P. Krzystek

发表

Towards 3D mapping of forests: A comparative study with first/last pulse and full waveform LiDAR data

Uwe Stilla, Peter Krzystek, J. Reitberger, 2008 .

COMBINED TREE SEGMENTATION AND STEM DETECTION USING FULL WAVEFORM LIDAR DATA

J. Reitberger, P. Krzystek, Uwe Stilla, 2007 .

3D segmentation of full waveform LiDAR data for single tree detection using normalized cut

J. Reitberger, C. Schnoerr, P. Krzystek, 2008 .

Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees

J. Reitberger, P. Krzystek, Uwe Stilla, 2008 .

Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data

P. Krzystek, W. Yao, M. Heurich, 2012 .

3D segmentation of single trees exploiting full waveform LIDAR data

J. Reitberger, P. Krzystek, Uwe Stilla, 2009 .

Sensitivity Analysis of 3D Individual Tree Detection from LiDAR Point Clouds of Temperate Forests

Marco Heurich, Wei Yao, Jan Krull, 2014 .

Lidar Strip Adjustment with Automatically Reconstructed Roof Shapes

Peter Krzystek, Matthias Rentsch, P. Krzystek, 2012 .

Biomass assessment of open woodland trees based on a 3 D normalized cut segmentation of full waveform LiDAR data

J. Reitberger, P. Krzystek, M. Rentsch, 2010 .

3 D segmentation of non-forest trees for biomass assessment using LiDAR data

J. Reitberger, P. Krzystek, M. Rentsch, 2011 .

Validation of Heights Derived from Interferometric SAR and LIDAR over the Temperate Forest Site Nationalpark Bayerischer Wald

Irena Hajnsek, Marco Heurich, Konstantinos Papathanassiou, 2005 .

A Sensitivity analysis for a novel individual tree segmentation algorithm using 3D lidar point cloud data

P. Krzystek, W. Yao, M. Heurich, 2012 .

Estimating over- and understorey canopy density of temperate mixed stands by airborne LiDAR data

Marco Heurich, Stefan Dech, Florian Hartig, 2016 .

Detection of fallen trees in ALS point clouds using a Normalized Cut approach trained by simulation

Uwe Stilla, Marco Heurich, Wei Yao, 2015 .

Detection of radioactive waste sites in the Chornobyl exclusion zone using UAV-based lidar data and multispectral imagery

G. Vosselman, P. Krzystek, S. Briechle, 2020 .

Adaptive stopping criterion for top-down segmentation of ALS point clouds in temperate coniferous forests

Marco Heurich, Andrew K. Skidmore, Przemyslaw Polewski, 2018, ISPRS Journal of Photogrammetry and Remote Sensing.

Detection of single tree stems in forested areas from high density ALS point clouds using 3D shape descriptors

Andrew K. Skidmore, Wei Yao, Przemyslaw Polewski, 2017 .

A voting-based statistical cylinder detection framework applied to fallen tree mapping in terrestrial laser scanning point clouds

Uwe Stilla, Marco Heurich, Wei Yao, 2017 .

IDENTIFYING STANDING DEAD TREES IN FOREST AREAS BASED ON 3D SINGLE TREE DETECTION FROM FULL WAVEFORM LIDAR DATA

Marco Heurich, Wei Yao, Peter Krzystek, 2012 .

DETECTION OF FALLEN TREES IN ALS POINT CLOUDS BY LEARNING THE NORMALIZED CUT SIMILARITY FUNCTION FROM SIMULATED SAMPLES

Uwe Stilla, Marco Heurich, Wei Yao, 2014 .

Detection of fallen trees in ALS point clouds of a temperate forest by combining point/primitive-level shape descriptors

Uwe Stilla, Marco Heurich, Wei Yao, 2014 .

FILTERING OF LASER SCANNING DATA IN FOREST AREAS USING FINITE ELEMENTS

Peter Krzystek, P. Krzystek, 2003 .

Advanced Lidar Data Processing with Lastools

Peter Krzystek, P. Krzystek, C. Hug, 2004 .

Classification of Tree Species and Standing Dead Trees with Lidar Point Clouds Using Two Deep Neural Networks: PointCNN and 3DmFV-Net

P. Krzystek, S. Briechle, Maximilian Hell, 2022, PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science.

UAV-BASED DETECTION OF UNKNOWN RADIOACTIVE BIOMASS DEPOSITS IN CHERNOBYL’S EXCLUSION ZONE

P. Krzystek, S. Briechle, N. Molitor, 2018, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Heterogeneity–diversity relationships differ between and within trophic levels in temperate forests

T. Hothorn, S. Levick, P. Krzystek, 2020, Nature Ecology & Evolution.

NOVEL SINGLE TREE DETECTION BY TRANSFORMERS USING UAV-BASED MULTISPECTRAL IMAGERY

P. Krzystek, M. Heurich, A. Schöttl, 2022, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Combining Active and Semisupervised Learning of Remote Sensing Data Within a Renyi Entropy Regularization Framework

Uwe Stilla, Marco Heurich, Wei Yao, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Radar vision in the mapping of forest biodiversity from space

Marco Heurich, Torsten Hothorn, Franz-Sebastian Krah, 2019, Nature Communications.

