11.2.2.1 Calibration -- Lidar, Laser Scanner, Depth Sensor, Scanner Error Analysis

Chen, Y.D., Ni, J.,
Dynamic Calibration and Compensation of a 3-D Laser Radar Scanning System,
RA(9), 1993, pp. 318-323. BibRef 9300

Tamura, S.[Shinichi], Kim, E.K.[Eung-Kyeu], Close, R.[Robert], Sato, Y.[Yoshinobu],
Error correction in laser scanner three-dimensional measurement by two-axis model and coarse-fine parameter search,
PR(27), No. 3, March 1994, pp. 331-338.
Elsevier DOI 0401
BibRef

Schneiter, J.L.[John L.],
Laser ranging system calibration device,
US_Patent5,606,409, Feb 25, 1997
WWW Link. BibRef 9702

Huising, E.J., Pereira, L.M.G.[L.M. Gomes],
Errors and accuracy estimates of laser data acquired by various laser scanning systems for topographic applications,
PandRS(53), No. 5, October 1998, pp. 245-261.
Elsevier DOI Award, ISPRS, Best Paper. BibRef 9810

Tiddeman, B., Duffy, N., Rabey, G., Lokier, J.,
Laser-Video Scanner Calibration without the Use of Frame Store,
VISP(145), No. 4, August 1998, pp. 244-248. 9810
BibRef

Wallace, A.M., Zhang, G., Gallaher, Y.,
Scan Calibration or Compensation in a Depth Imaging System,
PRL(19), No. 7, May 1998, pp. 605-612. 9808
BibRef
Earlier: A2, A3, A1:
Correction of Scanning and Projection Errors in an Active Depth Sensor,
BMVC96(Poster Session 1). 9608
Heriot-Watt University BibRef

Reagan, J.A., Wang, X., Osborn, M.T.,
Spaceborne lidar calibration from cirrus and molecular backscatter returns,
GeoRS(40), No. 10, October 2002, pp. 2285-2290.
IEEE Top Reference. 0301
BibRef

Krumm, J.C.[John C.],
Relative range camera calibration,
US_Patent6,789,039, Sep 7, 2004
WWW Link. BibRef 0409
And: US_Patent7,003,427, Feb 21, 2006
WWW Link. BibRef

Latypov, D.[Damir],
Effects of laser beam alignment tolerance on lidar accuracy,
PandRS(59), No. 6, November 2005, pp. 361-368.
Elsevier DOI 0602
tolerance of beam alignment with mirror. BibRef

Latypov, D.[Damir],
Estimating relative lidar accuracy information from overlapping flight lines,
PandRS(56), No. 4, July 2002, pp. 236-245.
Elsevier DOI 0207
BibRef

Filin, S.[Sagi],
Recovery of Systematic Biases in Laser Altimetry Data Using Natural Surfaces,
PhEngRS(69), No. 11, November 2003, pp. 1235-1242.
WWW Link. 0401

See also Orthogonal Polynomials Supported by Regional Growing Segmentation for the Extraction of Terrain from Lidar Data. BibRef
Earlier:
Surface Clustering from Airborne Laser Scanning Data,
PCV02(A: 119). 0305
An error recovery model that is based on modeling the system errors and on defining adequate control information. BibRef

Filin, S.[Sagi],
Calibration of Spaceborne Laser Altimeters: An Algorithm and the Site Selection Problem,
GeoRS(44), No. 6, June 2006, pp. 1484-1492.
IEEE DOI 0606
BibRef

Hodgson, M.E.[Michael E.], Bresnahan, P.[Patrick],
Accuracy of Airborne Lidar-Derived Elevation: Empirical Assessment and Error Budget,
PhEngRS(70), No. 3, March 2004, pp. 331-340.
WWW Link. 0403
In order of decreasing importance, the lidar system measurements were the dominant source of error, followed by interpolation error, horizontal displacement error, and surveyor error. BibRef

Pierdicca, N., Greco, B., Bignami, C., Ferrazzoli, P., Mattioli, V., Pulvirenti, L.,
The Calibration of the Envisat Radar Altimeter Receiver by a Passive Technique,
GeoRS(44), No. 11, November 2006, pp. 3297-3307.
IEEE DOI 0611
BibRef

Gunderson, K., Thomas, N., Rohner, M.,
A Laser Altimeter Performance Model and Its Application to BELA,
GeoRS(44), No. 11, November 2006, pp. 3308-3319.
IEEE DOI 0611
BibRef

Brenner, A.C., DiMarzio, J.P., Zwally, H.J.,
Precision and Accuracy of Satellite Radar and Laser Altimeter Data Over the Continental Ice Sheets,
GeoRS(45), No. 2, February 2007, pp. 321-331.
IEEE DOI 0703
BibRef

Raber, G.T.[George T.], Jensen, J.R.[John R.], Hodgson, M.E.[Michael E.], Tullis, J.A.[Jason A.], Davis, B.A.[Bruce A.], Berglund, J.[Judith],
Impact of Lidar Nominal Post-spacing on DEM Accuracy and Flood Zone Delineation,
PhEngRS(73), No. 7, July 2007, pp. 793-804.
WWW Link. 0709
The empirical relationship between lidar post-spacing and flood zone delineation was examined within a floodplain of the North Carolina piedmont. BibRef

Csanyi, N.[Nora], Toth, C.K.[Charles K.],
Improvement of Lidar Data Accuracy Using Lidar-Specific Ground Targets,
PhEngRS(73), No. 4, April 2007, pp. 385-396.
WWW Link. 0704
A study on lidar-specific ground control target design and performance evaluation of using the targets to improve lidar data accuracy to approach engineering scale mapping in transportation systems. BibRef

Toth, C.K., Paska, E., Grejner-Brzezinska, D.A.,
Using Road Pavement Markings as Ground Control for LIDAR Data,
ISPRS08(B1: 189 ff).
PDF File. 0807
BibRef
Earlier:
Using Pavement Markings to Support the QA/QC of LIDAR Data,
PIA07(173).
PDF File. 0711
BibRef

Toth, C.K., Grejner-Brzezinska, D.A.,
Surface Complexity Component of LIDAR Point Cloud Error Characterization,
AnnalsPRS(I-4), No. 2012, pp. 137-140.
HTML Version. 1209
BibRef
And: ISPRS12(XXXIX-B1:67-70).
DOI Link 1209
BibRef

Barber, D.M.[David M.], Mills, J.P.[Jon P.], Smith-Voysey, S.[Sarah],
Geometric validation of a ground-based mobile laser scanning system,
PandRS(63), No. 1, January 2008, pp. 128-141.
Elsevier DOI 0711
Accuracy analysis; Terrestrial laser scanning; Mobile mapping; Validation BibRef

Robini, M.C., Lachal, A., Magnin, I.E.,
A Stochastic Continuation Approach to Piecewise Constant Reconstruction,
IP(16), No. 10, October 2007, pp. 2576-2589.
IEEE DOI 0711
BibRef

Li, X.[Xi], Ning, Z.N.[Zheng-Nan], Xiang, L.W.[Liu-Wei],
Robust 3D Reconstruction with Outliers Using RANSAC Based Singular Value Decomposition,
IEICE(E88-D), No. 8, August 2005, pp. 2001-2004.
DOI Link 0508

See also Robust Multi-Body Motion Segmentation Based on Fuzzy k-Subspace Clustering. BibRef

Gheissari, N.[Niloofar], Bab-Hadiashar, A.[Alireza],
A comparative study of model selection criteria for computer vision applications,
IVC(26), No. 12, 1 December 2008, pp. 1636-1649.
Elsevier DOI 0810
BibRef
Earlier:
Detecting cylinders in 3D range data using model selection criteria,
3DIM05(158-163).
IEEE DOI 0508
BibRef
Earlier:
Effect of noise on model selection criteria in visual applications,
ICPR04(II: 229-232).
IEEE DOI 0409
BibRef
And:
The model selection criteria as merging criteria,
ICPR04(II: 253-256).
IEEE DOI 0409
BibRef
Earlier: A2, A1:
Model Selection for Range Segmentation of Curved Objects,
ECCV04(Vol I: 83-94).
Springer DOI 0405

See also Motion analysis: Model selection and motion segmentation. Model selection; Model-based computer vision; Motion segmentation; Range segmentation BibRef

Habib, A.F.[Ayman F.], Bang, K.I.[Ki In], Kersting, A.P.[Ana Paula], Lee, D.C.[Dong-Cheon],
Error Budget of Lidar Systems and Quality Control of the Derived Data,
PhEngRS(75), No. 9, September 2009, pp. 1093-1108.
WWW Link. 0910
A new methodology for the quality control of lidar data while circumventing the problems associated with existing methods. BibRef

Habib, A.F.[Ayman F.], Kersting, A.P.[Ana Paula], Bang, K.I.[Ki In], Lee, D.C.[Dong-Cheon],
Alternative Methodologies for the Internal Quality Control of Parallel LiDAR Strips,
GeoRS(48), No. 1, January 2010, pp. 221-236.
IEEE DOI 1001
BibRef

