AUTOMATED COARSE REGISTRATION OF POINT CLOUDS IN 3D URBAN SCENES
USING VOXEL BASED PLANE CONSTRAINT

Xu, Y.; Boerner, R.; Yao, W.; Hoegner, L.; Stilla, U.

doi:https://doi.org/10.5194/isprs-annals-IV-2-W4-185-2017

EXPLORING LABEL INITIALIZATION FOR WEAKLY SUPERVISED ALS POINT CLOUD SEMANTIC SEGMENTATION

P. Wang and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 151–158, https://doi.org/10.5194/isprs-annals-V-2-2022-151-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-151-2022, 2022

EXTRACTION OF ORTHOGONAL BUILDING BOUNDARY FROM AIRBORNE LIDAR DATA BASED ON FEATURE DIMENSION REDUCTION

Y. Chen and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 351–358, https://doi.org/10.5194/isprs-annals-V-2-2022-351-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-351-2022, 2022

TUM-FAÇADE: REVIEWING AND ENRICHING POINT CLOUD BENCHMARKS FOR FAÇADE SEGMENTATION

O. Wysocki, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 529–536, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-529-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-529-2022, 2022

UNLOCKING POINT CLOUD POTENTIAL: FUSING MLS POINT CLOUDS WITH SEMANTIC 3D BUILDING MODELS WHILE CONSIDERING UNCERTAINTY

O. Wysocki, Y. Xu, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 45–52, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-45-2021,https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-45-2021, 2021

INFORMATION ACQUISITION ON PEDESTRIAN MOVEMENTS IN URBAN TRAFFIC WITH A MOBILE MULTI-SENSOR SYSTEM

B. Borgmann, M. Hebel, M. Arens, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 131–138, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-131-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-131-2021, 2021

A CONCEPT FOR THE SEGMENTATION OF INDIVIDUAL URBAN TREES FROM DENSE MLS POINT CLOUDS

P.-R. Hirt, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 171–178, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-171-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-171-2021, 2021

REVIEW ON PHOTOGRAMMETRIC SURFACE INSPECTION IN AUTOMOTIVE PRODUCTION

M. Hödel, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 511–518, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-511-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-511-2021, 2021

EFFICIENT TOUR PLANNING FOR A MEASUREMENT VEHICLE BY COMBINING NEXT BEST VIEW AND TRAVELING SALESMAN

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 729–736, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-729-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-729-2021, 2021

WEAKLY SUPERVISED PSEUDO-LABEL ASSISTED LEARNING FOR ALS POINT CLOUD SEMANTIC SEGMENTATION

P. Wang and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 43–50, https://doi.org/10.5194/isprs-annals-V-2-2021-43-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-43-2021, 2021

PLASTIC SURGERY FOR 3D CITY MODELS: A PIPELINE FOR AUTOMATIC GEOMETRY REFINEMENT AND SEMANTIC ENRICHMENT

O. Wysocki, B. Schwab, L. Hoegner, T. H. Kolbe, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2021, 17–24, https://doi.org/10.5194/isprs-annals-V-4-2021-17-2021,https://doi.org/10.5194/isprs-annals-V-4-2021-17-2021, 2021

ACCURACY INVESTIGATION ON IMAGE-BASED CHANGE DETECTION FOR BIM COMPLIANT INDOOR MODELS

T. Meyer, A. Brunn, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2021, 105–112, https://doi.org/10.5194/isprs-annals-V-4-2021-105-2021,https://doi.org/10.5194/isprs-annals-V-4-2021-105-2021, 2021

MINDFLOW BASED DENSE MATCHING BETWEEN TIR AND RGB IMAGES

J. Zhu, Z. Ye, Y. Xu, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 111–118, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-111-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-111-2020, 2020

DUAL PYRAMIDS ENCODER-DECODER NETWORK FOR SEMANTIC SEGMENTATION IN GROUND AND AERIAL VIEW IMAGES

S. L. Jiang, G. Li, W. Yao, Z. H. Hong, and T. Y. Kuc

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 605–610, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-605-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-605-2020, 2020

