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On the opportunities and challenges of foundation models for geospatial artificial intelligence
Large pre-trained models, also known as foundation models (FMs), are trained in a task-
agnostic manner on large-scale data and can be adapted to a wide range of downstream …
agnostic manner on large-scale data and can be adapted to a wide range of downstream …
On the opportunities and challenges of foundation models for geoai (vision paper)
Large pre-trained models, also known as foundation models (FMs), are trained in a task-
agnostic manner on large-scale data and can be adapted to a wide range of downstream …
agnostic manner on large-scale data and can be adapted to a wide range of downstream …
Project sidewalk: A web-based crowdsourcing tool for collecting sidewalk accessibility data at scale
We introduce Project Sidewalk, a new web-based tool that enables online crowdworkers to
remotely label pedestrian-related accessibility problems by virtually walking through city …
remotely label pedestrian-related accessibility problems by virtually walking through city …
Associations between street-view perceptions and housing prices: Subjective vs. objective measures using computer vision and machine learning techniques
This study investigated the extent to which subjectively and objectively measured street-
level perceptions complement or conflict with each other in explaining property value. Street …
level perceptions complement or conflict with each other in explaining property value. Street …
Subjective and objective measures of streetscape perceptions: Relationships with property value in Shanghai
Recently, housing prices studies emerged to use street view imagery to infer the marginal
price of streetscape using hedonic price models (HPM). Within this trend, most studies took …
price of streetscape using hedonic price models (HPM). Within this trend, most studies took …
Context understanding in computer vision: A survey
Contextual information plays an important role in many computer vision tasks, such as object
detection, video action detection, image classification, etc. Recognizing a single object or …
detection, video action detection, image classification, etc. Recognizing a single object or …
A network-level sidewalk inventory method using mobile LiDAR and deep learning
Sidewalks are a critical infrastructure to facilitate essential daily trips for pedestrian and
wheelchair users. The dependence on the infrastructure and the increasing demand from …
wheelchair users. The dependence on the infrastructure and the increasing demand from …
Crowdsourcing in ITS: The state of the work and the networking
In the last decade, crowdsourcing has emerged as a novel mechanism for accomplishing
temporal and spatial critical tasks in transportation with the collective intelligence of …
temporal and spatial critical tasks in transportation with the collective intelligence of …
Opportunities for human-AI collaboration in remote sighted assistance
Remote sighted assistance (RSA) has emerged as a conversational assistive technology for
people with visual impairments (VI), where remote sighted agents provide realtime …
people with visual impairments (VI), where remote sighted agents provide realtime …
Deep learning for automatically detecting sidewalk accessibility problems using streetscape imagery
Recent work has applied machine learning methods to automatically find and/or assess
pedestrian infrastructure in online map imagery (eg, satellite photos, streetscape …
pedestrian infrastructure in online map imagery (eg, satellite photos, streetscape …