Habib, A.F.[Ayman F.], Chang, Y.C.[Yu-Chuan], Lee, D.C.[Dong Cheon],
Occlusion-based Methodology for the Classification of Lidar Data,
PhEngRS(75), No. 6, June 2009, pp. 703-712.
WWW Link. 0910
A new methodology for the classifi cation of a lidar point cloud into terrain and off-terrain points. BibRef

Habib, A.F.[Ayman F.], Bang, K.I.[Ki In], Kersting, A.P.[Ana Paula], Chow, J.,
Alternative Methodologies for LiDAR System Calibration,
RS(2), No. 3, March 2010, pp. 874-907.
DOI Link 1203
BibRef

Habib, A.F., Al-Durgham, M., Kersting, A.P., Quackenbush, P.,
Error Budget of LIDAR Systems and Quality Control of the Derived Point Cloud,
ISPRS08(B1: 203 ff).
PDF File. 0807
BibRef

Parian, J.A.[Jafar Amiri], Gruen, A.[Armin],
Sensor modeling, self-calibration and accuracy testing of panoramic cameras and laser scanners,
PandRS(65), No. 1, January 2010, pp. 60-76.
Elsevier DOI 1001
BibRef
Earlier:
Integrated laser scanner and intensity image calibration and accuracy assessment,
Laser05(xx-yy).
PDF File. 0509
Terrestrial photogrammetry; Sensor modeling; Calibration; Accuracy test BibRef

Aguilar, F.J.[Fernando J.], Mills, J.P.[Jon P.], Delgado, J.[Jorge], Aguilar, M.A.[Manuel A.], Negreiros, J.G., Perez, J.L.[Jose L.],
Modelling vertical error in LiDAR-derived digital elevation models,
PandRS(65), No. 1, January 2010, pp. 103-110.
Elsevier DOI 1001
LiDAR; Vertical accuracy assessment; Spatial modelling; Topographic mapping BibRef

Triglav-Cekada, M.[Mihaela], Crosilla, F.[Fabio], Kosmatin-Fras, M.[Mojca],
A Simplified Analytical Model for a-priori Lidar Pointpositioning Error Estimation and a Review of Lidar Error Sources,
PhEngRS(75), No. 12, December 2009, pp. 1425-1440.
WWW Link. 1001
A simplified analytical model for a-priori lidar pointpositioning error estimation enables a quick calculation of a-priori plausible values of the average and maximum expected error sizes in different geometrical configurations. BibRef

Yang, Y., Marshak, A., Varnai, T., Wiscombe, W., Yang, P.,
Uncertainties in Ice-Sheet Altimetry From a Spaceborne 1064-nm Single-Channel Lidar Due to Undetected Thin Clouds,
GeoRS(48), No. 1, January 2010, pp. 250-259.
IEEE DOI 1001
BibRef

Hodge, R.A.[Rebecca A.],
Using simulated Terrestrial Laser Scanning to analyse errors in high-resolution scan data of irregular surfaces,
PandRS(65), No. 2, March 2010, pp. 227-240.
Elsevier DOI 1003
Laser scanning; Error; Model; Geomorphology BibRef

Marchant, C.C., Moon, T.K., Gunther, J.H.,
An Iterative Least Square Approach to Elastic-Lidar Retrievals for Well-Characterized Aerosols,
GeoRS(48), No. 5, May 2010, pp. 2430-2444.
IEEE DOI 1006
BibRef

Dery, B., Buteau, S., Simard, J.R., Bouchard, J.P., Vallee, R.,
Spectroscopic Calibration Correlation of Field and Lab-Sized Fluorescence LIDAR Systems,
GeoRS(48), No. 9, September 2010, pp. 3580-3586.
IEEE DOI 1008
BibRef

Alexander, C.[Cici], Tansey, K.[Kevin], Kaduk, J.[Jorg], Holland, D.[David], Tate, N.J.[Nicholas J.],
Backscatter coefficient as an attribute for the classification of full-waveform airborne laser scanning data in urban areas,
PandRS(65), No. 5, September 2010, pp. 423-432.
Elsevier DOI 1003
LIDAR; Laser scanning; Calibration; Point cloud; Classification; Comparison BibRef

Reshetyuk, Y.[Yuriy],
A unified approach to self-calibration of terrestrial laser scanners,
PandRS(65), No. 5, September 2010, pp. 445-456.
Elsevier DOI 1003
Terrestrial laser scanning; Calibration; Correlation BibRef

Lindner, M.[Marvin], Schiller, I.[Ingo], Kolb, A.[Andreas], Koch, R.[Reinhard],
Time-of-Flight sensor calibration for accurate range sensing,
CVIU(114), No. 12, December 2010, pp. 1318-1328.
Elsevier DOI 1011
Calibration; Time-of-Flight; Photonic Mixer Device BibRef

Lindner, M.[Marvin], Kolb, A.[Andreas], Ringbeck, T.[Thorsten],
New insights into the calibration of ToF-sensors,
TOF-CV08(1-5).
IEEE DOI 0806
BibRef

Peeri, S., Gardner, J.V., Ward, L.G., Morrison, J.R.,
The Seafloor: A Key Factor in Lidar Bottom Detection,
GeoRS(49), No. 3, March 2011, pp. 1150-1157.
IEEE DOI 1103
BibRef

Soudarissanane, S.[Sylvie], Lindenbergh, R.[Roderik], Menenti, M.[Massimo], Teunissen, P.[Peter],
Scanning geometry: Influencing factor on the quality of terrestrial laser scanning points,
PandRS(66), No. 4, July 2011, pp. 389-399.
Elsevier DOI 1107
BibRef
Earlier:
Incidence angle influence on the quality of Terrestrial Laser Scanning points,
Laser09(183). 0909
Incidence angle; Range; Scanning geometry; Individual point quality; Measurement setup BibRef

Soudarissanane, S.[Sylvie], Lindenbergh, R.[Roderik],
Optimizing Terrestrial Laser Scanning Measurement Set-Up,
Laser11(xx-yy).
DOI Link 1109
BibRef

Hejbudzka, K., Lindenbergh, R., Soudarissanane, S., Humme, A.,
Influence Of Atmospheric Conditions On The Range Distance And Number Of Returned Points In Leica Scanstation 2 Point Clouds.,
CloseRange10(xx-yy).
PDF File. 1006
BibRef

Soudarissanane, S.[Sylvie], Lindenbergh, R.[Roderik], Gorte, B.[Ben],
Reducing the Error in Terrestrial Laser Scanning by Optimizing the Measurement Set-Up,
ISPRS08(B5: 615 ff).
PDF File. 0807
BibRef

Falie, D.,
Three-dimensional image corrections for time-of-flight cameras,
IET-IPR(5), No. 5, 2011, pp. 523-529.
DOI Link 1108
BibRef

Leslar, M.[Michael], Wang, J.G.[Jian-Guo], Hu, B.X.[Bao-Xin],
Comprehensive Utilization of Temporal and Spatial Domain Outlier Detection Methods for Mobile Terrestrial LiDAR Data,
RS(3), No. 8, August 2011, pp. 1724-1742.
DOI Link 1203
BibRef
Earlier:
Methods for the identification and removal of outliers from mobile terrestrial LiDAR data,
CGC10(78).
PDF File. 1006
BibRef

Pesci, A., Teza, G., Bonali, E.,
Terrestrial Laser Scanner Resolution: Numerical Simulations and Experiments on Spatial Sampling Optimization,
RS(3), No. 1, January 2011, pp. 167-184.
DOI Link 1203
BibRef

Perenzoni, M., Stoppa, D.,
Figures of Merit for Indirect Time-of-Flight 3D Cameras: Definition and Experimental Evaluation,
RS(3), No. 11, November 2011, pp. 2461-2472.
DOI Link 1203
BibRef

Wu, D.[Di], Velten, A.[Andreas], O'Toole, M.[Matthew], Masia, B.[Belen], Agrawal, A.[Amit], Dai, Q.H.[Qiong-Hai], Raskar, R.[Ramesh],
Decomposing Global Light Transport Using Time of Flight Imaging,
IJCV(107), No. 2, April 2014, pp. 123-138.
Springer DOI 1404
BibRef
Earlier: A1, A3, A2, A5, A7, Only: CVPR12(366-373).
IEEE DOI 1208
BibRef

Vasconcelos, F.[Francisco], Barreto, J.P.[João P.], Nunes, U.[Urbano],
A Minimal Solution for the Extrinsic Calibration of a Camera and a Laser-Rangefinder,
PAMI(34), No. 11, November 2012, pp. 2097-2107.
IEEE DOI 1209
freely move a checkerborad pattern to obtain planar poses and laser depths. Then rigid displacement between the two. BibRef

Raposo, C., Barreto, J.P.[João P.], Nunes, U.[Urbano],
Fast and Accurate Calibration of a Kinect Sensor,
3DV13(342-349)
IEEE DOI 1311
calibration BibRef

