Semantic Riverscapes: Perception and evaluation of linear landscapes from oblique imagery using computer vision

J Luo, T Zhao, L Cao, F Biljecki - Landscape and Urban Planning, 2022 - Elsevier
Traditional approaches for visual perception and evaluation of river landscapes adopt on-
site surveys or assessments through photographs. The former is expensive, hindering large …

Transformers for aerial images semantic segmentation of natural disaster-impacted areas in natural disaster assessment

DW Nugraha, AA Ilham, A Achmad, A Arief - Bulletin of Electrical …, 2025 - beei.org
Aerial image segmentation of natural disaster-impacted areas and detailed and automatic
natural disaster assessment are the main focus of this study. Detecting and recognizing …

Lightweight multiscale attention-aware method for semantic segmentation of urban structural buildings in drone aerial imagery

J Herman, R Zewail, T Ogawa… - … Mobile, Intelligent, and …, 2023 - ieeexplore.ieee.org
Every year, the lives of millions of people all over the world are affected by natural disasters
such as floods, earthquakes and hurricanes. Urban and under-development communities …

An efficient modern baseline for floodnet vqa

A Kane, S Khose - arxiv preprint arxiv:2205.15025, 2022 - arxiv.org
Designing efficient and reliable VQA systems remains a challenging problem, more so in the
case of disaster management and response systems. In this work, we revisit fundamental …