[HTML][HTML] Automatic generation of land use maps using aerial orthoimages and building floor data with a Conv-Depth Block (CDB) ResU-Net architecture
Unlike land classification maps, it is difficult to automate the generation of land use (LU)
maps. The deep learning approach is a state-of-the-art methodology that can expedite the …
maps. The deep learning approach is a state-of-the-art methodology that can expedite the …
Lightweight image super-resolution based on local interaction of multi-scale features and global fusion
Z Meng, J Zhang, X Li, L Zhang - Mathematics, 2022 - mdpi.com
In recent years, computer vision technology has been widely applied in various fields,
making super-resolution (SR), a low-level visual task, a research hotspot. Although deep …
making super-resolution (SR), a low-level visual task, a research hotspot. Although deep …
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks
P Kramer, A Steinhardt, B Pedretscher - arXiv preprint arXiv:2410.00516, 2024 - arxiv.org
This paper investigates the enhancement of spatial resolution in Sentinel-2 bands that
contain spectral information using advanced super-resolution techniques by a factor of 2 …
contain spectral information using advanced super-resolution techniques by a factor of 2 …
Automatic building extraction using SpaceNet building dataset and context-based ResU-Net
S Yoo, CH Kim, Y Kwon, W Choi… - Korean Journal of …, 2022 - koreascience.kr
Building information is essential for various urban spatial analyses. For this reason,
continuous building monitoring is required, but it is a subject with many practical difficulties …
continuous building monitoring is required, but it is a subject with many practical difficulties …
Special Issue on Image Simulation in Remote Sensing
YD Eo - Applied Sciences, 2021 - mdpi.com
Recently, various remote sensing sensors have been used and their performance has
developed rapidly [1]. Therefore, the range of remote sensing image users is expanding …
developed rapidly [1]. Therefore, the range of remote sensing image users is expanding …
Contemporary and historical detection of small lakes using super resolution Landsat imagery: promise and peril
ED Kyzivat, LC Smith - GIScience & Remote Sensing, 2023 - Taylor & Francis
Landsat is the longest-running environmental satellite program and has been used for
surface water mapping since its launch in 1972. However, its sustained 30 m resolution …
surface water mapping since its launch in 1972. However, its sustained 30 m resolution …
[引用][C] Sentinel-2 위성영상의초해상화를통한도로자동분류
도로는 인간활동에 많은 영향을 미치는 중요한 지형지물 중 하나로, 최근 자율주행 자동차
개발로 인해도로 정보를 정확히 추출하는 연구가 주목받고 있다. 본 연구에서는 지속적이고 …
개발로 인해도로 정보를 정확히 추출하는 연구가 주목받고 있다. 본 연구에서는 지속적이고 …