Skaloud, J.[Jan], Schaer, P.[Philipp],
Automated Assessment of Digital Terrain Models Derived From Airborne Laser Scanning,
PFG(2012), No. 2, 2012, pp. 105-114.
WWW Link. 1211
BibRef

Schaer, P.[Philipp], Skaloud, J.[Jan], Tomè, P.,
Towards In-Flight Quality Assessment of Airborne Laser Scanning,
ISPRS08(B5: 851 ff).
PDF File. 0807
BibRef

Schaer, P.[Philipp], Vallet, J.,
Trajectory Adjustment of Mobile Laser Scan Data in GPS Denied Environments,
EuroCOW16(xx-yy).
DOI Link 1605
BibRef

Shim, H.J.[Hyun-Jung], Adelsberger, R.[Rolf], Kim, J.D.K.[James Do-Kyoon], Rhee, S.M.[Seon-Min], Rhee, T.[Taehyun], Sim, J.Y.[Jae-Young], Gross, M.[Markus], Kim, C.Y.[Chang-Yeong],
Time-of-flight sensor and color camera calibration for multi-view acquisition,
VC(27), No. 12, December 2011, pp. 1139-1151.
WWW Link. 1211
BibRef

Molnár, G.P.[Gábor Pfeifer], Ressl, C.[Camillo], Dorninger, P.[Peter], Nothegger, C.[Clemens],
On-the-job Range Calibration of Terrestrial Laser Scanners with Piecewise Linear Functions,
PFG(2009), No. 1, 2009, pp. 9-21.
WWW Link. 1211
BibRef

MacKinnon, D.[David], Carrierr, B.[Benjamin], Beraldin, J.A.[Jean-Angelo], Cournoyer, L.[Luc],
GD&T-Based Characterization of Short-Range Non-contact 3D Imaging Systems,
IJCV(102), No. 1-3, March 2013, pp. 56-72.
Springer DOI 1303
Test metrics to characterize and verify short range 3d imaging BibRef

García-San-Miguel, D., Lerma, J.L.,
Geometric calibration of a terrestrial laser scanner with local additional parameters: An automatic strategy,
PandRS(79), No. 1, May 2013, pp. 122-136.
Elsevier DOI 1305
Calibration; Automation; Adjustment; Laser scanning; Parameters; Geometric BibRef

Westfeld, P.[Patrick], Maas, H.G.[Hans-Gerd],
Integrated 3D Range Camera Self-Calibration,
PFG(2013), No. 6, 2013, pp. 589-602.
DOI Link 1312
BibRef

Dan, J., Yang, X., Shi, Y., Guo, Y.,
Random Error Modeling and Analysis of Airborne Lidar Systems,
GeoRS(52), No. 7, July 2014, pp. 3885-3894.
IEEE DOI 1403
Atmospheric modeling BibRef

Chen, C.Y.[Chia-Yen], Chien, H.J.[Hsiang-Jen],
Geometric calibration of a multi-layer LiDAR system and image sensors using plane-based implicit laser parameters for textured 3-D depth reconstruction,
JVCIR(25), No. 4, 2014, pp. 659-669.
Elsevier DOI 1403
Sensor calibration BibRef

Hansard, M.[Miles], Horaud, R.[Radu], Amat, M.[Michel], Evangelidis, G.D.[Georgios D.],
Automatic detection of calibration grids in time-of-flight images,
CVIU(121), No. 1, 2014, pp. 108-118.
Elsevier DOI 1404
Range imaging BibRef

Lee, S.K.[Seung-Kyu],
Time-of-Flight Depth Camera Motion Blur Detection and Deblurring,
SPLetters(21), No. 6, June 2014, pp. 663-666.
IEEE DOI 1404
BibRef
Earlier:
Depth camera image processing and applications,
ICIP12(545-548).
IEEE DOI 1302
geometry. introduce various systematic and non-systematic depth errors and state of the art enhancement methods BibRef

Belhedi, A.[Amira],
Noise modeling and depth calibration for Time-Of-Flight cameras,
ELCVIA(13), No. 2, 2014, pp. xx-yy.
DOI Link 1407
Ph.D.. Thesis. BibRef

Abed, F.M.[Fanar M.], Mills, J.P.[Jon P.], Miller, P.E.[Pauline E.],
Calibrated Full-Waveform Airborne Laser Scanning for 3D Object Segmentation,
RS(6), No. 5, 2014, pp. 4109-4132.
DOI Link 1407
BibRef

Song, X.B.[Xi-Bin], Zhong, F.[Fan], Wang, Y.K.[Yan-Ke], Qin, X.Y.[Xue-Ying],
Estimation of Kinect depth confidence through self-training,
VC(30), No. 6-8, June 2014, pp. 855-865.
WWW Link. 1407
BibRef

Zhao, Z.Y.[Zi-Yue], Zhu, J.G.[Ji-Gui], Xue, B.[Bin], Yang, L.H.[Ling-Hui],
Optimization for calibration of large-scale optical measurement positioning system by using spherical constraint,
JOSA-A(31), No. 7, July 2014, pp. 1427-1435.
DOI Link 1407
Instrumentation, measurement, and metrology BibRef

Zhang, J., Kerekes, J.P.,
First-Principle Simulation of Spaceborne Micropulse Photon-Counting Lidar Performance on Complex Surfaces,
GeoRS(52), No. 10, October 2014, pp. 6488-6496.
IEEE DOI 1407
Detectors BibRef

Fan, L.[Lei], Powrie, W.[William], Smethurst, J.[Joel], Atkinson, P.M.[Peter M.], Einstein, H.[Herbert],
The effect of short ground vegetation on terrestrial laser scans at a local scale,
PandRS(95), No. 1, 2014, pp. 42-52.
Elsevier DOI 1408
Terrestrial laser scanning (TLS) BibRef

Fan, L.[Lei], Atkinson, P.M.[Peter M.],
An Iterative Coarse-to-Fine Sub-Sampling Method for Density Reduction of Terrain Point Clouds,
RS(11), No. 8, 2019, pp. xx-yy.
DOI Link 1905
BibRef

Cahalane, C.[Conor], McElhinney, C.P.[Conor P.], Lewis, P.[Paul], McCarthy, T.[Timothy],
MIMIC: An Innovative Methodology for Determining Mobile Laser Scanning System Point Density,
RS(6), No. 9, 2014, pp. 7857-7877.
DOI Link 1410
BibRef

Cahalane, C.[Conor], Lewis, P.[Paul], McElhinney, C.P.[Conor P.], McCarthy, T.[Timothy],
Optimising Mobile Mapping System Laser Scanner Orientation,
IJGI(4), No. 1, 2015, pp. 302-319.
DOI Link 1504
BibRef

Pal, S.[Sandip],
Monitoring Depth of Shallow Atmospheric Boundary Layer to Complement LiDAR Measurements Affected by Partial Overlap,
RS(6), No. 9, 2014, pp. 8468-8493.
DOI Link 1410
BibRef

Sun, X.L.[Xiao-Li], Neumann, G.A.,
Calibration of the Mercury Laser Altimeter on the MESSENGER Spacecraft,
GeoRS(53), No. 5, May 2015, pp. 2860-2874.
IEEE DOI 1502
airborne radar BibRef

Uebbing, B., Kusche, J., Forootan, E.,
Waveform Retracking for Improving Level Estimations From TOPEX/Poseidon, Jason-1, and Jason-2 Altimetry Observations Over African Lakes,
GeoRS(53), No. 4, April 2015, pp. 2211-2224.
IEEE DOI 1502
geophysical signal processing BibRef

Bakula, K.[Krzysztof], Dominik, W.[Wojciech], Ostrowski, W.[Wojciech],
Enhancement of Lidar Planimetric Accuracy using Orthoimages,
PFG(2015), No. 2, 2015, pp. 143-155.
DOI Link 1506
BibRef
Earlier:
Verification and Improving Planimetric Accuracy of Airborne Laser Scanning Data with Using Photogrammetric Data,
EuroCOW14(21-26).
DOI Link 1404
BibRef

Penne, R.[Rudi], Ribbens, B.[Bart], Mertens, L.[Luc],
An Incremental Procedure for the Lateral Calibration of a Time-of-Flight Camera by One Image of a Flat Surface,
IJCV(113), No. 2, June 2015, pp. 81-91.
Springer DOI 1506
BibRef

Staranowicz, A.N.[Aaron N.], Brown, G.R.[Garrett R.], Morbidi, F.[Fabio], Mariottini, G.L.[Gian-Luca],
Practical and accurate calibration of RGB-D cameras using spheres,
CVIU(137), No. 0, 2015, pp. 102-114.
Elsevier DOI 1506
BibRef
Earlier:
Easy-to-Use and Accurate Calibration of RGB-D Cameras from Spheres,
PSIVT13(265-278).
Springer DOI 1402
RGB-D cameras BibRef

Jung, J., Lee, J., Jeong, Y., Kweon, I.S.,
Time-of-Flight Sensor Calibration for a Color and Depth Camera Pair,
PAMI(37), No. 7, July 2015, pp. 1501-1513.
IEEE DOI 1506
Calibration BibRef

