Geographic map** with unsupervised multi-modal representation learning from VHR images and POIs
Most supervised geographic map** methods with very-high-resolution (VHR) images are
designed for a specific task, leading to high label-dependency and inadequate task …
designed for a specific task, leading to high label-dependency and inadequate task …
[HTML][HTML] Integrating satellite and street-level images for local climate zone map**
Timely and accurate local climate zone (LCZ) classification maps are valuable for urban
climate studies. The integration of remote sensing and street-level images is promising to …
climate studies. The integration of remote sensing and street-level images is promising to …
[HTML][HTML] Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network
With the rapid urbanization process in China, numerous urban villages have been
appeared, which are surrounded by the newly-built urban blocks. Due to the high population …
appeared, which are surrounded by the newly-built urban blocks. Due to the high population …
Comprehensive urban space representation with varying numbers of street-level images
Street-level imagery has emerged as a valuable tool for observing large-scale urban spaces
with unprecedented detail. However, previous studies have been limited to analyzing …
with unprecedented detail. However, previous studies have been limited to analyzing …
The spatial pedigree in traditional villages under the perspective of urban regeneration—Taking 728 villages in Jiangnan region, China as cases
X Liu, Y Li, Y Wu, C Li - Land, 2022 - mdpi.com
In current urban regeneration, the conservation and reuse of traditional village space are
significant measures to activate urban-rural development. Traditional villages in the …
significant measures to activate urban-rural development. Traditional villages in the …
Multilevel spatial-channel feature fusion network for urban village classification by fusing satellite and streetview images
Urban villages (UVs) refer to areas of urban informal settlements lagging behind the rapid
urbanization process. Recent studies focus on using satellite images to classify UV …
urbanization process. Recent studies focus on using satellite images to classify UV …
Fine-grained urban village extraction by mask transformer from high-resolution satellite images in pearl river delta
Urban renewal has led to the proliferation of informal urban habitats, such as slums, shanty
towns, and urban villages (UVs). As an important component of urban renewal, UVs …
towns, and urban villages (UVs). As an important component of urban renewal, UVs …