Street View Imagery
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Related Articles from SNS
Effective Multi-sensor Conditioning for Street-view Novel-view Synthesis
arXiv:2606.01590v1 Announce Type: new Abstract: Modern vehicle platforms are equipped with a rich sensor suite, including LiDAR, calibrated multi-camera rigs, and accurate ego-motion, that in principle offers strong signal for re-rendering a driving scene from novel viewpoints. A growing line of recent work leverages video diffusion models for this task, using their generative priors to synthesize plausible novel views from sparse vehicle observations. In practice, however, existing methods...
Pinpoint: Grounded Worldwide Image Geolocation via Cross-Source Retrieval and Reranking
Announce Type: new Abstract: Image geolocation aims to estimate where a photograph was taken from its visual content. At worldwide scale, this remains challenging because visual evidence is often ambiguous, diverse, and unevenly distributed. Prior work has typically treated geolocation of ordinary internet photos and street-view imagery as separate tasks, despite their complementary strengths: internet photos better match the appearance distribution of user-captured queries, while...
PairWise Image Finder: An Open-source Tool for Finding Visually Aligned Street-Level Image Pairs for Urban Perception Studies
arXiv:2606.08795v1 Announce Type: new Abstract: Change detection and scene recognition techniques have been widely applied to Street View Imagery (SVI) to understand changes in scenes across the years. However, metadata alone is often insufficient to reliably find visually aligned image pairs. This study introduces the PairWise image finder, a tool that integrates feature detection and matching, supported by semantic segmentation masks to quantify the visual alignment of two images of...
UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
arXiv:2510.13774v2 Announce Type: replace Abstract: Forecasting urban phenomena such as housing prices and public health indicators requires the effective integration of various geospatial data. Current methods primarily utilize task-specific models, while recent generic models for spatial representations often support only limited modalities and lack multimodal fusion capabilities. To overcome these challenges, we present UrbanFusion, a spatial representation model that features Stochastic...
Sunny Hostin supports Graham Platner despite calling him 'a liar, a racist, an anti-Semite'
"The View" co-host Sunny Hostin called Maine Democratic Senate candidate Graham Platner "a liar, a racist, an anti-Semite" on Monday, but still defended supporting his run for office in order for Democrats to win the Senate majority in November's midterm elections. Platner has faced a series of controversies in recent weeks, including criticism over a tattoo with links to Nazi imagery, resurfaced Reddit posts in which he made inflammatory comments about veterans, sexual assault and political...
Satellite imagery shows erasure of southern Gaza as Israel expands control
Satellite imagery shows erasure of southern Gaza as Israel expands control Newly updated aerial maps expose the systematic destruction of cities, agriculture, and cemeteries across the besieged enclave. Palestinian journalist Muhannad Qishta yearns to visit the graves of his sisters – Reem and Walaa – in Khan Younis in southern Gaza, but there is a problem: they no longer exist on a map. The Sheikh Mohammed cemetery in the Maan area of Khan Younis has been wiped from the map, and replaced by...