SEGMENTATION OF SINGLE STANDING DEAD TREES IN HIGH-RESOLUTION AERIAL IMAGERY WITH GENERATIVE ADVERSARIAL NETWORK-BASED SHAPE PRIORS

P. Polewski, J. Shelton, W. Yao, and M. Heurich

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 717–723, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-717-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-717-2020, 2020

CONCEPT ON LANDMARK DETECTION IN ROAD SCENE IMAGES TAKEN FROM A TOP-VIEW CAMERA SYSTEM

C. Albrecht, S. Kraus, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 205–209, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-205-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-205-2020, 2020

AUTOMATED UAV LIDAR STRIP ALIGNMENT IN FORESTED AREAS USING DENSITY-BASED CANOPY CLUSTERING

R. Fekry, W. Yao, and L. Cao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2020, 81–88, https://doi.org/10.5194/isprs-annals-V-1-2020-81-2020,https://doi.org/10.5194/isprs-annals-V-1-2020-81-2020, 2020

INFLUENCE OF IMAGE INTERPOLATION ON IMAGERY-BASED DETECTION AND COMPENSATION OF SATELLITE JITTER

Z. Ye, Y. Xu, C. Wei, X. Tong, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2020, 157–163, https://doi.org/10.5194/isprs-annals-V-1-2020-157-2020,https://doi.org/10.5194/isprs-annals-V-1-2020-157-2020, 2020

PEDESTRIAN DETECTION AND TRACKING IN SPARSE MLS POINT CLOUDS USING A NEURAL NETWORK AND VOTING-BASED APPROACH

B. Borgmann, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 187–194, https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020, 2020

EFFICIENT ESTIMATION OF 3D SHIFTS BETWEEN POINT CLOUDS USING LOW-FREQUENCY COMPONENTS OF PHASE CORRELATION

R. Huang, Y. Xu, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 227–234, https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020, 2020

RIDF: A ROBUST ROTATION-INVARIANT DESCRIPTOR FOR 3D POINT CLOUD REGISTRATION IN THE FREQUENCY DOMAIN

R. Huang, W. Yao, Z. Ye, Y. Xu, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 235–242, https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020, 2020

CHANGE DETECTION IN PHOTOGRAMMETRIC POINT CLOUDS FOR MONITORING OF ALPINE, GRAVITATIONAL MASS MOVEMENTS

A. Dinkel, L. Hoegner, A. Emmert, L. Raffl, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 687–693, https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020, 2020

CHANGE DETECTION AND DEFORMATION ANALYSIS BASED ON MOBILE LASER SCANNING DATA OF URBAN AREAS

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 703–710, https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020, 2020

COMPLETION OF SPARSE AND PARTIAL POINT CLOUDS OF VEHICLES USING A NOVEL END-TO-END NETWORK

Y. Xia, W. Liu, Z. Luo, Y. Xu, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 933–940, https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020, 2020

3D MAP SYSTEM FOR TREE MONITORING IN HONG KONG USING GOOGLE STREET VIEW IMAGERY AND DEEP LEARNING

M. Li and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2020, 765–772, https://doi.org/10.5194/isprs-annals-V-3-2020-765-2020,https://doi.org/10.5194/isprs-annals-V-3-2020-765-2020, 2020

PIA19+MRSS19 – PHOTOGRAMMETRIC IMAGE ANALYSIS 2019 & MUNICH REMOTE SENSING SYMPOSIUM 2019: PREFACE

U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 1–2, https://doi.org/10.5194/isprs-archives-XLII-2-W16-1-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-1-2019, 2019

A CONCEPT FOR AN AUTOMATED APPROACH OF PUBLIC TRANSPORT VEHICLES TO A BUS STOP

C. Albrecht, S. Kraus, A. Zimmermann, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 13–20, https://doi.org/10.5194/isprs-archives-XLII-2-W16-13-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-13-2019, 2019