Mao, Q.Z.[Qing-Zhou], Zhang, L.[Liang], Li, Q.Q.[Qing-Quan], Hu, Q.W.[Qing-Wu], Yu, J.W.[Jian-Wei], Feng, S.J.[Shao-Jun], Ochieng, W.[Washington], Gong, H.[Hanlu],
A Least Squares Collocation Method for Accuracy Improvement of Mobile LiDAR Systems,
RS(7), No. 6, 2015, pp. 7402.
DOI Link 1507
BibRef

Lauterbach, H.A.[Helge A.], Borrmann, D.[Dorit], Heß, R.[Robin], Eck, D.[Daniel], Schilling, K.[Klaus], Nüchter, A.[Andreas],
Evaluation of a Backpack-Mounted 3D Mobile Scanning System,
RS(7), No. 10, 2015, pp. 13753.
DOI Link 1511
BibRef

Lachat, E.[Elise], Macher, H.[Hélène], Landes, T.[Tania], Grussenmeyer, P.[Pierre],
Assessment and Calibration of a RGB-D Camera (Kinect v2 Sensor) Towards a Potential Use for Close-Range 3D Modeling,
RS(7), No. 10, 2015, pp. 13070.
DOI Link 1511
BibRef

Kromer, R.A.[Ryan A.], Abellán, A.[Antonio], Hutchinson, D.J.[D. Jean], Lato, M.[Matt], Edwards, T.[Tom], Jaboyedoff, M.[Michel],
A 4D Filtering and Calibration Technique for Small-Scale Point Cloud Change Detection with a Terrestrial Laser Scanner,
RS(7), No. 10, 2015, pp. 13029.
DOI Link 1511
BibRef
And: Erratum: RS(7), No. 12, 2015, pp. 15865.
DOI Link 1601
BibRef

Lenda, G.[Grzegorz], Marmol, U.[Urszula], Mirek, G.[Grzegorz],
Accuracy of Laser Scanners for Measuring Surfaces made of Synthetic Materials,
PFG(2015), No. 5, 2015, pp. 357-372.
DOI Link 1512
BibRef

Penne, R.[Rudi], Raposo, C.[Carolina], Mertens, L.[Luc], Ribbens, B.[Bart], Araújo, H.[Helder],
Investigating new calibration methods without feature detection for TOF cameras,
IVC(43), No. 1, 2015, pp. 50-62.
Elsevier DOI 1512
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An Improved Morphological Algorithm for Filtering Airborne LiDAR Point Cloud Based on Multi-Level Kriging Interpolation,
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Tan, K.[Kai], Cheng, X.J.[Xiao-Jun],
Correction of Incidence Angle and Distance Effects on TLS Intensity Data Based on Reference Targets,
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Wu, J.[Jun], Yu, Z.J.[Zhi-Jing], Zhuge, J.C.[Jing-Chang],
Self-calibration method for rotating laser positioning system using interscanning technology and ultrasonic ranging,
JOSA-A(33), No. 4, April 2016, pp. 544-550.
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Instrumentation, measurement, and metrology BibRef

Zhang, W.[Wuming], Qi, J.B.[Jian-Bo], Wan, P.[Peng], Wang, H.T.[Hong-Tao], Xie, D.H.[Dong-Hui], Wang, X.Y.[Xiao-Yan], Yan, G.[Guangjian],
An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation,
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Capability Assessment and Performance Metrics for the Titan Multispectral Mapping Lidar,
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Amediek, A.[Axel], Wirth, M.[Martin],
Pointing Verification Method for Spaceborne Lidars,
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Jamalabdollahi, M., Zekavat, S.,
ToA Ranging and Layer Thickness Computation in Nonhomogeneous Media,
GeoRS(55), No. 2, February 2017, pp. 742-752.
IEEE DOI 1702
frequency-domain analysis BibRef

Calders, K., Disney, M.I., Armston, J., Burt, A., Brede, B., Origo, N., Muir, J., Nightingale, J.,
Evaluation of the Range Accuracy and the Radiometric Calibration of Multiple Terrestrial Laser Scanning Instruments for Data Interoperability,
GeoRS(55), No. 5, May 2017, pp. 2716-2724.
IEEE DOI 1705
calibration, radiometry, remote sensing by laser beam, vegetation, 3D vegetation structure measurement, RIEGL VZ-400, TLS data, TLS instrument, airborne sensor, data interoperability, multiple terrestrial laser scanning instrument, radiometric calibration, reflectance panel, satellite sensor, Australia, Calibration, Earth, Instruments, Interoperability, Measurement by laser beam, Radiometry, Data interoperability, RIEGL VZ-400, radiometric calibration, terrestrial, light, detection, and, ranging, (LiDAR) BibRef

Streeter, L.[Lee],
Stochastic calculus analysis of optical time-of-flight range imaging and estimation of radial motion,
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Three-dimensional image acquisition, Lidar, Velocimetry BibRef

Wang, W.M.[Wei-Min], Sakurada, K.[Ken], Kawaguchi, N.[Nobuo],
Reflectance Intensity Assisted Automatic and Accurate Extrinsic Calibration of 3D LiDAR and Panoramic Camera Using a Printed Chessboard,
RS(9), No. 8, 2017, pp. xx-yy.
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Three-dimensional laser scanning under the pinhole camera with lens distortion,
MVA(28), No. 7, October 2017, pp. 737-742.
WWW Link. 1710
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Characterizing the impact of optically induced blurring of a high-resolution phase-shift 3D scanner,
MVA(28), No. 8, November 2017, pp. 903-915.
Springer DOI 1710
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The Influence of Sub-Block Position on Performing Integrated Sensor Orientation Using In Situ Camera Calibration and Lidar Control Points,
RS(10), No. 2, 2018, pp. xx-yy.
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Circular Laser/Camera-Based Attitude and Altitude Estimation: Minimal and Robust Solutions,
JMIV(60), No. 3, March 2018, pp. 382-400.
Springer DOI 1804
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Georgiev, M., Bregovic, R., Gotchev, A.,
Time-of-Flight Range Measurement in Low-Sensing Environment: Noise Analysis and Complex-Domain Non-Local Denoising,
IP(27), No. 6, June 2018, pp. 2911-2926.
IEEE DOI 1804
Delays, Filtering, Harmonic analysis, Noise measurement, Noise reduction, Phase measurement, Sensors, 3D, denoising, time-of-flight (ToF) BibRef

Magruder, L.A., Brunt, K.M.,
Performance Analysis of Airborne Photon- Counting Lidar Data in Preparation for the ICESat-2 Mission,
GeoRS(56), No. 5, May 2018, pp. 2911-2918.
IEEE DOI 1805
Instruments, Laser beams, Laser radar, Measurement by laser beam, Photonics, Sea measurements, Altimetry, photon-counting lidar BibRef

Ortiz, L.E.[Luis Enrique], Cabrera, V.E.[Viviana Elizabeth], Goncalves, L.M.G.[Luiz M. G.],
Depth Data Error Modeling of the ZED 3D Vision Sensor from Stereolabs,
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Calibration and using a laser profile scanner for 3D robotic welding,
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DOI Link 1808
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Chen, S.B.[Shou-Bin], Liu, J.B.[Jing-Bin], Wu, T.[Teng], Huang, W.C.[Wen-Chao], Liu, K.[Keke], Yin, D.Y.[De-Yu], Liang, X.L.[Xin-Lian], Hyyppä, J.[Juha], Chen, R.Z.[Rui-Zhi],
Extrinsic Calibration of 2D Laser Rangefinders Based on a Mobile Sphere,
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Ravi, R.[Radhika], Lin, Y.J.[Yun-Jou], Elbahnasawy, M.[Magdy], Shamseldin, T.[Tamer], Habib, A.[Ayman],
Bias Impact Analysis and Calibration of Terrestrial Mobile LiDAR System With Several Spinning Multibeam Laser Scanners,
GeoRS(56), No. 9, September 2018, pp. 5261-5275.
IEEE DOI 1809
LIDAE Calibration. Calibration, Laser radar, Laser beams, Lasers, Sensors, Spinning, Bias impact analysis, calibration, light detection and ranging (LiDAR) system BibRef

Zámecníková, M.[Miriam], Neuner, H.[Hans],
Methods for quantification of systematic distance deviations under incidence angle with scanning total stations,
PandRS(144), 2018, pp. 268-284.
Elsevier DOI 1809
Close range scanning. Systematic distance deviations, Reflectorless distance measurement, Incidence angle, Scanning total station BibRef

Hofsäß, M.[Martin], Clifton, A.[Andrew], Cheng, P.W.[Po Wen],
Reducing the Uncertainty of Lidar Measurements in Complex Terrain Using a Linear Model Approach,
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Paynter, I., Genest, D., Saenz, E., Peri, F., Li, Z., Strahler, A., Schaaf, C.,
Quality Assessment of Terrestrial Laser Scanner Ecosystem Observations Using Pulse Trajectories,
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IEEE DOI 1811
Vegetation, Forestry, Laser radar, Ecosystems, Trajectory, Uncertainty, Instruments, Forestry, laser beams, laser measurements BibRef

