4 papers · 1 filter
Zero-shot Vision-Language Reranking for Cross-View Geolocalization
Yunus Talha Erzurumlu, John E. Anderson, William J. Shuart +2
Cross-view geolocalization (CVGL) systems, while effective at retrieving a list of relevant candidates (high Recall@k), often fail to identify the single best match (low Top-1 accu…
Just Zoom In: Cross-View Geo-Localization via Autoregressive Zooming
Yunus Talha Erzurumlu, Jiyong Kwag, Alper Yilmaz
Cross-view geo-localization (CVGL) estimates a camera's location by matching a street-view image to geo-referenced overhead imagery, enabling GPS-denied localization and navigation…
BetterScene: 3D Scene Synthesis with Representation-Aligned Generative Model
Yuci Han, Charles Toth, John E. Anderson +2
We present BetterScene, an approach to enhance novel view synthesis (NVS) quality for diverse real-world scenes using extremely sparse, unconstrained photos. BetterScene leverages…
Lightweight Road Environment Segmentation using Vector Quantization
Jiyong Kwag, Alper Yilmaz, Charles Toth
Road environment segmentation plays a significant role in autonomous driving. Numerous works based on Fully Convolutional Networks (FCNs) and Transformer architectures have been pr…