SEMANTIC ROAD SCENE KNOWLEDGE FOR ROBUST SELF-CALIBRATION OF ENVIRONMENT-OBSERVING VEHICLE CAMERAS

A. Hanel and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 103–110, https://doi.org/10.5194/isprs-archives-XLII-2-W16-103-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-103-2019, 2019

DEAD WOOD DETECTION BASED ON SEMANTIC SEGMENTATION OF VHR AERIAL CIR IMAGERY USING OPTIMIZED FCN-DENSENET

S. Jiang, W. Yao, and M. Heurich

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 127–133, https://doi.org/10.5194/isprs-archives-XLII-2-W16-127-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-127-2019, 2019

A MATHEMATICAL SENSOR MODEL FOR INDOOR USE OF A MULTI-BEAM ROTATING 3D LIDAR

L. S. Tessema, R. Jaeger, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 227–234, https://doi.org/10.5194/isprs-archives-XLII-2-W16-227-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-227-2019, 2019

FUSION OF FEATURE BASED AND DEEP LEARNING METHODS FOR CLASSIFICATION OF MMS POINT CLOUDS

D. Tosic, S. Tuttas, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 235–242, https://doi.org/10.5194/isprs-archives-XLII-2-W16-235-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-235-2019, 2019

PIA19+MRSS19 – PHOTOGRAMMETRIC IMAGE ANALYSIS 2019 & MUNICH REMOTE SENSING SYMPOSIUM 2019: PREFACE

U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 1–2, https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019, 2019

SEMANTIC CHANGE DETECTION OF RIVER GROUND POINTS IN AIRBORNE LIDAR BATHYMETRY DATA USING VOXEL OCCUPANCIES

R. Boerner, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 9–15, https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019, 2019

USING NEURAL NETWORKS TO DETECT OBJECTS IN MLS POINT CLOUDS BASED ON LOCAL POINT NEIGHBORHOODS

B. Borgmann, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 17–24, https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019, 2019

A REPRESENTATION OF MLS DATA AS A BASIS FOR TERRAIN NAVIGABILITY ANALYSIS AND SENSOR DEPLOYMENT PLANNING

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 39–46, https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019, 2019

MONOCULAR-DEPTH ASSISTED SEMI-GLOBAL MATCHING

M. Hödel, T. Koch, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 55–62, https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019, 2019

SEMANTIC LABELING AND REFINEMENT OF LIDAR POINT CLOUDS USING DEEP NEURAL NETWORK IN URBAN AREAS

R. Huang, Z. Ye, D. Hong, Y. Xu, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 63–70, https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019, 2019

ULTRA-HIGH RESOLUTION IMAGING OF FACADES AND VERTICAL INFRASTRUCTURE BY CARBORNE SAR AND AIRBORNE CSAR

S. Palm, R. Sommer, A. Tessmann, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 129–136, https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019, 2019

USING COHERENT SCATTERERS IN TIME SERIES OF HIGH RESOLUTION SAR IMAGES FOR THE MONITORING OF CONSTRUCTION ACTIVITY

C. Villamil Lopez and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 183–187, https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019, 2019

CONTOUR EXTRACTION OF PLANAR ELEMENTS OF BUILDING FACADES FROM POINT CLOUDS USING GLOBAL GRAPH-BASED CLUSTERING

Y. Xu and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 211–219, https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019, 2019

DIRECT CO-REGISTRATION OF TIR IMAGES AND MLS POINT CLOUDS BY CORRESPONDING KEYPOINTS

J. Zhu, Y. Xu, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 235–242, https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019, 2019

PREFACE – ISPRS WORKSHOP LASER SCANNING 2019

J. Boehm, M. Rutzinger, B. Yang, M. Weinmann, B. Riveiro, and W. Yao

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 915–917, https://doi.org/10.5194/isprs-archives-XLII-2-W13-915-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-915-2019, 2019

FAST PAIRWISE COARSE REGISTRATION BETWEEN POINT CLOUDS OF CONSTRUCTION SITES USING 2D PROJECTION BASED PHASE CORRELATION

R. Huang, Z. Ye, R. Boerner, W. Yao, Y. Xu, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1015–1020, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1015-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1015-2019, 2019

