a complete archival imagery SfM pipeline. This problem is of special importance if imiage data set is limited. We illustrate the performance of our methods on challenging real world examples from image archives. Specifically, we use archival images of the East coast of Greenland from the British Arctic Air Route Expedition (BAARE). This is of particular glaciological interest for measuring historic ice loss. We use a modern digital elevation model (ArcticDEM), masked to stable regions, as ground truth to evaluate our method.

Original language	English
Article number	2001105
Number of pages	5
Journal	IEEE Geoscience and Remote Sensing Letters
Volume	19
DOIs	https://doi.org/10.1109/LGRS.2022.3179645
Publication status	Published - 17 Jun 2022

Bibliographical note

This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details

Access to Document

10.1109/LGRS.2022.3179645

Archival_SfM - FINAL
This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details
Accepted author manuscript, 5.42 MB

Cite this

@article{51d200a553114fce986423b9b7aafe3d,

title = "Structure-from-motion with varying principal point",

abstract = "We consider the problem of structure-from-motion (SfM) for images with fixed calibration but varying principal point. This scenario occurs for archival imagery taken using historic glass plate and film cameras without fiducial markers, when images have been inconsistently cropped or when image plates are broken into multiple fragments.We derive initialisation and pose estimation methods and regularisation penalties tuned specifically for this scenario leading to a complete archival imagery SfM pipeline. This problem is of special importance if imiage data set is limited. We illustrate the performance of our methods on challenging real world examples from image archives. Specifically, we use archival images of the East coast of Greenland from the British Arctic Air Route Expedition (BAARE). This is of particular glaciological interest for measuring historic ice loss. We use a modern digital elevation model (ArcticDEM), masked to stable regions, as ground truth to evaluate our method.",

author = "Smith, {William Alfred Peter} and Lewinska, {Paulina Barbara Wiktoria} and Cooper, {Michael Anthony} and Hancock, {Edwin R} and Julian Dowdeswell and David Rippin",

note = "This is an author-produced version of the published paper. Uploaded in accordance with the publisher{\textquoteright}s self-archiving policy. Further copying may not be permitted; contact the publisher for details ",

year = "2022",

month = jun,

day = "17",

doi = "10.1109/LGRS.2022.3179645",

language = "English",

volume = "19",

journal = "IEEE Geoscience and Remote Sensing Letters",

issn = "1545-598X",

publisher = "IEEE",

}

TY - JOUR

T1 - Structure-from-motion with varying principal point

AU - Smith, William Alfred Peter

AU - Lewinska, Paulina Barbara Wiktoria

AU - Cooper, Michael Anthony

AU - Hancock, Edwin R

AU - Dowdeswell, Julian

AU - Rippin, David

N1 - This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details

PY - 2022/6/17

Y1 - 2022/6/17

N2 - We consider the problem of structure-from-motion (SfM) for images with fixed calibration but varying principal point. This scenario occurs for archival imagery taken using historic glass plate and film cameras without fiducial markers, when images have been inconsistently cropped or when image plates are broken into multiple fragments.We derive initialisation and pose estimation methods and regularisation penalties tuned specifically for this scenario leading to a complete archival imagery SfM pipeline. This problem is of special importance if imiage data set is limited. We illustrate the performance of our methods on challenging real world examples from image archives. Specifically, we use archival images of the East coast of Greenland from the British Arctic Air Route Expedition (BAARE). This is of particular glaciological interest for measuring historic ice loss. We use a modern digital elevation model (ArcticDEM), masked to stable regions, as ground truth to evaluate our method.

AB - We consider the problem of structure-from-motion (SfM) for images with fixed calibration but varying principal point. This scenario occurs for archival imagery taken using historic glass plate and film cameras without fiducial markers, when images have been inconsistently cropped or when image plates are broken into multiple fragments.We derive initialisation and pose estimation methods and regularisation penalties tuned specifically for this scenario leading to a complete archival imagery SfM pipeline. This problem is of special importance if imiage data set is limited. We illustrate the performance of our methods on challenging real world examples from image archives. Specifically, we use archival images of the East coast of Greenland from the British Arctic Air Route Expedition (BAARE). This is of particular glaciological interest for measuring historic ice loss. We use a modern digital elevation model (ArcticDEM), masked to stable regions, as ground truth to evaluate our method.

U2 - 10.1109/LGRS.2022.3179645

DO - 10.1109/LGRS.2022.3179645

M3 - Article

SN - 1545-598X

VL - 19

JO - IEEE Geoscience and Remote Sensing Letters

JF - IEEE Geoscience and Remote Sensing Letters

M1 - 2001105

ER -