4 papers
A-SCoRe: Attention-based Scene Coordinate Regression for wide-ranging scenarios
Huy-Hoang Bui, Bach-Thuan Bui, Quang-Vinh Tran +2
Visual localization is considered to be one of the crucial parts in many robotic and vision systems. While state-of-the art methods that relies on feature matching have proven to b…
Improved 3D Point-Line Mapping Regression for Camera Relocalization
Bach-Thuan Bui, Huy-Hoang Bui, Yasuyuki Fujii +2
In this paper, we present a new approach for improving 3D point and line mapping regression for camera re-localization. Previous methods typically rely on feature matching (FM) wit…
Leveraging Neural Radiance Field in Descriptor Synthesis for Keypoints Scene Coordinate Regression
Huy-Hoang Bui, Bach-Thuan Bui, Dinh-Tuan Tran +1
Classical structural-based visual localization methods offer high accuracy but face trade-offs in terms of storage, speed, and privacy. A recent innovation, keypoint scene coordina…
Representing 3D sparse map points and lines for camera relocalization
Bach-Thuan Bui, Huy-Hoang Bui, Dinh-Tuan Tran +1
Recent advancements in visual localization and mapping have demonstrated considerable success in integrating point and line features. However, expanding the localization framework…