PRECISE DISPARITY ESTIMATION FOR NARROW BASELINE STEREO BASED ON MULTISCALE SUPERPIXELS AND PHASE CORRELATION

Z. Ye, Y. Xu, L. Hoegner, X. Tong, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 147–153, https://doi.org/10.5194/isprs-archives-XLII-2-W13-147-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-147-2019, 2019

VERTICAL ORIENTATION CORRECTION OF UAV IMAGE-BASED POINT CLOUDS USING STATISTICAL MODELING OF GABLE ROOF GEOMETRY

P. Polewski, W. Yao, and L. Fang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 519–523, https://doi.org/10.5194/isprs-archives-XLII-2-W13-519-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-519-2019, 2019

PREFACE – ISPRS WORKSHOP LASER SCANNING 2019

J. Boehm, M. Rutzinger, B. Yang, M. Weinmann, B. Riveiro, and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 313–315, https://doi.org/10.5194/isprs-annals-IV-2-W5-313-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-313-2019, 2019

A FAST VOXEL-BASED INDICATOR FOR CHANGE DETECTION USING LOW RESOLUTION OCTREES

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 357–364, https://doi.org/10.5194/isprs-annals-IV-2-W5-357-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-357-2019, 2019

L1-NORM FITTING OF ELLIPTIC PARABOLOIDS WITH PRIOR INFORMATION FOR ENHANCED CONIFEROUS TREE LOCALIZATION IN ALS POINT CLOUDS

P. Polewski, W. Yao, and M. Heurich

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 429–436, https://doi.org/10.5194/isprs-annals-IV-2-W5-429-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-429-2019, 2019

THE REVIEWING PROCESS FOR ISPRS EVENTS

C. Mallet, I. Dowman, G. Vosselman, U. Stilla, L. Halounova, and N. Paparoditis

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-5, 53–58, https://doi.org/10.5194/isprs-annals-IV-5-53-2018,https://doi.org/10.5194/isprs-annals-IV-5-53-2018, 2018

EXTRACTION OF SOLAR CELLS FROM UAV-BASED THERMAL IMAGE SEQUENCES

L. Hoegner, N. Pfaffenzeller, L. Wagner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1, 69–75, https://doi.org/10.5194/isprs-annals-IV-1-69-2018,https://doi.org/10.5194/isprs-annals-IV-1-69-2018, 2018

REGISTRATION OF UAV DATA AND ALS DATA USING POINT TO DEM DISTANCES FOR BATHYMETRIC CHANGE DETECTION

R. Boerner, Y. Xu, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 51–58, https://doi.org/10.5194/isprs-archives-XLII-1-51-2018,https://doi.org/10.5194/isprs-archives-XLII-1-51-2018, 2018

FUSION OF 3D POINT CLOUDS WITH TIR IMAGES FOR INDOOR SCENE RECONSTRUCTION

L. Hoegner, T. Abmayr, D. Tosic, S. Turzer, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 189–194, https://doi.org/10.5194/isprs-archives-XLII-1-189-2018,https://doi.org/10.5194/isprs-archives-XLII-1-189-2018, 2018

DEM BASED REGISTRATION OF MULTI-SENSOR AIRBORNE POINT CLOUDS EXEMPLARY SHOWN ON A RIVER SIDE IN NON URBAN AREA

R. Boerner, Y. Xu, L. Hoegner, R. Baran, F. Steinbacher, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 109–116, https://doi.org/10.5194/isprs-archives-XLII-2-109-2018,https://doi.org/10.5194/isprs-archives-XLII-2-109-2018, 2018

USAGE OF MULTIPLE LIDAR SENSORS ON A MOBILE SYSTEM FOR THE DETECTION OF PERSONS WITH IMPLICIT SHAPE MODELS

B. Borgmann, M. Hebel, M. Arens, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 125–131, https://doi.org/10.5194/isprs-archives-XLII-2-125-2018,https://doi.org/10.5194/isprs-archives-XLII-2-125-2018, 2018