Complete Automation of Digital Aerial Triangulation

P. Krzystek, P. Krzystek, F. Ackermann, 1997 .

Large-Scale Mapping of Tree Species and Dead Trees in Šumava National Park and Bavarian Forest National Park Using Lidar and Multispectral Imagery

Marco Heurich, Claudius Schnörr, Alla Serebryanyk, 2020, Remote. Sens..

Classification of Tree Species as Well as Standing Dead Trees Using Triple Wavelength ALS in a Temperate Forest

Marco Heurich, Andrew K. Skidmore, Peter Krzystek, 2019, Remote. Sens..

Feature Relevance Assessment Of Multispectral Airborne Lidar Data For Tree Species Classification

Andrew K. Skidmore, Peter Krzystek, N. Amiri, 2018 .

Feature relavance assessment for single tree species classification using ALS point clouds and aerial imagery

Marco Heurich, Andrew K. Skidmore, Wei Yao, 2016 .

ENHANCED DETECTION OF 3D INDIVIDUAL TREES IN FORESTED AREAS USING AIRBORNE FULL-WAVEFORM LIDAR DATA BY COMBINING NORMALIZED CUTS WITH SPATIAL DENSITY CLUSTERING

Marco Heurich, Wei Yao, Peter Krzystek, 2013 .

3D segmentation and classification of single trees with full waveform LIDAR data

Uwe Stilla, Peter Krzystek, J. Reitberger, 2008 .

Heterogeneity–diversity relationships differ between and within trophic levels in temperate forests

S. Levick, P. Krzystek, M. Heurich, 2020, Nature Ecology & Evolution.

Silvi-Net - A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data

George Vosselman, Peter Krzystek, Sebastian Briechle, 2021, Int. J. Appl. Earth Obs. Geoinformation.

CLASSIFICATION OF TREE SPECIES AND STANDING DEAD TREES BY FUSING UAV-BASED LIDAR DATA AND MULTISPECTRAL IMAGERY IN THE 3D DEEP NEURAL NETWORK POINTNET++

G. Vosselman, P. Krzystek, S. Briechle, 2020 .

SEMANTIC LABELING OF ALS POINT CLOUDS FOR TREE SPECIES MAPPING USING THE DEEP NEURAL NETWORK POINTNET++

George Vosselman, Peter Krzystek, S. Briechle, 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Combining graph-cut clustering with object-based stem detection for tree segmentation in highly dense airborne lidar point clouds

Marco Heurich, Peter Krzystek, Sebastian Dersch, 2021 .

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

Wei Yao, Peter Krzystek, P. Krzystek, 2016 .

A laboratory for conceiving Essential Biodiversity Variables (EBVs)—The ‘Data pool initiative for the Bohemian Forest Ecosystem’

A. Skidmore, L. Homolová, P. Krzystek, 2021, Methods in Ecology and Evolution.

Estimation of River Discharge Using Satellite Altimetry and Optical Remote Sensing Images

P. Krzystek, C. Schwatke, D. Scherer, 2020 .

Extraction of Non-forest Trees for Biomass Assessment Based on Airborne and Terrestrial LiDAR Data

Peter Krzystek, Matthias Rentsch, Alfons Krismann, 2011, PIA.

DETECTION OF SINGLE STANDING DEAD TREES FROM AERIAL COLOR INFRARED IMAGERY BY SEGMENTATION WITH SHAPE AND INTENSITY PRIORS

Marco Heurich, Uwe Stilla, Wei Yao, 2015 .

Active learning approach to detecting standing dead trees from ALS point clouds combined with aerial infrared imagery

Uwe Stilla, Marco Heurich, Wei Yao, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Learning a constrained conditional random field for enhanced segmentation of fallen trees in ALS point clouds

Uwe Stilla, Marco Heurich, Wei Yao, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

OBJECT-BASED COREGISTRATION OF TERRESTRIAL PHOTOGRAMMETRIC AND ALS POINT CLOUDS IN FORESTED AREAS

Uwe Stilla, Nicholas C. Coops, Wei Yao, 2016 .

Author Correction: Heterogeneity–diversity relationships differ between and within trophic levels in temperate forests

T. Hothorn, S. Levick, P. Krzystek, 2020, Nature Ecology & Evolution.

Towards complete tree crown delineation by instance segmentation with mask R–CNN and DETR using UAV-based multispectral imagery and lidar data

P. Krzystek, M. Heurich, A. Schöttl, 2023, ISPRS Open Journal of Photogrammetry and Remote Sensing.

FREE SHAPE CONTEXT DESCRIPTORS OPTIMIZED WITH GENETIC ALGORITHM FOR THE DETECTION OF DEAD TREE TRUNKS IN ALS POINT CLOUDS

Marco Heurich, Uwe Stilla, Wei Yao, 2015 .

BENEFIT OF AIRBORNE FULL WAVEFORM LIDAR FOR 3D SEGMENTATION AND CLASSIFICATION OF SINGLE TREES

Uwe Stilla, Peter Krzystek, J. Reitberger, 2009 .

SINGLE TREE DETECTION IN FOREST AREAS WITH HIGH-DENSITY LIDAR DATA

U. Stilla, J. Reitberger, M. Heurich, 2007 .

ANALYSIS OF FULL WAVEFORM LIDAR DATA FOR TREE SPECIES CLASSIFICATION

Uwe Stilla, Peter Krzystek, J. Reitberger, 2006 .

Effects of heterogeneity on the ecological diversity and redundancy of forest fauna

Nadja K. Simons, P. Krzystek, M. Heurich, 2023, Basic and Applied Ecology.