Adams Seewald, L.[Lucas], Facco Rodrigues, V.[Vinicius], Ollenschläger, M.[Malte], Antunes, R.S.[Rodolfo Stoffel], da Costa, C.A.[Cristiano André], da Rosa Righi, R.[Rodrigo], Gonzaga da Silveira, L.[Luiz], Maier, A.[Andreas], Eskofier, B.[Björn], Fahrig, R.[Rebecca],
Toward analyzing mutual interference on infrared-enabled depth cameras,
CVIU(178), 2019, pp. 1-15.
Elsevier DOI 1812
Depth camera, Multi-camera, Interference, Evaluation, Computer vision BibRef

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Analyzing the role of pulse density and voxelization parameters on full-waveform LiDAR-derived metrics,
PandRS(146), 2018, pp. 453-464.
Elsevier DOI 1812
Airborne laser scanning, Voxelization, Voxel size, Assignation value, Side-lap effect BibRef

Oniga, V.E.[Valeria-Ersilia], Pfeifer, N.[Norbert], Loghin, A.M.[Ana-Maria],
3D Calibration Test-Field for Digital Cameras Mounted on Unmanned Aerial Systems (UAS),
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Chen, P.[Peng], Pan, D.[Delu], Mao, Z.[Zhihua], Liu, H.[Hang],
A Feasible Calibration Method for Type 1 Open Ocean Water LiDAR Data Based on Bio-Optical Models,
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Li, Z.[Zhen], Tan, J.[Junxiang], Liu, H.[Hua],
Rigorous Boresight Self-Calibration of Mobile and UAV LiDAR Scanning Systems by Strip Adjustment,
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Li, Q.H.[Qing-Hua], Ma, Y.[Yuchi], Anderson, J.[John], Curry, J.[James], Shan, J.[Jie],
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Relative Radiometric Calibration of Airborne LiDAR Data for Archaeological Applications,
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Automatic Data Selection and Boresight Adjustment of LiDAR Systems,
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Cai, S.S.[Shang-Shu], Zhang, W.M.[Wu-Ming], Liang, X.L.[Xin-Lian], Wan, P.[Peng], Qi, J.B.[Jian-Bo], Yu, S.[Sisi], Yan, G.J.[Guang-Jian], Shao, J.[Jie],
Filtering Airborne LiDAR Data Through Complementary Cloth Simulation and Progressive TIN Densification Filters,
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Separating point clouds into ground and non-ground points. BibRef

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Sensitivity Analysis and Minimal Measurement Geometry for the Target-Based Calibration of High-End Panoramic Terrestrial Laser Scanners,
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Elsevier DOI 1909
pulsed laser images. Ghost imaging, Three-dimensional ghost imaging model, Target characteristics BibRef

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Validation of the Analytical Model of Oceanic Lidar Returns: Comparisons with Monte Carlo Simulations and Experimental Results,
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Schmitz, B., Kuhlmann, H., Holst, C.,
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Resolution capability, Stochastic model, Correlations, Laser spot, Effective number of measurements BibRef

Medic, T.[Tomislav], Kuhlmann, H.[Heiner], Holst, C.[Christoph],
Designing and Evaluating a User-Oriented Calibration Field for the Target-Based Self-Calibration of Panoramic Terrestrial Laser Scanners,
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Liu, W., Li, Z., Li, Y., Sun, S., Sotelo, M.A.,
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IEEE DOI 2001
Measurement by laser beam, Systematics, Global Positioning System, Mathematical model, Laser modes, weighted total least squares (WTLS) BibRef

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Blind Compensation of Angle Jitter for Satellite-Based Ground-Imaging Lidar,
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IEEE DOI 2001
Jitter, Laser radar, Satellites, Surface reconstruction, Measurement by laser beam, Optical sensors, surface estimation BibRef

Heinz, E.[Erik], Holst, C.[Christoph], Kuhlmann, H.[Heiner], Klingbeil, L.[Lasse],
Design and Evaluation of a Permanently Installed Plane-Based Calibration Field for Mobile Laser Scanning Systems,
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Ravi, R.[Radhika], Habib, A.[Ayman],
Fully Automated Profile-based Calibration Strategy for Airborne and Terrestrial Mobile LiDAR Systems with Spinning Multi-beam Laser Units,
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Wang, B.H.[Bin-Hui], Song, S.L.[Sha-Lei], Gong, W.[Wei], Cao, X.[Xiong], He, D.[Dong], Chen, Z.W.[Zhen-Wei], Lin, X.[Xin], Li, F.Q.[Fa-Quan], Sun, J.[Jia],
Color Restoration for Full-Waveform Multispectral LiDAR Data,
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Lian, W.Q.[Wei-Qi], Li, S.N.[Shao-Ning], Zhang, G.[Guo], Wang, Y.N.[Ya-Nan], Chen, X.Y.[Xin-Yang], Cui, H.[Hao],
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Zhong, M.Q.[Mian-Qing], Sui, L.C.[Li-Chun], Wang, Z.H.[Zhi-Hua], Yang, X.M.[Xiao-Mei], Zhang, C.S.[Chuan-Shuai], Chen, N.[Nan],
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On-the-Fly Camera and Lidar Calibration,
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Kim, M.[Minsu], Park, S.[Seonkyung], Irwin, J.[Jeffrey], McCormick, C.[Collin], Danielson, J.[Jeffrey], Stensaas, G.[Gregory], Sampath, A.[Aparajithan], Bauer, M.[Mark], Burgess, M.[Matthew],
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Montoya, O.[Omar], Icasio, O.[Octavio], Salas, J.[Joaquín],
Coupled: Calibration of a LIDAR and Camera Rig Using Automatic Plane Detection,
MCPR20(209-218).
Springer DOI 2007
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Santo, H.[Hiroaki], Waechter, M.[Michael], Lin, W.Y.[Wen-Yan], Sugano, Y.[Yusuke], Matsushita, Y.[Yasuyuki],
Light Structure from Pin Motion: Geometric Point Light Source Calibration,
IJCV(128), No. 7, July 2020, pp. 1889-1912.
Springer DOI 2007
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Santo, H.[Hiroaki], Waechter, M.[Michael], Samejima, M.[Masaki], Sugano, Y.[Yusuke], Matsushita, Y.[Yasuyuki],
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-Based Modeling,
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Pentek, Q.[Quentin], Kennel, P.[Pol], Allouis, T.[Tristan], Fiorio, C.[Christophe], Strauss, O.[Olivier],
A flexible targetless LiDAR-GNSS/INS-camera calibration method for UAV platforms,
PandRS(166), 2020, pp. 294-307.
Elsevier DOI 2007
Alignment, Automatic, Laser scanner, Multi-sensor, Optical imagery, Point cloud colorization BibRef

Cavallari, T.[Tommaso], Golodetz, S.[Stuart], Lord, N.A.[Nicholas A.], Valentin, J.[Julien], Prisacariu, V.A.[Victor A.], di Stefano, L.[Luigi], Torr, P.H.S.[Philip H. S.],
Real-Time RGB-D Camera Pose Estimation in Novel Scenes Using a Relocalisation Cascade,
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IEEE DOI 2009
Cameras, Forestry, Real-time systems, Pose estimation, Impedance matching, Training, cascade BibRef

Cavallari, T., Bertinetto, L., Mukhoti, J., Torr, P.H.S., Golodetz, S.,
Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation,
3DV19(564-573)
IEEE DOI 1806
Training, Forestry, Cameras, Reservoirs, Image retrieval, Simultaneous localization and mapping, scene coordinate regression BibRef

Zhou, T.F.[Teng-Fei], Cheng, X.J.[Xiao-Jun], Lin, P.[Peng], Wu, Z.L.[Zhen-Lun], Liu, E.S.[En-Sheng],
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Kong, Z.[Zheng], Yin, Z.P.[Zhen-Ping], Cheng, Y.[Yuan], Li, Y.C.[Yi-Chen], Zhang, Z.[Zhen], Mei, L.[Liang],
Modeling and Evaluation of the Systematic Errors for the Polarization-Sensitive Imaging LIDAR Technique,
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Molero, F.[Francisco], Pujadas, M.[Manuel], Artíñano, B.[Begoña],
Study of the Effect of Aerosol Vertical Profile on Microphysical Properties Using GRASP Code with Sun/Sky Photometer and Multiwavelength Lidar Measurements,
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Pereira, L.G.[Luísa Gomes], Fernandez, P.[Paulo], Mourato, S.[Sandra], Matos, J.[Jorge], Mayer, C.[Cedric], Marques, F.[Fábio],
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DOI Link 2102
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A Modeling Approach for Predicting the Resolution Capability in Terrestrial Laser Scanning,
RS(13), No. 4, 2021, pp. xx-yy.
DOI Link 2103
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Ding, X.Z.[Xian-Zhi],
Research on Kinect Calibration and Depth Error Compensation Based on BP Neural Network,
CVIDL20(596-600)
IEEE DOI 2102
backpropagation, calibration, cameras, distance measurement, error analysis, error compensation, image sensors, Error compensation BibRef

