Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives
Deep learning has gained significant attention in remote sensing, especially in pixel- or patch-level applications. Despite initial attempts to integrate deep learning into object-based image analysis (OBIA), its full potential remains largely unexplored.
Ma, Lei +10 more
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GEOmedia, 2010 E' sotto gli occhi di tutti l'elevato numero di eventi catastrofici che si sono verificati ultimamente: diversi terremoti di alta intensità, un disastro ecologico senza precedenti e un vulcano che ha messo in seria difficoltà l'economia europea.
Renzo Carlucci
doaj
Classificazione OBIA automatica di elementi stradali acquisiti con laser scanner
GEOmedia, 2021 This paper shows the results obtained by classifying point clouds from LiDAR using Object Based Image Analysis (OBIA) with Trimble's eCognition software. This is a pilot project that demonstrates promising prospects for the application of OBIA analysis to the field of laser acquisitions.
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OBIA for combining LiDAR and multispectral data to characterize forested areas and land cover in a tropical region [PDF]
, 2012 International audiencePrioritizing and designing forest restoration strategies requires an adequate survey to inform on the status (degraded or not) of forest types and the human disturbances over a territory. Very High Spatial Resolution (VHSR) remotely
Dupuy, S., Laine, G., Tormos, T.
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Pemetaan Famili Mangrove Menggunakan Metode Object Base Image Analysis (Obia) Pada Citra Worldview-2 Di Balai Taman Nasional Karimunjawa [PDF]
, 2016 Penelitian ini memiliki tujuan untuk pemetaan mangrove di Taman Nasional Karimunjawa menggunakan metode Object Based Image Analysis (OBIA) dan mengetahui tingkat akurasi kelas famili mangrove yang diklasifikasikan.
Farda, N. M. (Nur) +1 more
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Object-based image analysis – obia to identify areas paramo [PDF]
, 2015 Las técnicas de clasificación tradicionales, basadas en rasgos de la imagen a nivel de pixel presentan ciertas limitaciones, como lo son la aparición de un característico efecto “sal y pimienta” o su reducida capacidad para extraer objetos de ...
Peña Ocampo, William Alexander
core
Combining Deep Learning and Hydrological Analysis for Identifying Check Dam Systems from Remote Sensing Images and DEMs in the Yellow River Basin. [PDF]
Int J Environ Res Public Health, 2023 Li M +8 more
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COVID-19 vaccine wastage: A challenge to achieving herd immunity in Nigeria. [PDF]
Public Health Chall, 2023 Musa SS +4 more
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OBIA on Coastal Landform Based on Structure Tensor
Computer Science & Information Technology ( CS & IT ), 2016 Sun Shuting, Liu Jianqiang, Zou Bin
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Smallholder oil palm plantation sustainability assessment using multi-criteria analysis and unmanned aerial vehicles. [PDF]
Environ Monit Assess, 2023 Wong YB +6 more
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