Building façade style classification from UAV imagery using a Pareto-optimized deep learning network
R Maskeliūnas, A Katkevičius, D Plonis, T Sledevič… - Electronics, 2022 - mdpi.com
The article focuses on utilizing unmanned aerial vehicles (UAV) to capture and classify
building façades of various forms of cultural sites and structures. We propose a Pareto …
building façades of various forms of cultural sites and structures. We propose a Pareto …
Dual-path and multi-scale enhanced attention network for retinal diseases classification using ultra-wide-field images
Early computer-aided early diagnosis (CAD) based on retinal imaging is critical to the timely
management and treatment planning of retina-related diseases. However, the inherent …
management and treatment planning of retina-related diseases. However, the inherent …
Multi-stage Scene-level Constraints for Large-scale Point Cloud Weakly Supervised Semantic Segmentation
Compared to fully supervised 3-D large-scale point cloud segmentation methods, which
necessitate extensive manual point-wise annotations, weakly supervised segmentation has …
necessitate extensive manual point-wise annotations, weakly supervised segmentation has …
Spatial adaptive fusion consistency contrastive constraint: weakly supervised building facade point cloud semantic segmentation
Semantic segmentation of building facade point clouds has diverse applications. The
development of semantic segmentation methods is inextricably linked to datasets. The …
development of semantic segmentation methods is inextricably linked to datasets. The …
Efficient procedural modelling of building Façades based on windows from sketches
Realistic and delicate window models are in great demand for detailed LOD‐3 urban
reconstruction. However, current research tends to oversimplify the window models due to …
reconstruction. However, current research tends to oversimplify the window models due to …
Key technology for digital twins in the architecture, engineering, and construction industry: new advances in point cloud semantic segmentation algorithms for …
D Ai, S Qin, S Gao, H Yuan… - Journal of Electronic …, 2024 - spiedigitallibrary.org
In the architecture, engineering, and construction (AEC) industry, point cloud semantic
segmentation provides comprehensive and accurate data support for building information …
segmentation provides comprehensive and accurate data support for building information …
Extending Convolution to Semantic Segmentation with Graph Neural Networks
SJN Armstrong, H Grobler - 2023 - researchsquare.com
Scene understanding enables multiple applications such as robotic automation. To enable
scene understanding, semantic segmentation is an essential component. Highly accurate …
scene understanding, semantic segmentation is an essential component. Highly accurate …
[PDF][PDF] Building Façade Style Classification from UAV Imagery Using a Pareto-Optimized Deep Learning Network. Electronics 2022, 11, 3450
R Maskeliunas, A Katkevicius, D Plonis, T Sledevic… - 2022 - academia.edu
The article focuses on utilizing unmanned aerial vehicles (UAV) to capture and classify
building façades of various forms of cultural sites and structures. We propose a Pareto …
building façades of various forms of cultural sites and structures. We propose a Pareto …