ISPRS Virtual Event of the 2020 Presentations - Contents in : Technical Commission III

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Technical Commission I

Technical Commission II

Technical Commission III

Technical Commission IV

Technical Commission V

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2021 - Institutions Gold

2021 - Institutions Silver

Tags

2d cad models

2d-3d registration

2d/3d mapping

3-d displacement

3-d scanning

3d building models

3d built-up intensity

3d cadastre

3d city modelling

3d city models

3d data

3d edges

3d field data

3d heritage

3d mapping

3d model

3d modeling

3d modelling

3d national standard

3d object reconstruction

3d point cloud

3d point clouds

3d reconstruction

3d representation

3d scanned point clouds

3d scanner

3d scene reconstruction

3d surface analysis

3d user interfaces

3d visualization

a contrario detection

a?oli

accessibility

accuracy assessment

accuracy evaluation

active fault

active learning

active slam

aerial image

aerial images

aerial photogrammetry

aerodrome obstacle data

affine shape estimation

affine transformation

ahp

air quality

airborne lidar

alos

amazon forest

analogue aerial images

and random forest classifier

android app

animal manure

anomaly detection

ant behavior

ant colony optimization

anthropogenic activities

anthropology

apollo 11

ar (augmented reality)

archaeology

archaeology mapping

architectural drawing

archive data digitization

artificial neural network

aster

attention mechanism

attribute profiles

augmented reality

automated digital odontometry (ado)

automatic identification system

backscatter

banded vaults

baroque palaces

benchmark

benchmark dataset

benchmarking of high-resolution land cover maps in africa

big geospatial raster data

bike-sharing

bim

binary integer programming

biome

biomechanics

biosciences

biplanar videoradiogrphy

block adjustment

blur

bornuur soum

bridge

building

building archaeology

building damage assessment

building detection

building extraction

building map

building modelling

buildings

built heritage documentation

built-up volume density

bundle adjustement

bundle block adjustment

bush fire

business

calibration

camera

camera calibration

camera tracking

capon

cartographic generalization

cartography

cartography and citizenship activities

catalogue

causality

celtic coins

census

census data

cerrado

challenge-based learning

challenges

change analysis

change detection

change-detection

changes analysis

chimera

china

choreographic modelling

circular structure detection

citizen science

citygml

classification

climate change

climate data

climate monitoring

climate visualization

close range photogrammetry

cloud classification

cloud computing

cloud detection

cloudfree ndvi

cluster analysis

clustering

cnn

co-registration

collaborative learning

community mapping

component tree

computational geometry

computed tomography

computer vision

concrete bridges

concrete cracks

conservation

control behaviour

convolutional neural network

convolutional neural networks

coordinate metrology

coordinate systems

correlation

correspondence

covid-19

cpd

crack detection

cracking detection and localization

crevices

crisis mapping

critically polluted

crop structural changes

crop type mapping

cropland suitability

cross-border cooperation

crowd-sourced images

crowdsourcing

cultural heritage

cultural heritage.

cycle generative adversarian networks

damage

data augmentation

data exploration

data fusion

data generation

data integration

data management

data mining

data model

data post-processing

data pre-processing

data preprocessing

data structure

data visualization

database

database performance

dataset

dbscan

decision fusion

decision tree

deep learning

deep neural network

deep neural networks

deep-learning

deeplabv3+

deflection

deforestation

deformation models

delaunay

dem/dtm

dempster-shafer theory

dense image matching

dense matching

densely vegetated area

descriptor learning

descriptors

detection

detectors

digital archives

digital reconstruction

digital surface model

digital surface models

direct georeferencing

direct photogrammetry

disaster

disaster management

discrete cosine transform

disparity

disparity refinement

distortion

documentation

domain adaptation

drone

dsm

dtm

dtms

dwelling detection

dynamic environment

dynamic scene analysis

e-learning

e-tourism

earth observation

earthquake

economic activity

edge refinement

education

educational resource

educational resources

egyptian tombs

ekf.

energy efficiency

enrichment

environmental degradation

environmental impact

erosion

evaluation

exclusion map

explainability

exploration

extended reality

exterior orientation

external orientation

fac _ade reconstruction

facial approximation

fan-shaped distance meter system

faster r-cnn

faster r-cnns

fca

feature extraction

feature matching

feature orientation

feature tracking

fingerprinting

fire detection

fire station

fixed threshold

flavescence dor?e grapevine disease

flexible riser

floating car data

flood

flood mapping

floor plan

flow map

flownet 2.0

forested area

fractional order derivative

free and open source

free and open source software

free apps

frequency scanning interferometry

frost heave deformations

full waveform

fully convolutional network

ga-net

gbxml

gcn

generalization

generative adversarial network (gan)

generative adversarial networks

generative models

geo-visualisation

geobim

geoespatial activities in school

geographic information system

geographic information systems

geoinformation technologies

geomechanics analysis

geometric learning

geometric quality assessment

geometrical analysis.

