Maptracker: Tracking with strided memory fusion for consistent vector hd map**
This paper presents a vector HD-map** algorithm that formulates the map** as a
tracking task and uses a history of memory latents to ensure consistent reconstructions over …
tracking task and uses a history of memory latents to ensure consistent reconstructions over …
Leveraging enhanced queries of point sets for vectorized map construction
In autonomous driving, the high-definition (HD) map plays a crucial role in localization and
planning. Recently, several methods have facilitated end-to-end online map construction in …
planning. Recently, several methods have facilitated end-to-end online map construction in …
High-definition maps construction based on visual sensor: A comprehensive survey
In recent years, the field of autonomous vehicles has seen a significant increase in
academic research, with high-definition (HD) maps emerging as a critical component of …
academic research, with high-definition (HD) maps emerging as a critical component of …
Online vectorized hd map construction using geometry
Abstract Online vectorized High-Definition (HD) map construction is critical for downstream
prediction and planning. Recent efforts have built strong baselines for this task, however …
prediction and planning. Recent efforts have built strong baselines for this task, however …
Solving motion planning tasks with a scalable generative model
As autonomous driving systems being deployed to millions of vehicles, there is a pressing
need of improving the system's scalability, safety and reducing the engineering cost. A …
need of improving the system's scalability, safety and reducing the engineering cost. A …
Producing and leveraging online map uncertainty in trajectory prediction
X Gu, G Song, I Gilitschenski… - Proceedings of the …, 2024 - openaccess.thecvf.com
High-definition (HD) maps have played an integral role in the development of modern
autonomous vehicle (AV) stacks albeit with high associated labeling and maintenance costs …
autonomous vehicle (AV) stacks albeit with high associated labeling and maintenance costs …
Insightmapper: A closer look at inner-instance information for vectorized high-definition map**
Vectorized high-definition (HD) maps contain detailed information about surrounding road
elements, which are crucial for various downstream tasks in modern autonomous driving …
elements, which are crucial for various downstream tasks in modern autonomous driving …
Mgmap: Mask-guided learning for online vectorized hd map construction
Currently high-definition (HD) map construction leans towards a lightweight online
generation tendency which aims to preserve timely and reliable road scene information …
generation tendency which aims to preserve timely and reliable road scene information …
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction
Abstract Vectorized High-Definition (HD) map construction requires predictions of the
category and point coordinates of map elements (eg road boundary lane divider pedestrian …
category and point coordinates of map elements (eg road boundary lane divider pedestrian …