Ding, X.Z.[Xian-Zhi],
Research on Camera Calibration Technology Based on Deep Neural Network in Mine Environment,
CVIDL20(375-379)
IEEE DOI 2102
RGB-D Camera. cameras, feature extraction, image sensors, neural nets, camera calibration technology, deep neural network, Adaptive moment estimation BibRef

Seube, N.,
Validation of Lidar Survey Data By Comparison of Several Uncertainty Models,
ISPRS20(B3:1385-1390).
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Nakano, K., Tanaka, Y., Suzuki, H., Hayakawa, K., Kurodai, M.,
On Practical Accuracy Aspects of Unmanned Aerial Vehicles Equipped With Survey Grade Laser Scanners,
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Glennie, C.L., Hartzell, P.J.,
Accuracy Assessment and Calibration of Low-cost Autonomous Lidar Sensors,
ISPRS20(B1:371-376).
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The Measurement Accuracy and Measurement Characteristics of Green Lidar Drone,
ISPRS20(B1:479-483).
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Chang, C.M., Jaw, J.J.,
Laser Ranging Modeling Under Generalized Mixed Pixels Effect,
ISPRS20(B1:157-164).
DOI Link 2012
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Systematic Evaluation and Characterization of 3d Solid State Lidar Sensors for Autonomous Ground Vehicles,
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Li, G., Guo, J., Tang, X., Ye, F., Zuo, Z., Liu, Z., Chen, J., Xue, Y.,
Preliminary Quality Analysis of GF-7 Satellite Laser Altimeter Full Waveform Data,
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Lichti, D.D.,
The Impact of the Distribution of Observations on Terrestrial Laser Scanner Self-calibration Quality,
ISPRS20(B1:315-322).
DOI Link 2012
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Validation of LIDAR Calibration Using A LIDAR Simulator,
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Multi-Distance Point Cloud Quality Assessment,
ICIP20(3443-3447)
IEEE DOI 2011
Measurement, Databases, Distortion, Frequency modulation, Transform coding, local binary pattern BibRef

Wu, X., Zhang, C., Liu, Y.,
Calibrank: Effective Lidar-Camera Extrinsic Calibration By Multi-Modal Learning To Rank,
ICIP20(3189-3193)
IEEE DOI 2011
Calibration, Training, Pipelines, Cameras, Laser radar, Fuses, relevance mapping BibRef

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RGB-D and Lidar Calibration Supported by GPU,
ICCVG20(214-226).
Springer DOI 2009
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LO-Net: Deep Real-Time Lidar Odometry,
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IEEE DOI 2002
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Przybilla, H.J., Lindstaedt, M., Kersten, T.,
Investigations Into The Quality of Image-based Point Clouds From UAV Imagery,
UAV-g19(539-545).
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Zainuddin, K., Majid, Z., Ariff, M.F.M., Idris, K.M.,
Measurement Accuracy On 3d Point Cloud Generated Using Multispectral Imagery By Different Calibration Methods,
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Hillemann, M., Meidow, J., Jutzi, B.,
Impact of Different Trajectories On Extrinsic Self-calibration For Vehicle-based Mobile Laser Scanning Systems,
PIA19(119-125).
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Hartmann, J., von Gösseln, I., Schild, N., Dorndorf, A., Paffenholz, J.A., Neumann, I.,
Optimisation of The Calibration Process of a K-TLS Based Multi-sensor-system By Genetic Algorithms,
EuroCOW-M3DMaN19(1655-1662).
DOI Link 1912
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Nagy, B., Kovács, L., Benedek, C.,
Online Targetless End-to-End Camera-LIDAR Self-calibration,
MVA19(1-6)
DOI Link 1806
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Earlier:
SFM And Semantic Information Based Online Targetless Camera-LIDAR Self-Calibration,
ICIP19(1317-1321)
IEEE DOI 1910
calibration, cameras, image registration, optical radar, automatic camera, 2D image domain, 3D space, structure from motion, Feature extraction. BibRef

Zuñiga-Noël, D.[David], Ruiz-Sarmiento, J.R.[Jose-Raul], Gonzalez-Jimenez, J.[Javier],
Intrinsic Calibration of Depth Cameras for Mobile Robots Using a Radial Laser Scanner,
CAIP19(I:659-671).
Springer DOI 1909
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Neuhaus, F.[Frank], Koß, T.[Tilman], Kohnen, R.[Robert], Paulus, D.[Dietrich],
MC2SLAM: Real-Time Inertial Lidar Odometry Using Two-Scan Motion Compensation,
GCPR18(60-72).
Springer DOI 1905
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Ogawa, T., Hori, Y.,
Comparison With Accuracy of Terrestrial Laser Scanner By Using Point Cloud Aligned With Shape Matching and Best Fitting Methods,
3DARCH19(535-541).
DOI Link 1904
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Tang, T., Yoon, D., Pomerleau, F., Barfoot, T.D.,
Learning a Bias Correction for Lidar-Only Motion Estimation,
CRV18(166-173)
IEEE DOI 1812
Laser radar, Motion estimation, Trajectory, Iterative closest point algorithm, Computational modeling, Gaussian process BibRef

Fukushima, N.,
ICP with Depth Compensation for Calibration of Multiple TOF Sensors,
3DTV-CON18(1-4)
IEEE DOI 1812
calibration, cameras, image fusion, image sensors, infrared imaging, iterative methods, robot vision, SLAM (robots), depth compensation, ICP BibRef

Guo, Q.[Qi], Frosio, I.[Iuri], Gallo, O.[Orazio], Zickler, T.[Todd], Kautz, J.[Jan],
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset,
ECCV18(I: 381-396).
Springer DOI 1810
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Rzeszotarski, D.[Dariusz], Strumillo, P.[Pawel],
An Integrated Procedure for Calibrating and Distortion Correction of the Structure Sensor and Stereo-Vision Depth Sensors,
ICCVG18(222-233).
Springer DOI 1810
BibRef

Pusztai, Z., Hajder, L.,
Accurate Calibration of LiDAR-Camera Systems Using Ordinary Boxes,
MSF17(394-402)
IEEE DOI 1802
Calibration, Cameras, Computer vision, Laser radar, Sensors BibRef

Safaei, A., Fazli, S.,
A new method in simultaneous estimation of Kinect-V2 sensor calibration using shuffled frog leaping algorithm,
IPRIA17(211-215)
IEEE DOI 1712
calibration, cameras, image colour analysis, image sensors, infrared detectors, lenses, matrix algebra, optimisation, shuffled frog leaping algorithm BibRef

Wasenmüller, O.[Oliver], Stricker, D.[Didier],
Comparison of Kinect V1 and V2 Depth Images in Terms of Accuracy and Precision,
3DModelApp16(II: 34-45).
Springer DOI 1704
BibRef

Bogaerts, B.[Boris], Penne, R.[Rudi], Sels, S.[Seppe], Ribbens, B.[Bart], Vanlanduit, S.[Steve],
A Simple Evaluation Procedure for Range Camera Measurement Quality,
ACIVS16(286-296).
Springer DOI 1611
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Sirmacek, B.[Beril], Lindenbergh, R.[Roderik], Wang, J.H.[Jin-Hu],
Quality Assessment And Comparison Of Smartphone And Leica C10 Laser Scanner Based Point Clouds,
ISPRS16(B5: 581-586).
DOI Link 1610
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Mezian, C., Vallet, B.[Bruno], Soheilian, B.[Bahman], Paparoditis, N.[Nicolas],
Uncertainty Propagation For Terrestrial Mobile Laser Scanner,
ISPRS16(B3: 331-335).
DOI Link 1610
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Julge, K., Ellmann, A., Vajakas, T., Kolka, R.,
Initial Tests And Accuracy Assesment Of A Compact Mobile Laser Scanning System,
ISPRS16(B1: 633-638).
DOI Link 1610
BibRef

Heinkelé, C., Labbé, M., Muzet, V., Charbonnier, P.,
Calibration Of The Sr4500 Time-of-flight Camera For Outdoor Mobile Surveying Applications: A Case Study,
ISPRS16(B5: 469-476).
DOI Link 1610
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Markiewicz, J.S.[Jakub Stefan],
The Use Of Computer Vision Algorithms For Automatic Orientation Of Terrestrial Laser Scanning Data,
ISPRS16(B3: 315-322).
DOI Link 1610
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Creusere, C.D., Castorena, J., Dragulin, I., Voelz, D.,
Quantifying the accuracy of FRI-based LIDAR waveform analysis,
ICIP16(1096-1100)
IEEE DOI 1610
Computational modeling BibRef

