Results 1 to 10 of about 21,910 (254)

DWELLING EXTRACTION IN REFUGEE CAMPS USING CNN – FIRST EXPERIENCES AND LESSONS LEARNT [PDF]

open access: yesThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2018
There is a growing use of Earth observation (EO) data for support planning in humanitarian crisis response. Information about number and dynamics of displaced population in camps is essential to humanitarian organizations for decision-making and action ...
O. Ghorbanzadeh   +4 more
doaj   +6 more sources

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach

open access: yesInternational Journal of Applied Earth Observations and Geoinformation, 2023
Dwelling information is very important for various applications in humanitarian emergency response. For this, Earth observation is crucial to have spatially explicit and temporally frequent observations.
Getachew Workineh Gella   +4 more
doaj   +4 more sources

Role of allied health professions in falls prevention for community-dwelling older adults: a scoping review [PDF]

open access: yesBMJ Open
Objective Falls among community-dwelling older adults are prevalent and have serious individual, societal and economic consequences. Allied health professionals provide key falls prevention interventions yet their representation in current clinical ...
Hylton B Menz   +16 more
doaj   +2 more sources

Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Dwelling information is essential for humanitarian emergency response during or in the aftermath of disasters, especially in temporary settlement areas hosting forcibly displaced people.
Getachew Workineh Gella   +5 more
doaj   +3 more sources

Comparing OBIA-Generated Labels and Manually Annotated Labels for Semantic Segmentation in Extracting Refugee-Dwelling Footprints

open access: yesApplied Sciences, 2022
Refugee-dwelling footprints derived from satellite imagery are beneficial for humanitarian operations. Recently, deep learning approaches have attracted much attention in this domain.
Yunya Gao   +4 more
doaj   +2 more sources

Template matching to support earth observation based refugee camp analysis in obia workflows - creation and evaluation of a dwelling template library for improving dwelling extraction within an object-based framework [PDF]

open access: yesGEOBIA 2016: Solutions and synergies, 2016
Accurate and reliable information about the situation in refugee or internally displaced person camps is very important for planning any kind of help like health care, infrastructure or vaccination campaigns. The number and spatial distribution of single dwellings extracted semi-automatically from very high resolution (VHR) satellite imagery as an ...
Dirk Tiede
exaly   +2 more sources

Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

open access: yesAGILE: GIScience Series, 2022
Abstract. This research assessed the influences of four band combinations and three types of pretrained weights on the performance of semantic segmentation in extracting refugee dwelling footprints of the Kule refugee camp in Ethiopia during a dry season and a wet season from very high spatial resolution imagery.
Nianhua Liu, Yunya Gao
exaly   +3 more sources

Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network

open access: yesRemote Sensing, 2022
Earth-observation-based mapping plays a critical role in humanitarian responses by providing timely and accurate information in inaccessible areas, or in situations where frequent updates and monitoring are required, such as in internally displaced ...
Getachew Workineh Gella   +6 more
doaj   +1 more source

Mapping instruments for assessing and stratifying frailty among community-dwelling older people: a scoping review

open access: yesBMJ Open, 2021
Objective To map in the current literature instruments for the assessment and stratification of frailty in community-dwelling older people, as well as to analyse them from the perspective of the Brazilian context.Design Scoping review.Study selection The
Luiz Eduardo Lima Andrade   +4 more
doaj   +1 more source

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