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Bruno Adriano
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 29
Top Topics
Deep Learning
Sar Images
Damage Assessment
Unsupervised Classification
Top Venues
IGARSS
CoRR
Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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Publications
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Chia Yee Ho
,
Erick Mas
,
Bruno Adriano
,
Shunichi Koshimura
Exploring the Feasibility of Ray Tracing SAR Simulation on Building Damage Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Sesa Wiguna
,
Bruno Adriano
,
Ruben Vescovo
,
Erick Mas
,
Ayumu Mizutani
,
Shunichi Koshimura
Building Damage Mapping of the 2024 Noto Peninsula Earthquake, Japan, Using Semi-Supervised Learning and VHR Optical Imagery.
IEEE Geosci. Remote. Sens. Lett.
21 (2024)
Sesa Wiguna
,
Bruno Adriano
,
Erick Mas
,
Shunichi Koshimura
Evaluation of Deep Learning Models for Building Damage Mapping in Emergency Response Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Yanbing Bai
,
Jinhua Su
,
Yulong Zou
,
Bruno Adriano
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters.
GeoInformatica
27 (2) (2023)
Junshi Xia
,
Naoto Yokoya
,
Bruno Adriano
,
Clifford Broni-Bediako
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping.
WACV
(2023)
Bruno Adriano
,
Hiroyuki Miura
,
Wen Liu
,
Masashi Matsuoka
,
Shunichi Koshimura
Developing a Framework for Rapid Collapsed Building Mapping Using Satellite Imagery and Deep Learning Models.
IGARSS
(2023)
Junshi Xia
,
Naoto Yokoya
,
Bruno Adriano
,
Keiichiro Kanemoto
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets.
Int. J. Appl. Earth Obs. Geoinformation
117 (2023)
Bruno Adriano
,
Naoto Yokoya
,
Kazuki Yamanoi
,
Satoru Oishi
Combining Deep Learning and Numerical Simulation to Predict Flood Inundation Depth.
IGARSS
(2023)
Jian Song
,
Bruno Adriano
,
Naoto Yokoya
"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation.
CDCEO@IJCAI
(2022)
Junshi Xia
,
Naoto Yokoya
,
Bruno Adriano
,
Clifford Broni-Bediako
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping.
CoRR
(2022)
Zaishuo Xia
,
Zelin Li
,
Yanbing Bai
,
Jinze Yu
,
Bruno Adriano
Self-Supervised Learning for Building Damage Assessment from Large-scale xBD Satellite Imagery Benchmark Datasets.
CoRR
(2022)
Bruno Adriano
,
Naoto Yokoya
,
Satoru Oishi
Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation.
CDCEO@IJCAI
(2022)
Zaishuo Xia
,
Zelin Li
,
Yanbing Bai
,
Jinze Yu
,
Bruno Adriano
Self-supervised Learning for Building Damage Assessment from Large-Scale xBD Satellite Imagery Benchmark Datasets.
DEXA (1)
(2022)
Naoto Yokoya
,
Kazuki Yamanoi
,
Wei He
,
Gerald Baier
,
Bruno Adriano
,
Hiroyuki Miura
,
Satoru Oishi
Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Junshi Xia
,
Naoto Yokoya
,
Bruno Adriano
,
Lianchong Zhang
,
Guoqing Li
,
Zhigang Wang
A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Junshi Xia
,
Naoto Yokoya
,
Bruno Adriano
Building Damage Mapping with Self-PositiveUnlabeled Learning.
CoRR
(2021)
Bruno Adriano
,
Naoto Yokoya
,
Junshi Xia
,
Hiroyuki Miura
,
Wen Liu
,
Masashi Matsuoka
,
Shunichi Koshimura
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping.
CoRR
(2020)
Bruno Adriano
,
Junshi Xia
,
Naoto Yokoya
,
Hiroyuki Miura
,
Masashi Matsuoka
,
Shunichi Koshimura
Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events.
IGARSS
(2020)
Bruno Adriano
,
Naoto Yokoya
,
Hiroyuki Miura
,
Masashi Matsuoka
,
Shunichi Koshimura
A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images.
Remote. Sens.
12 (3) (2020)
Naoto Yokoya
,
Kazuki Yamanoi
,
Wei He
,
Gerald Baier
,
Bruno Adriano
,
Hiroyuki Miura
,
Satoru Oishi
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping.
CoRR
(2020)
Bruno Adriano
,
Junshi Xia
,
Gerald Baier
,
Naoto Yokoya
,
Shunichi Koshimura
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia.
Remote. Sens.
11 (7) (2019)
Junshi Xia
,
Bruno Adriano
,
Gerald Baier
,
Naoto Yokoya
Building Damage Mapping Via Transfer Learning.
IGARSS
(2019)
Gerald Baier
,
Wei He
,
Bruno Adriano
,
Junshi Xia
,
Naoto Yokoya
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection.
IGARSS
(2019)
Bruno Adriano
,
Naoto Yokoya
,
Junshi Xia
,
Gerald Baier
,
Shunichi Koshimura
Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images.
IGARSS
(2019)
Bruno Adriano
,
Shunichi Koshimura
,
Sadra Karimzadeh
,
Masashi Matsuoka
,
Magaly Koch
Damage Mapping After the 2017 Puebla Earthquake in Mexico Using High-Resolution Alos2 Palsar2 Data.
IGARSS
(2018)
Sadra Karimzadeh
,
Masashi Matsuoka
,
Masakatsu Miyajima
,
Bruno Adriano
,
Abdolhossein Fallahi
,
Jafar Karashi
Sequential SAR Coherence Method for the Monitoring of Buildings in Sarpole-Zahab, Iran.
Remote. Sens.
10 (8) (2018)
Yukio Endo
,
Bruno Adriano
,
Erick Mas
,
Shunichi Koshimura
New Insights into Multiclass Damage Classification of Tsunami-Induced Building Damage from SAR Images.
Remote. Sens.
10 (12) (2018)
Yanbing Bai
,
Chang Gao
,
Sameer Singh
,
Magaly Koch
,
Bruno Adriano
,
Erick Mas
,
Shunichi Koshimura
A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
15 (1) (2018)
Luis Moya
,
Luis R. Marval Perez
,
Erick Mas
,
Bruno Adriano
,
Shunichi Koshimura
,
Fumio Yamazaki
Novel Unsupervised Classification of Collapsed Buildings Using Satellite Imagery, Hazard Scenarios and Fragility Functions.
Remote. Sens.
10 (2) (2018)
Bruno Adriano
,
Erick Mas
,
Shunichi Koshimura
,
Hideomi Gokon
,
Wen Liu
,
Masashi Matsuoka
Developing a method for urban damage mapping using radar signatures of building footprint in SAR imagery: A case study after the 2013 Super Typhoon Haiyan.
IGARSS
(2015)
Wen Liu
,
Masashi Matsuoka
,
Bruno Adriano
,
Erick Mas
,
Shunichi Koshimura
Damage detection due to the typhoon haiyan from high-resolution SAR images.
IGARSS
(2014)
Erick Mas
,
Shunichi Koshimura
,
Fumihiko Imamura
,
Anawat Suppasri
,
Abdul Muhari
,
Bruno Adriano
Tsunami evacuation simulation - case studies for tsunami mitigation at Indonesia, Thailand and Japan.
SIMULTECH
(2014)
Bruno Adriano
,
Hideomi Gokon
,
Erick Mas
,
Shunichi Koshimura
,
Wen Liu
,
Masashi Matsuoka
Extraction of damaged areas due to the 2013 Haiyan Typhoon using ASTER data.
IGARSS
(2014)