SEMANTIC SEGMENTATION OF BUILDING ELEMENTS USING POINT CLOUD HASHING

M. Chizhova, A. Gurianov, M. Hess, T. Luhmann, A. Brunn, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 241–250, https://doi.org/10.5194/isprs-archives-XLII-2-241-2018,https://doi.org/10.5194/isprs-archives-XLII-2-241-2018, 2018

EVALUATION OF A TRAFFIC SIGN DETECTOR BY SYNTHETIC IMAGE DATA FOR ADVANCED DRIVER ASSISTANCE SYSTEMS

A. Hanel, D. Kreuzpaintner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 425–432, https://doi.org/10.5194/isprs-archives-XLII-2-425-2018,https://doi.org/10.5194/isprs-archives-XLII-2-425-2018, 2018

METRIC SCALE CALCULATION FOR VISUAL MAPPING ALGORITHMS

A. Hanel, A. Mitschke, R. Boerner, D. Van Opdenbosch, L. Hoegner, D. Brodie, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 433–440, https://doi.org/10.5194/isprs-archives-XLII-2-433-2018,https://doi.org/10.5194/isprs-archives-XLII-2-433-2018, 2018

A VOXEL-BASED METADATA STRUCTURE FOR CHANGE DETECTION IN POINT CLOUDS OF LARGE-SCALE URBAN AREAS

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 97–104, https://doi.org/10.5194/isprs-annals-IV-2-97-2018,https://doi.org/10.5194/isprs-annals-IV-2-97-2018, 2018

CLASSIFICATION OF MLS POINT CLOUDS IN URBAN SCENES USING DETRENDED GEOMETRIC FEATURES FROM SUPERVOXEL-BASED LOCAL CONTEXTS

Z. Sun, Y. Xu, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 271–278, https://doi.org/10.5194/isprs-annals-IV-2-271-2018,https://doi.org/10.5194/isprs-annals-IV-2-271-2018, 2018

3D SEMANTIC LABELING OF ALS DATA BASED ON DOMAIN ADAPTION BY TRANSFERRING AND FUSING RANDOM FOREST MODELS

J. Wu, W. Yao, J. Zhang, and Y. Li

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 1883–1887, https://doi.org/10.5194/isprs-archives-XLII-3-1883-2018,https://doi.org/10.5194/isprs-archives-XLII-3-1883-2018, 2018

GENERATION OF GROUND TRUTH DATASETS FOR THE ANALYSIS OF 3D POINT CLOUDS IN URBAN SCENES ACQUIRED VIA DIFFERENT SENSORS

Y. Xu, Z. Sun, R. Boerner, T. Koch, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 2009–2015, https://doi.org/10.5194/isprs-archives-XLII-3-2009-2018,https://doi.org/10.5194/isprs-archives-XLII-3-2009-2018, 2018

SEMANTIC LABELLING OF ULTRA DENSE MLS POINT CLOUDS IN URBAN ROAD CORRIDORS BASED ON FUSING CRF WITH SHAPE PRIORS

W. Yao, P. Polewski, and P. Krzystek

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W7, 971–976, https://doi.org/10.5194/isprs-archives-XLII-2-W7-971-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W7-971-2017, 2017

DETECTION OF PERSONS IN MLS POINT CLOUDS

B. Borgmann, M. Hebel, M. Arens, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W7, 203–210, https://doi.org/10.5194/isprs-archives-XLII-2-W7-203-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W7-203-2017, 2017

VOXEL BASED SEGMENTATION OF LARGE AIRBORNE TOPOBATHYMETRIC LIDAR DATA

R. Boerner, L. Hoegner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 107–114, https://doi.org/10.5194/isprs-archives-XLII-1-W1-107-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-107-2017, 2017

STRUCTURE-FROM-MOTION FOR CALIBRATION OF A VEHICLE CAMERA SYSTEM WITH NON-OVERLAPPING FIELDS-OF-VIEW IN AN URBAN ENVIRONMENT

