Computer vision–based estimation of flood depth in flooded-vehicle images

S Park, F Baek, J Sohn, H Kim - Journal of Computing in Civil …, 2021 - ascelibrary.org
This study proposes a vision-based method for flood depth estimation using flooded-vehicle
images with a ground-level view. The proposed method is comprised of three main …

Real-time flood monitoring with computer vision through edge computing-based Internet of Things

OR Jan, HS Jo, RS Jo, J Kua - Future Internet, 2022 - mdpi.com
Natural disasters such as severe flooding can cause catastrophic losses to properties and
human lives. Constant real-time water level monitoring prior to a flooding event can …

Memory-based pruning of deep neural networks for IoT devices applied to flood detection

FE Fernandes Junior, LG Nonato, CM Ranieri… - Sensors, 2021 - mdpi.com
Automatic flood detection may be an important component for triggering damage control
systems and minimizing the risk of social or economic impacts caused by flooding. Riverside …

A river flooding detection system based on deep learning and computer vision

FE Fernandes Jr, LG Nonato, J Ueyama - Multimedia Tools and …, 2022 - Springer
Although floods cause millions of dollars in economic and social losses each year, many
people living in develo** countries, such as Brazil, do not have access to a flooding alert …

Enhancing reliability in wireless sensor networks for adaptive river monitoring systems: Reflections on their long-term deployment in Brazil

J Ueyama, BS Faiçal, LY Mano, G Bayer… - … Environment and Urban …, 2017 - Elsevier
Several adaptive systems have been proposed that are based on the concepts of smart
cities, which can be successfully adapted to natural disasters or other public safety …

Estimating Water Levels through Smartphone-Imaged Gauges: A Comparative Analysis of ANN, DL, and CNN Models

CAG Santos, MA Ghorbani, E Abdi, U Patel… - Water Resources …, 2024 - Springer
Understanding and monitoring water levels are essential for various applications, including
environmental protection, public safety, and resource management. Water level estimation …

A critical review on water level measurement techniques for flood mitigation

OR Jan, HS Jo, RS Jo - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Flood related disasters have been the cause of millions of misplaced people and casualties
worldwide. Hence it is necessary to develop monitoring systems capable of measuring water …

Comparing the Efficacy of Deep Learning Models and Convolutional Neural Network for Water Level Estimation Using Smartphone, and Image Processing

E Abdi, R Jani, S Darbandi - Iran-Water Resources Research, 2024 - iwrr.ir
Water level estimation is essential for understanding and managing water resources,
predicting and mitigating flood effects, and water resource management decisions but it is …

Investigation of Vision Information Extraction on Edge Computing Platforms for Flood Management Applications

OR Jan - 2022 - figshare.swinburne.edu.au
This research explores various non-intrusive techniques of measuring water levels. After
determining the gap that exists in relevant literature, the focus shifted towards utilizing …

Sistem pengukuran ketinggian air sungai berbasis deteksi tepi Sobel

FM Rozaqi, W Wahyono - Jurnal Teknologi dan Sistem …, 2022 - jtsiskom.undip.ac.id
Flood is a natural disaster that often occurs in Indonesia. Therefore, a flood warning system
is required to reduce the number of losses due to flooding. In this study, a Sobel edge …