Hassanein, M., Moussa, A., El-Sheimy, N.,
A New Automatic System Calibration Of Multi-cameras And Lidar Sensors,
ISPRS16(B1: 589-594).
DOI Link 1610
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Nouiraa, H., Deschaud, J.E., Goulettea, F.,
Point Cloud Refinement With A Target-free Intrinsic Calibration Of A Mobile Multi-beam Lidar System,
ISPRS16(B3: 359-366).
DOI Link 1610
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Xiang, C.Z.[Cheng-Zhi], Ma, X.[Xin], Han, G.[Ge], Liang, A.[Ailin], Gong, W.[Wei],
On-line Wavelength Calibration Of Pulsed Laser For Co2 Differential Absorption Lidar,
ISPRS16(B1: 141-146).
DOI Link 1610
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Miller, M., Habib, A.,
Comparative Analysis Of Different Lidar System Calibration Techniques,
ISPRS16(B1: 229-235).
DOI Link 1610
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Ma, X.[Xin], Xiang, C.Z.[Cheng-Zhi], Gong, W.[Wei],
A Universal De-noising Algorithm For Ground-based Lidar Signal,
ISPRS16(B1: 53-56).
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Russhakim, N.A.S., Ariff, M.F.M., Majid, Z., Idris, K.M., Darwin, N., Abbas, M.A., Zainuddin, K., Yusoff, A.R.,
The Suitability of Terrestrial Laser Scanning for Building Survey and Mapping Applications,
3DARCH19(663-670).
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See also Suitability of Terrestrial Laser Scanning for Strata Building, The.
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Aziz, M.A., Idris, K.M., Majid, Z., Ariff, M.F.M., Yusoff, A.R., Luh, L.C., Abbas, M.A., Chong, A.K.,
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Abbas, M.A., Setan, H., Majid, Z., Chong, A.K., Luh, L.C.[L. Chong], Idris, K.M., Ariff, M.F.M.,
Terrestrial Laser Scanners Self-Calibration Study: Datum Constraints Analyses for Network Configurations,
GeoInfo15(1-9).
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Ferstl, D.[David], Reinbacher, C.[Christian], Riegler, G.[Gernot], Rüther, M.[Matthias], Bischof, H.[Horst],
Learning Depth Calibration of Time-of-Flight Cameras,
BMVC15(xx-yy).
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Patel, V.M.[Vishal M.], Powers, M.A.[Michael A.],
Structured representation-based robust agile-beam LADAR imaging,
ICIP15(3285-3289)
IEEE DOI 1512
Agile-beam LADAR imaging; computational imaging; image reconstruction BibRef

Li, L.H.[Lian-Hua], Xiang, S.[Sen], Yang, Y.[You], Yu, L.[Li],
Multi-camera interference cancellation of time-of-flight (TOF) cameras,
ICIP15(556-560)
IEEE DOI 1512
depth measurement; multi-camera interference; time of light BibRef

Ghanem, B.[Bernard], Thabet, A.[Ali], Niebles, J.C.[Juan Carlos], Heilbron, F.C.[Fabian Caba],
Robust Manhattan Frame estimation from a single RGB-D image,
CVPR15(3772-3780)
IEEE DOI 1510
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Zhu, M.X.[Meng Xi], Scharfenberger, C.[Christian], Wong, A.[Alexander], Clausi, D.A.[David A.],
Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array,
CRV15(39-45)
IEEE DOI 1507
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Kuznetsova, A.[Alina], Rosenhahn, B.[Bodo],
On Calibration of a Low-Cost Time-of-Flight Camera,
CDC4CV14(415-427).
Springer DOI 1504
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Ruan, M.H.[Ming-Hao], Huber, D.[Daniel],
Calibration of 3D Sensors Using a Spherical Target,
3DV14(187-193)
IEEE DOI 1503
Calibration BibRef

Lejeune, A.[Antoine], Grogna, D.[David], van Droogenbroeck, M.[Marc], Verly, J.[Jacques],
Evaluation of pairwise calibration techniques for range cameras and their ability to detect a misalignment,
IC3D14(1-6)
IEEE DOI 1503
Calibration BibRef

Gottfried, J.M., Nair, R., Meister, S., Garbe, C.S., Kondermann, D.,
Time of flight motion compensation revisited,
ICIP14(5861-5865)
IEEE DOI 1502
Adaptive optics BibRef

Deng, X.M.[Xiao-Ming], Liu, J.[Jie], Tian, F.[Feng], Chang, L.[Liang], Wang, H.A.[Hong-An],
Motion estimation of multiple depth cameras using spheres,
ICIP14(5801-5805)
IEEE DOI 1502
Calibration BibRef

Pahwa, R.S.[Ramanpreet Singh], Do, M.N.[Minh N.], Ng, T.T.[Tian Tsong], Hua, B.S.[Binh-Son],
Calibration of depth cameras using denoised depth images,
ICIP14(3459-3463)
IEEE DOI 1502
Calibration BibRef

Afzal, H.[Hassan], Aouada, D.[Djamila], Destelle, F.[François], Mirbach, B.[Bruno], Ottersten, B.[Björn],
View-Independent Enhanced 3D Reconstruction of Non-rigidly Deforming Objects,
CAIP15(II:712-724).
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Afzal, H.[Hassan], Aouada, D.[Djamila], Font, D.[David], Mirbach, B.[Bruno], Ottersten, B.[Bjorn],
RGB-D Multi-view System Calibration for Full 3D Scene Reconstruction,
ICPR14(2459-2464)
IEEE DOI 1412
Barium BibRef

Zou, W.[Wuhe], Li, S.[Shigang],
Calibrating Non-overlapping RGB-D Cameras,
ICPR14(4200-4205)
IEEE DOI 1412
Calibration BibRef

Alsubaie, N.M., Badawy, H.M., Elhabiby, M.M., El-Sheimy, N.,
Terrestrial Method for Airborne Lidar Quality Control and Assessment,
LandImaging14(45-49).
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Ahokas, E., Kaartinen, H., Kukko, A., Litkey, P.,
Test field for airborne laser scanning in Finland,
LandImaging14(9-12).
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Massaro, R.D., Anderson, J.E., Nelson, J.D., Edwards, J.D.,
A Comparative Study between Frequency-Modulated Continous Wave LADAR and Linear LiDAR,
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Hess, M., Robson, S., Hosseininaveh Ahmadabadian, A.,
A contest of sensors in close range 3D imaging: Performance evaluation with a new metric test object,
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Blaskow, R., Schneider, D.,
Analysis and correction of the dependency between laser scanner intensity values and range,
CloseRange14(107-112).
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Mader, D., Westfeld, P., Maas, H.G.,
An Integrated Flexible Self-calibration Approach for 2D Laser Scanning Range Finders Applied to the Hokuyo UTM-30LX-EW,
CloseRange14(385-393).
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Pagliari, D., Menna, F., Roncella, R., Remondino, F., Pinto, L.,
Kinect Fusion improvement using depth camera calibration,
CloseRange14(479-485).
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Zhou, Q.Y.[Qian-Yi], Koltun, V.[Vladlen],
Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras,
CVPR14(454-460)
IEEE DOI 1409
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Jin, B.W.[Bing-Wen], Lei, H.[Hao], Geng, W.D.[Wei-Dong],
Accurate Intrinsic Calibration of Depth Camera with Cuboids,
ECCV14(V: 788-803).
Springer DOI 1408
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Le Scouarnec, R., Touzé, T., Lacambre, J.B., Seube, N.,
A New Reliable Boresight Calibration Method for Mobile Laser Scanning Applications,
EuroCOW14(67-72).
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Chen, C.Y.[Chia-Yen], Chien, H.J.[Hsiang-Jen], Huang, P.S.[Po-Sen],
Calibration of LiDAR device using infrared images,
IVCNZ13(100-105)
IEEE DOI 1402
calibration BibRef

Hoermann, T.J., Mills, S., Paulin, M., Reusenzehn, S.,
The design and calibration of a 3D motion capture system for arthropods,
IVCNZ13(265-269)
IEEE DOI 1402
image motion analysis BibRef

Tamas, L., Kato, Z.,
Targetless Calibration of a Lidar: Perspective Camera Pair,
BD3DCV13(668-675)
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calibration BibRef

Arslan, A.E., Kalkan, K.,
Comparison of working efficiency of terrestrial laser scanner in day and night conditions,
SSG13(19-21).
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Lilienblum, E.[Erik], Al-Hamadi, A.[Ayoub],
Pattern Optimization for 3D Surface Reconstruction with an Active Line Scan Camera System,
ICIP18(3159-3163)
IEEE DOI 1809
Cameras, Optimization, Correlation, Switches, Mathematical model, Brightness, time-multiplexing BibRef

Lilienblum, E.[Erik], Al-Hamadi, A.[Ayoub], Michaelis, B.[Bernd],
A Coded 3d Calibration Method for Line-Scan Cameras,
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Kim, J.H.[Jae-Hean], Choi, J.S.[Jin Sung], Koo, B.K.[Bon-Ki],
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Li, J.M., Li, C.R., Zhou, M., Hu, J., Yang, C.M.,
Airborne Linear Array Image Geometric Rectification Method Based On Unequal Segmentation,
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Wang, M., Hu, J., Zhou, M., Li, J.M., Zhang, Z.,
Geometric Correction of Airborne Linear Array Image Based on Bias Matrix,
Hannover13(369-372).
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Nakhaeinia, D.[Danial], Payeur, P.[Pierre], Laganiere, R.[Robert],
Adaptive Robotic Contour Following from Low Accuracy RGB-D Surface Profiling and Visual Servoing,
CRV14(48-55)
IEEE DOI 1406
Cameras BibRef