geosciences

geospatial application

geospatial data

geospatial techniques

geovisualization

gis

glaciers

global sfm

gnss

gnss signal

google earth engine

gps

gps trajectory

grasslands

grids

ground coverage ratio

ground extraction

ground filtering

growing degree days

growth stages

gully erosion

h-bim.

hand-held

haralick features

hazard reduction

hbim

head-up display

height

hexagon

hgis

hidden markov random field

hierarchical markov random models

high resolution

high-precision dem

historical images

historical maps

historical photographs

hololens

households estimation

human mobility

human mobility prediction

human-in-the-loop

humpback whales

hurricane

hyperspectral

hyperspectral image analysis

hyperspectral image classification

hyperspectral images

hyperspectral imaging

icp

illegal solid waste

image analysis

image enhancement

image matching

image orientation

image processing

image registration

image residual corrections

image-based rendering

imaging process

immersive analytics

inceptionv3

independent component analysis (ica)

indoor

indoor environments

indoor localization

indoor mapping

indoor positioning

indoor reconstruction

indoorgml

industry foundation classes

inertial navigation systems

informal settlement

information fusion

infrared thermography

infrastructure monitoring

initialization

insar time series analysis

inspection content

inspection method

inspire

instance segmentation

intangible cultural heritage

intelligent geospatial data analysis

interactive

interactive archives and collections

internal waves

interoperability

interpolation

interpretability

intertidal

intrinsic mean

ionosphere variability

iot

jitter detection

junction

k?ppen-geiger climate classification

ladm

lake ice

land change model (lcm)

land cover

land cover displacements

land cover mapping

land surface temperature

land use

land use and land cover change lucc

land use/ land cover

land-use

landfall hazard

landsat

landsat-8

landscape heritage

landscape responses

landslide

landslide susceptibility mapping

large datasets

large-scale dataset

laser scanning

laser spot

laser triangulation

laussedat

layover

lbs

learning object metadata

learning-by-doing

level line tree

level lines

lidar

lidar data

lidar odometry

lidar processing

lidar slam

lidar.

lie group

light field

limitation surfaces

line rasterization

livestock farming

localisation

localization

location-based services

location-based social network

lod

lod (levels of detail)

logistic problem

long-term

low-cost

low-cost stereo cameras

lulc

lunar laser ranging experiment

lytro

machine learning

magnetic resonance imaging

mahalanobis metric

maize

management

mapping

marine habitats

marine transportation

maritime domain awareness

marked point process

marker-less

markov chain

mask r-cnn

matching

mav

mcva method

mems

meris

mesh fusion

mesh mosaic

metadata

methane

metric quality assessment

metrophotography

microtopography

microwave brightness temperature

midline vector

mindflow

mirror view

mission planning

mixed reality

mobile application

mobile gis

mobile lidar system

mobile map

mobile mapping system

mobile phones

mobile robot

mobile tower

modelling

modis

mongolia

monitoring

motion trajectory

mountainous areas

movement prediction

moving objects detection

msg seviri

multi sensor

multi-criteria analysis

multi-epoch

multi-frame

multi-modal

multi-resolution

multi-sensor

multi-source learning

multi-spectral remote sensing

multi-stream

multi-temporal

multi-view

multi-view stereo

multidisciplinary

multilayer laser scanner

multimedia tools

multiple birth and death dynamics

multiple representations

multiresolution and multisensor fusion

multiscale approach

multisource data

multispectral imagery

multispectral images

multitemporal analysis

multithreading

muti-feature

nanotechnology

natural disaster

natural hazards

natural heritage

natural language

nature-inspired

navigation

ndei

net primary productivity

neural networks

neutrosophic logic

next-best-view

nilgiri

noise filtering

noise mapping

noise modeling

nurbs

obia

object classification

object detection

object tracking

object-based

observability criteria

obstacles detection

odontology

oil & gas

oil spill

oil tanks

olive groves

online path planning

ontologies

ontology

opacity-based edge highlighting

open data

open education

open source

open-source

openstreetmap

openstreetmaps

optical

optical blur

optical data

optical flow

optical flow estimation

optical image

optical imagery

optical images

optical satellite images

optimization

optimum location

optimum path generation

ordu (turkey)

origin-destination

orthoimage

orthophotos.

