Abstract Automated Driving Systems (ADS) open up a new domain for the automotive
industry and offer new possibilities for future transportation with higher efficiency and …

Pavement, as a kind of common public transit infrastructure, plays an important part in the
daily passing and transportation-associated activities. The good conditions and smooth …

Recently, the first foundation model developed specifically for image segmentation tasks
was developed, termed the" Segment Anything Model"(SAM). SAM can segment objects in …

Road extraction from remote sensing imagery is a popular and frontier research focus, since
road information plays an essential role in application fields, such as urban management …

The high-precision generation of 3D building models is a controversial research topic in the
field of smart cities. However, due to the limitations of single-source data, existing methods …

With geospatial intelligence research developing rapidly, automatic road extraction is
becoming a fundamental and challenging task. Due to the special geometric structure and …

The acceleration of urbanization and the increasing demand for precise city planning have
made the extraction of buildings and roads from remote sensing images crucial. Deep …

Road networks play a fundamental role in our daily life. It is of importance to extract the road
structure in a timely and precise manner with the rapid evolution of urban road structure …

Road extraction from a remote sensing image is a research hotspot due to its broad range of
applications. Despite recent advancements, achieving precise road extraction remains …

The accurate detection and extraction of roads using remote sensing technology are crucial
to the development of the transportation industry and intelligent perception tasks. Recently …