A. Hanel and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 181–188, https://doi.org/10.5194/isprs-archives-XLII-1-W1-181-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-181-2017, 2017

VOXEL- AND GRAPH-BASED POINT CLOUD SEGMENTATION OF 3D SCENES USING PERCEPTUAL GROUPING LAWS

Y. Xu, L. Hoegner, S. Tuttas, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 43–50, https://doi.org/10.5194/isprs-annals-IV-1-W1-43-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-43-2017, 2017

AN APPROACH TO EXTRACT MOVING OBJECTS FROM MLS DATA USING A VOLUMETRIC BACKGROUND REPRESENTATION

J. Gehrung, M. Hebel, M. Arens, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 107–114, https://doi.org/10.5194/isprs-annals-IV-1-W1-107-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-107-2017, 2017

IMPROVING ACTIVE QUERIES WITH A LOCAL SEGMENTATION STEP AND APPLICATION TO LAND COVER CLASSIFICATION

S. Wuttke, W. Middelmann, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 165–173, https://doi.org/10.5194/isprs-annals-IV-1-W1-165-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-165-2017, 2017

A FRAMEWORK FOR VOXEL-BASED GLOBAL SCALE MODELING OF URBAN ENVIRONMENTS

Joachim Gehrung, Marcus Hebel, Michael Arens, and Uwe Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W1, 45–51, https://doi.org/10.5194/isprs-archives-XLII-2-W1-45-2016,https://doi.org/10.5194/isprs-archives-XLII-2-W1-45-2016, 2016

CLASSIFICATION OF URBAN AERIAL DATA BASED ON PIXEL LABELLING WITH DEEP CONVOLUTIONAL NEURAL NETWORKS AND LOGISTIC REGRESSION

W. Yao, P. Poleswki, and P. Krzystek

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 405–410, https://doi.org/10.5194/isprs-archives-XLI-B7-405-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-405-2016, 2016

CLASSIFICATION OF PHOTOGRAMMETRIC POINT CLOUDS OF SCAFFOLDS FOR CONSTRUCTION SITE MONITORING USING SUBSPACE CLUSTERING AND PCA

Y. Xu, S. Tuttas, L. Heogner, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 725–732, https://doi.org/10.5194/isprs-archives-XLI-B3-725-2016,https://doi.org/10.5194/isprs-archives-XLI-B3-725-2016, 2016

EVALUATION OF METHODS FOR COREGISTRATION AND FUSION OF RPAS-BASED 3D POINT CLOUDS AND THERMAL INFRARED IMAGES

L. Hoegner, S. Tuttas, Y. Xu, K. Eder, and U. Stilla

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 241–246, https://doi.org/10.5194/isprs-archives-XLI-B3-241-2016,https://doi.org/10.5194/isprs-archives-XLI-B3-241-2016, 2016

PALM TREE DETECTION USING CIRCULAR AUTOCORRELATION OF POLAR SHAPE MATRIX

A. Manandhar, L. Hoegner, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-3, 465–472, https://doi.org/10.5194/isprs-annals-III-3-465-2016,https://doi.org/10.5194/isprs-annals-III-3-465-2016, 2016

SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

D. Marmanis, J. D. Wegner, S. Galliani, K. Schindler, M. Datcu, and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-3, 473–480, https://doi.org/10.5194/isprs-annals-III-3-473-2016,https://doi.org/10.5194/isprs-annals-III-3-473-2016, 2016

QUALITY ASSESSMENT OF BUILDING TEXTURES EXTRACTED FROM OBLIQUE AIRBORNE THERMAL IMAGERY

D. Iwaszczuk and U. Stilla

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-1, 3–8, https://doi.org/10.5194/isprs-annals-III-1-3-2016,https://doi.org/10.5194/isprs-annals-III-1-3-2016, 2016

AUTOMATED COARSE REGISTRATION OF POINT CLOUDS IN 3D URBAN SCENES USING VOXEL BASED PLANE CONSTRAINT

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