overlapping

owl

palaeoanthropology

pansharpening

parallax map

parallel lines

parking occupancy estimation

participatory gis

passive microwave images

path determination

pattern recognition

pattern spectra

persistent scatterer

persistent scatterer interferometry

phase congruency

phenology

photogrammetric point cloud

photogrammetry

photogrammetry for air navigation

physiognomies

pipeline inspection

pixel-adaptive convolution

pixel-based

pixel-wise classification

planar target

poi

point cloud

point cloud colouring

point cloud generation

point cloud geo-referencing

point cloud processing

point cloud segmentation

point clouds

point of interest

point-in-polygon

polsar image

polygon prediction

pose estimation

post-disaster

post-seismic deformation

ppk

precise point positioning

precision agriculture

precision viticulture

principal component analysis

proximity

pseudo-invariant features

psi

psinsar

quality prediction

quantification

railway tunnel

random forest

rapid mapping method

raw data

reconstruction error

regional planning authority

registration

regularization

reinforcement learning

relation network

relative orientation

relative radiometric normalization

remote sensing

remote sensing image classification

remote sensing videos

remotes sensing images

rendering

resection

reservoir

residual cost volume

resnet

ridge extraction

riss

riverine species

road extraction

road network hierarchy

road segmentation

road traffic noise

robot

robust pca

robustness to noise

rockfall fragmentation

ros/gazebo

rotational velocity

rotor blades

rss

rtk

sand dunes

sar

sar polarimetry

sar tomography

sarbagita

satellite

satellite data

satellite image time series

satellite imagery

satellite images

satellite remote sensing

satellite time series

scale

scan-to-bim

scene abstraction

scene classification

scientific olympiad

seamless positioning

seasonality parameters

seasonally frozen soil

segmentation

semantic

semantic 3d city models

semantic annotation

semantic description

semantic image segmentation

semantic modelling

semantic segmentation

semantic web

semantics

sensor and system calibration

sensor fusion

sentinel-1

sentinel-1 data

sentinel-1 sar

sentinel-2

sentinel-3

sfm

sfm/mvs

sgm

shadow

shape completion

shape context descriptor

shape regularization

shape-from-shading

shared spaces

shifting cultivation

shipwreck documentation

shukhov radio tower

signal strength

simbio-sys

simd

simile

simulation

simulation data

singrauli

situational awareness

slam

small historical urban centres

smart city

smart education

smart phones

smartphone

smartphone gps data

software development

soil heavy metal

solar photovoltaic

space subdivision

spark

sparse represeantion

spatial analysis

spatial objects

spatial reasoning

spatially aware interface

spatio-temporal

spatio-temporal data management

spatio-temporal data processing

spatio-temporal stability

special photogrammetry

spectral unmixing

spline

standardization

standards

statistical grid

steering angle

stem

stereo

stereo imagery

stereo matching

stereo vision

stereoscopic

stockpiles monitoring

story maps

street-view images

structural damage detection

structuration.

structure approximation

structure from motion

structured light

stw-tsm

sub-pixel edge detection

subsampling

subspace clustering

super resolution

super-resolution

superpixel

superpixel segmentation

supervised classification

support vector machine

support vector regression

surface matching

surface normals estimation

surface reconstruction

survey grade laser scanner

sustainable development goal 14: life below water

sustainable development goals

swir

synthetic aperture radar

synthetic vision

synthetic-aperture radar (sar)

system calibration

systematic error compensation

systematic errors

systematic noise

tactile maps

target recognition

taxi demand prediction

tds-1

temperate forests

temporary surface water

terrain extraction

theoretical value

thermal

thermal anomaly

thermal data

thermal point clouds

thermal power plants

three-line

tie points

time series

time series insar

time-series

timeseries

tir image

tls

tls survey

topographic map

topology

total electron content

total sky imager

total station

traffic

traffic analysis

trajectory

trajectory clustering

transformation patterns

transparent visualization

tree species classification

tri-stereo

trilateration

tropical diversity

tropical forest above ground biomass

tumuli detection

two-step threshold method

u-net

uas

uas toolbox

uav

uav data

uav mapping

uav photogrammetry

uavs

ubiquitous computing

underwater photogrammetry

uniform point cloud

united nations

unity

unmanned aerial vehicle (uav)

unmanned aerial vehicles

unmanned aerial vehicles (uavs)

unmanned surface vehicle

unstable pixels

unsupervised registration

urban

urban 3d model

urban classification

urban climate

urban expansion

urban form

urban functional zones

urban growth prediction

urban heat island

urban mapping

urban mining

urban mobility

urban modelling

urban planning

urban river

urban road network

urban sprawl

urban traffic

uwb

validation

vanishing points

vegetation mapping

vegetation monitoring

vehicle

vehicle tracking

vertical reflectivity profile

very high resolution (vhr) satellite imagery

via libera?!

view planning

virtual reality

visibility analysis

visible and near-infrared spectroscopy

visual hull

visual inertial odometry

visual-inertial odometry

visualisation

visualization

visually impaired

voxel. lidar

vqa

water quality

water quality monitoring

water salinity

web gis

web information system

web maps

web service

webcams

western australia

windows extraction

wire structures 3d reconstruction

without gcp

wls

world heritage

xsd

yolo

yolov3

zy-3 satellite

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Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Expla...

Technical Commission III

672
Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Explainable Machine Learning
Ribana ROSCHER

Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Expla...

Technical Commission III

672
Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Explainable Machine Learning
Ribana ROSCHER

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Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Expla...

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Media in this channel : 2021 - Institutions Gold 2021 - Institutions Silver Replay Sessions Technical Commission I Technical Commission II Technical Commission III Technical Commission IV Technical Commission V

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Content with taggeosciences In the channelTechnical Commission III (2)

Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Expla...

Explain it to me - Facing Remote Sensing Challenges in the Bio- and Geosciences with Expla...

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