158 citations · 548 across the 24 of their papers we have counts for
6 papers · 1 filter
Study of Clear Sky Models for Singapore
Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee +1
The estimation of total solar irradiance falling on the earth's surface is important in the field of solar energy generation and forecasting. Several clear-sky solar radiation mode…
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation
Abrar H. Abdulnabi, Stefan Winkler, Gang Wang
Recent deep CNNs contain forward shortcut connections; i.e. skip connections from low to high layers. Reusing features from lower layers that have higher resolution (location infor…
Nighttime sky/cloud image segmentation
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee +1
Imaging the atmosphere using ground-based sky cameras is a popular approach to study various atmospheric phenomena. However, it usually focuses on the daytime. Nighttime sky/cloud…
Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures
Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee +1
Ground-based whole sky imagers are popular for monitoring cloud formations, which is necessary for various applications. We present two new Wide Angle High-Resolution Sky Imaging S…
Cloud Radiative Effect Study Using Sky Camera
Soumyabrata Dev, Shilpa Manandhar, Feng Yuan +2
The analysis of clouds in the earth's atmosphere is important for a variety of applications, viz. weather reporting, climate forecasting, and solar energy generation. In this paper…
Systematic study of color spaces and components for the segmentation of sky/cloud images
Soumyabrata Dev, Yee Hui Lee, Stefan Winkler
Sky/cloud imaging using ground-based Whole Sky Imagers (WSI) is a cost-effective means to understanding cloud cover and weather patterns. The accurate segmentation of clouds in the…