K-MEANS CLUSTERING BASED ON OMNIVARIANCE ATTRIBUTE FOR BUILDING DETECTION FROM AIRBORNE LIDAR DATA

dos Santos, R. C.; Galo, M.; Habib, A. F.

doi:https://doi.org/10.5194/isprs-annals-V-2-2022-111-2022

Convolutional Neural Networks for Road Detection: An Unsupervised Domain Adaptation Approach

Gustavo Rota Collegio, Aluir Porfírio Dal Poz, Antonio Gaudencio Guimarães Filho, and Ayman Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 65–71, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-65-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-65-2024, 2024

COMPARATIVE ANALYSIS OF MORPHOLOGICAL (MCSS) AND LEARNING-BASED (SPG) STRATEGIES FOR DETECTING SIGNAGE OCCLUSIONS ALONG TRANSPORTATION CORRIDORS

N. Pascucci, S.-Y. Shin, M. Hodaei, D. Dominici, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1651–1658, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1651-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1651-2023, 2023

AUTOMATED FINE-SCALE FOREST INVENTORY USING BACKPACK LIDAR – A STRATEGY BASED ON FEATURE EXTRACTION, MATCHING, AND TRACKING FROM INTEGRATED SCANS

H. Rastiveis, T. Zhou, C. Zhao, S. Fei, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1779–1786, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1779-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1779-2023, 2023

FOREST FEATURE LIDAR SLAM (F²-LSLAM) AND INTEGRATED SCAN SIMULTANEOUS TRAJECTORY ENHANCEMENT AND MAPPING (IS²-TEAM) FOR ACCURATE FOREST INVENTORY USING BACKPACK SYSTEMS

C. Zhao, T. Zhou, S. Fei, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1823–1830, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1823-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1823-2023, 2023

SEMANTIC SEGMENTATION OF UAV LIDAR DATA FOR TREE PLANTATIONS

J. Shao, A. Habib, and S. Fei

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1901–1906, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1901-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1901-2023, 2023

ALTERNATIVE LIDAR TECHNOLOGIES FOR STOCKPILE MONITORING AND REPORTING

Y. Koshan, R. Manish, M. Joseph, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 649–656, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-649-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-649-2023, 2023

MULTI-PRIMITIVE TRIANGULATION OF AIRBORNE AND TERRESTRIAL MOBILE MAPPING IMAGE AND LIDAR DATA

T. Zhou, J. Liu, S. Shin, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 587–594, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-587-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-587-2023, 2023

IN-SITU CALIBRATION AND TRAJECTORY ENHANCEMENT OF UAV AND BACKPACK LIDAR SYSTEMS FOR HIGH-RESOLUTION FOREST INVENTORY

T. Zhou, R. Manish, S. Fei, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 595–602, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-595-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-595-2023, 2023

MULTI-MODAL TRIANGULATION FOR IN-SITU BORESIGHT CALIBRATION OF FRAME AND LINE CAMERAS ONBOARD GNSS/INS-ASSISTED UAVS

M. Hasheminasab, T. Zhou, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 51–57, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-51-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-51-2022, 2022

COMPARISON BETWEEN AIRBORNE LIDAR DATA AND DIGITAL IMAGE MATCHING FOR SURFACE RECONSTRUCTION

A. C. Carrilho, R. C. dos Santos, G. G. Pessoa, and M. Galo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W12-2020, 509–514, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-509-2020,https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-509-2020, 2020

AUTOMATIC BUILDING CHANGE DETECTION USING MULTI-TEMPORAL AIRBORNE LIDAR DATA

R. C. dos Santos, M. Galo, A. C. Carrilho, G. G. Pessoa, and R. A. R. de Oliveira

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W12-2020, 19–24, https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-19-2020,https://doi.org/10.5194/isprs-archives-XLII-3-W12-2020-19-2020, 2020

LIDAR-BASED LANE MARKING EXTRACTION THROUGH INTENSITY THRESHOLDING AND DEEP LEARNING APPROACHES: A PAVEMENT-BASED ASSESSMENT

Y.-T. Cheng, A. Patel, D. Bullock, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 507–514, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-507-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-507-2020, 2020

COMPARATIVE EVALUATION OF DERIVED IMAGE AND LIDAR POINT CLOUDS FROM UAV-BASED MOBILE MAPPING SYSTEMS

T. Zhou, S. M. Hasheminasab, Y.-C. Lin, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 169–175, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-169-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-169-2020, 2020

MAPPING ROADWAY DRAINAGE DITCHES USING MOBILE LIDAR

Y.-C. Lin, D. Bullock, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 187–192, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-187-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-187-2020, 2020

HIGHWAY AND AIRPORT RUNWAY PAVEMENT INSPECTION USING MOBILE LiDAR

R. Ravi, D. Bullock, and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 349–354, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-349-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-349-2020, 2020

AUTOMATIC OBJECT EXTRACTION FROM HIGH RESOLUTION AERIAL IMAGERY WITH SIMPLE LINEAR ITERATIVE CLUSTERING AND CONVOLUTIONAL NEURAL NETWORKS

A. C. Carrilho and M. Galo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 61–66, https://doi.org/10.5194/isprs-archives-XLII-2-W16-61-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W16-61-2019, 2019

BUILDING DETECTION FROM LIDAR DATA USING ENTROPY AND THE K-MEANS CONCEPT

R. C. dos Santos, G. G. Pessoa, A. C. Carrilho, and M. Galo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 969–974, https://doi.org/10.5194/isprs-archives-XLII-2-W13-969-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-969-2019, 2019

URBAN SCENE CLASSIFICATION USING FEATURES EXTRACTED FROM PHOTOGRAMMETRIC POINT CLOUDS ACQUIRED BY UAV

G. G. Pessoa, R. C. Santos, A. C. Carrilho, M. Galo, and A. Amorim

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 511–518, https://doi.org/10.5194/isprs-archives-XLII-2-W13-511-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-511-2019, 2019

STATISTICAL OUTLIER DETECTION METHOD FOR AIRBORNE LIDAR DATA

A. C. Carrilho, M. Galo, and R. C. Santos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 87–92, https://doi.org/10.5194/isprs-archives-XLII-1-87-2018,https://doi.org/10.5194/isprs-archives-XLII-1-87-2018, 2018

BUILDING BOUNDARY EXTRACTION FROM LIDAR DATA USING A LOCAL ESTIMATED PARAMETER FOR ALPHA SHAPE ALGORITHM

R. C. dos Santos, M. Galo, and A. C. Carrilho

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 127–132, https://doi.org/10.5194/isprs-archives-XLII-1-127-2018,https://doi.org/10.5194/isprs-archives-XLII-1-127-2018, 2018

COMPARATIVE ANALYSIS OF DIFFERENT LIDAR SYSTEM CALIBRATION TECHNIQUES

M. Miller and A. Habib

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B1, 229–235, https://doi.org/10.5194/isprs-archives-XLI-B1-229-2016,https://doi.org/10.5194/isprs-archives-XLI-B1-229-2016, 2016

K-MEANS CLUSTERING BASED ON OMNIVARIANCE ATTRIBUTE FOR BUILDING DETECTION FROM AIRBORNE LIDAR DATA

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