Multimodal Augmented Reality System for Real-Time Roof Type Recognition and Visualization on Mobile Devices

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(3), P. 1330 - 1330

Published: Jan. 27, 2025

The utilization of augmented reality (AR) is becoming increasingly prevalent in the integration virtual (VR) elements into tangible physical world. It facilitates a more straightforward comprehension interconnections, interdependencies, and spatial context data. Furthermore, presentation analyses combination data with annotated are facilitated. This particularly evident mobile applications, where real-world imagery enhances visualization. paper presents proposal for development multimodal system that capable identifying roof types real time visualizing them AR on devices. current approach to identification based made available by public administrations an open-source format, including orthophotos building contours. Existing computer processing technologies have been employed generate objects representing shapes masses, particular, shape roofs, three-dimensional (3D) space. integrates real-time obtained from multiple sources application enables precise positioning detection recipient’s viewing direction (pose estimation) time. were integrated processed Docker container system, which ensured scalability security solution. multimodality designed enhance user’s perception space facilitate nuanced interpretation its intricacies. In present iteration, extraction classification/generalization two categories (gable other) aerial through deep learning methodologies. outcomes achieved suggest considerable promise advancement deployment domains pertaining architecture, urban planning, civil engineering.

Language: Английский

A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread

International Journal of Digital Earth, Journal Year: 2025, Volume and Issue: 18(1)

Published: March 10, 2025

Language: Английский