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20222026
most citedVisual SLAM: What are the Current Trends and What to Expect?

119 citations · 176 across the 42 of their papers we have counts for

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7 papers · 1 filter

cs.CV2026

SUFLECA: Scaling Up Feature Learning for CAD-to-image Alignment

Saad Ejaz, Miguel Fernandez-Cortizas, Javier Civera +2

CAD-to-image alignment aims to estimate an object's 9D pose (rotation, translation, and anisotropic scale) from a single RGB image, with applications in robotics and augmented real…

cs.CV2026

COMPASS: COmpact Multi-channel Prior-map And Scene Signature for Floor-Plan-Based Visual Localization

Muhammad Shaheer, Miguel Fernandez-Cortizas, Asier Bikandi-Noya +2

Architectural floor plans are widely available priors which contain not only geometry but also the semantic information of the environment, yet existing localization methods largel…

cs.CV2025

Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review

Claudio Cimarelli, Jose Andres Millan-Romera, Holger Voos +1

Neuromorphic, or event, cameras represent a transformation in the classical approach to visual sensing encodes detected instantaneous per-pixel illumination changes into an asynchr…

cs.CV2025

Category-level Meta-learned NeRF Priors for Efficient Object Mapping

Saad Ejaz, Hriday Bavle, Laura Ribeiro +2

In 3D object mapping, category-level priors enable efficient object reconstruction and canonical pose estimation, requiring only a single prior per semantic category (e.g., chair,…

cs.CV2024

Towards Localizing Structural Elements: Merging Geometrical Detection with Semantic Verification in RGB-D Data

Ali Tourani, Saad Ejaz, Hriday Bavle +2

RGB-D cameras supply rich and dense visual and spatial information for various robotics tasks such as scene understanding, map reconstruction, and localization. Integrating depth a…

cs.CV2022★ 119 cited

Visual SLAM: What are the Current Trends and What to Expect?

Ali Tourani, Hriday Bavle, Jose Luis Sanchez-Lopez +1

Vision-based sensors have shown significant performance, accuracy, and efficiency gain in Simultaneous Localization and Mapping (SLAM) systems in recent years. In this regard, Visu…