How computer vision can facilitate flood management: A systematic review

U Iqbal, P Perez, W Li, J Barthelemy - International Journal of Disaster Risk …, 2021 - Elsevier
Better prediction and monitoring of flood events are key factors contributing to the reduction
of their impact on local communities and infrastructure assets. Flood management involves …

Advancing river monitoring using image-based techniques: challenges and opportunities

S Manfreda, D Miglino, KC Saddi, S Jomaa… - Hydrological …, 2024 - Taylor & Francis
Enhanced and effective hydrological monitoring plays a crucial role in understanding water-
related processes in a rapidly changing world. Within this context, image-based river …

An evaluation of image velocimetry techniques under low flow conditions and high seeding densities using unmanned aerial systems

S Pearce, R Ljubičić, S Peña-Haro, M Perks, F Tauro… - Remote Sensing, 2020 - mdpi.com
Image velocimetry has proven to be a promising technique for monitoring river flows using
remotely operated platforms such as Unmanned Aerial Systems (UAS). However, the …

[HTML][HTML] Flow velocity and discharge measurement in rivers using terrestrial and unmanned-aerial-vehicle imagery

A Eltner, H Sardemann… - Hydrology and Earth …, 2020 - hess.copernicus.org
An automatic workflow to measure surface flow velocities in rivers is introduced, including a
Python tool. The method is based on particle-tracking velocimetry (PTV) and comprises an …

Considerations when applying large-scale PIV and PTV for determining river flow velocity

MJ Jolley, AJ Russell, PF Quinn, MT Perks - Frontiers in Water, 2021 - frontiersin.org
Large-scale image velocimetry is a novel approach for non-contact remote sensing of flow in
rivers. Research within this topic has largely focussed on develo** specific aspects of the …

Towards harmonization of image velocimetry techniques for river surface velocity observations

MT Perks, SF Dal Sasso, A Hauet… - Earth System …, 2019 - essd.copernicus.org
Since the turn of the 21st Century, image based velocimetry techniques have become an
increasingly popular approach for determining open-channel flow in a range of hydrological …

Combined use of the hydraulic and hydrological methods to calculate the environmental flow: Wisloka river, Poland: case study

L Książek, A Woś, J Florek, M Wyrębek… - Environmental …, 2019 - Springer
The scarcity of water can result in a direct conflict between the protection of aquatic
resources and water use. For many agencies, environmental flow (EF) methods are …

RivQNet: deep learning based river discharge estimation using close‐range water surface imagery

S Ansari, CD Rennie, EC Jamieson… - Water Resources …, 2023 - Wiley Online Library
Streamflow data is often the most critical input for hydrologic and hydraulic research,
modeling, and design studies. Streamflow measurement using close range non‐contact …

Instantaneous river‐wide water surface velocity field measurements at centimeter scales using infrared quantitative image velocimetry

SA Schweitzer, EA Cowen - Water Resources Research, 2021 - Wiley Online Library
This paper describes a novel velocimetry method we call infrared quantitative image
velocimetry (IR‐QIV), that uses infrared (IR) images of thermal patterns advecting on water …

How to avoid and correct biased riverine surface image velocimetry

M Detert - Water Resources Research, 2021 - Wiley Online Library
Because digital image data acquisition has become low cost and various image analysis
tools have become available, the number of image‐based measurement applications is …