Macknojia, R., Chavez-Aragon, A., Payeur, P.[Pierre], Laganiere, R.[Robert],
Calibration of a network of Kinect sensors for robotic inspection over a large workspace,
WORV13(184-190)
IEEE DOI 1307
calibration BibRef

Cree, M.J.[Michael J.], Streeter, L.V.[Lee V.], Conroy, R.M.[Richard M.], Dorrington, A.A.[Adrian A.],
Analysis of the SoftKinetic DepthSense for Range Imaging,
ICIAR13(668-675).
Springer DOI 1307
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Krause, S., Evert, R.,
Remission based improvement of extrinsic parameter calibration of camera and laser scanner,
ICARCV12(829-834).
IEEE DOI 1304
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Yamazoe, H.[Hirotake], Habe, H.[Hitoshi], Mitsugami, I.[Ikuhisa], Yagi, Y.S.[Yasu-Shi],
Easy depth sensor calibration,
ICPR12(465-468).
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Belhedi, A., Bourgeois, S., Gay-Bellile, V., Sayd, P., Bartoli, A., Hamrouni, K.,
Non-parametric depth calibration of a TOF camera,
ICIP12(549-552).
IEEE DOI 1302
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Belhedi, A.[Amira], Bartoli, A.E.[Adrien E.], Gay-Bellile, V.[Vincent], Bourgeois, S.[Steve], Sayd, P.[Patrick], Hamrouni, K.[Kamel],
Depth Correction for Depth Camera From Planarity,
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Belhedi, A.[Amira], Bartoli, A.E.[Adrien E.], Bourgeois, S.[Steve], Hamrouni, K.[Kamel], Sayd, P.[Patrick], Gay-Bellile, V.[Vincent],
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Schenk, K.[Konrad], Kolarow, A.[Alexander], Eisenbach, M.[Markus], Debes, K.[Klaus], Gross, H.M.[Horst-Michael],
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Langmann, B.[Benjamin], Hartmann, K.[Klaus], Loffeld, O.[Otmar],
Depth Auto-calibration for Range Cameras Based on 3d Geometry Reconstruction,
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Li, J., Gong, W., Ma, Y.,
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Mano, K., Ishii, K., Hirao, M., Tachibana, K., Yoshimura, M., Akca, D., Gruen, A.,
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ISPRS12(XXXIX-B5:495-498).
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Zhang, J., Jiang, W., Jiang, S.,
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Malihi, S., Maboudi, M., Pourmomen, M.,
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Al-Durgham, M.[Mohannad], Habib, A.[Ayman],
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CVRS12(122-126).
IEEE DOI 1302
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Angelats, E., Colomina, I.,
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Angelats, E., Blázquez, M., Colomina, I.,
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Schmidt, M., Zimmermann, K., Jahne, B.,
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Almeida, M.[Miguel], Dias, P.[Paulo], Oliveira, M.[Miguel], Santos, V.[Vítor],
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Zhang, X.P.[Xiao-Ping], Xiao, Y.F.[Yu-Feng], Wang, H.[Heng], Zhang, H.[Hua], Liu, M.[Manlu],
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Li, Y.[Ying], Deng, K.[Kazhong], Li, Y.C.[Ying-Cheng], Liu, P.[Pei], Gu, L.[Linyu],
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Shen, J.[Jing], Liu, J.P.[Ji-Ping], Zhao, R.[Rong], Lin, X.G.[Xiang-Guo],
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Uriarte, C.[Claudio], Scholz-Reiter, B.[Bernd], Ramanandan, S.K.[Sheshu Kalaparambathu], Kraus, D.[Dieter],
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Hu, X.Y.[Xiang-Yun], Zhang, Z.X.[Zu-Xun], Duan, Y.S.[Yan-Song],
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Lamovsky, D.[Denis], Lasaruk, A.[Aless],
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San José Alonso, J.I., Martínez Rubio, J., Fernández Martin, J.J., García Fernández, J.,
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Wang, L.[Liang], Zhang, C.[Chenxi], Yang, R.G.[Rui-Gang], Zhang, C.[Cha],
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Wekel, T.[Tilman], Hellwich, O.[Olaf],
A Robust Approach to Multi-feature Based Mesh Segmentation Using Adaptive Density Estimation,
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Selection of an Optimal Polyhedral Surface Model Using the Minimum Description Length Principle,
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Mai, D.[Dominic], Schmidt, T.[Thorsten], Burkhardt, H.[Hans],
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Yoo, H., Goulette, F., Senpauroca, J., Lepère, G.,
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Li, X.M.[Xiao-Min], Yan, J.[Jin], Ma, X.C.[Xiao-Chuan], Yang, J.[Jun],
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Boba, M., Ussyshkin, V., Slater, M., Sitar, M., Szameitat, W.,
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Influences of Different Materials on the Measurements of a Terrestrial Laser Scanner (TLS),
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Salo, P., Jokinen, O., Kukko, A.,
On the Calibration of the Distance Measuring Component of a Terrestrial Laser Scanner,
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Fu, Q.[Qing], Fan, H.C.[Hong-Chao], Wehr, A.[Aloysuis], Stilla, U.[Uwe],
Estimation of Opto-Mechanical Parameters for Calibration of Laser Scanners,
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Mitishita, E., Habib, A., Machado, A.,
Photogrammetric Model Orientation Using LIDAR Dataset,
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Zhi, X.D.[Xiao-Dong], Zhong, L.[Liang],
A Progressive Quality Control to Improve the Accuracy of LIDAR Data Processing,
ISPRS08(B1: 421 ff).
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Nakano, K.[Kazuya], Chikatsu, H.[Hirofumi],
On Improvement of Accuracy of Airborne Laser Scanner Data Using Digital Images,
ISPRS08(B1: 373 ff).
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Wang, Z.[Zhihe], Shu, R.[Rong], Xu, W.M.[Wei-Ming], Pu, H.Y.[Hong-Yi], Yao, B.[Bo],
Analysis and Recovery of Systematic Errors in Airborne Laser System,
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Yokoo, Y., Ooishi, T.,
Quality Control Method for Filtering in Aerial LIDAR Survey,
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Pothou, A., Toth, C., Karamitsos, S., Georgopoulos, A.,
An Approach to Optimize Reference Ground Control Requirements for Estimating LIDAR/IMU Boresight Misalignment,
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Xu, B.[Bin], Li, F.F.[Fang-Fei], Zhang, K.[Keshu], Lin, Z.J.[Zong-Jian],
Laser Footprint Size and Pointing Precision Analysis for LIDAR Systems,
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Ussyshkin, V., Boba, M., Sitar, M.,
Performance Characterization of an Airborne LIDAR System: Bridging System Specifications and Expected Performance,
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Fuchs, S.[Stefan], Hirzinger, G.[Gerd],
Extrinsic and depth calibration of ToF-cameras,
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Kim, Y.M.[Young Min], Chan, D.[Derek], Theobalt, C.[Christian], Thrun, S.[Sebastian],
Design and calibration of a multi-view TOF sensor fusion system,
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Radmer, J.[Jochen], Fuste, P.M.[Pol Moser], Schmidt, H.[Henning], Kruger, J.[Jorg],
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Unnikrishnan, R., and Hebert, M.,
Fast Extrinsic Calibration of a Laser Rangefinder to a Camera,
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Fully Automated Laser Range Calibration,
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May, N.C., Toth, C.,
Point Positioning Accuracy of Airborne LIDAR Systems: A Rigorous Analysis,
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An Implementation of the ASPRS LAS Standard,
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Surface reconstruction of laser scanner data using piecewise RBF methods,
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RBF patching of laser scanner data,
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Steiger, O.[Olivier], Felder, J.[Judith], Weiss, S.[Stephan],
Calibration of time-of-flight range imaging cameras,
ICIP08(1968-1971).
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Moura, D.C.[Daniel C.], Barbosa, J.G.[Jorge G.], Tavares, J.M.R.S.[João Manuel R. S.], Reis, A.M.[Ana M.],
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Liu, B.B.[Bing-Bing], Adams, M., Ibanez-Guzman, J., Wijesoma, W.S.,
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Characterization of acuity laser range finder,
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Marugame, A., Sakamoto, S., Yoshinaga, T., Miyaoka, K., Fujimori, O., Yamada, Y., Kitano, Y., Kabano, H., Tong, W.Q.[Wei-Qing], Tajima, J.,
A fast and precise system for taking high-density human head measurements with surrounding range finders,
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Kulcke, A.[Axel], Gurschler, C.[Christian], Gasser, C.[Clemens], Niel, A.[Albert],
Image Processing Based Calibration of High Precision Laser Projection Systems,
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Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Laser Scanner Calibration -- Calgary Group, Lichti .