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3D Lane Detection

The goal of 3D Lane Detection is to perceive lanes that provide guidance for autonomous vehicles. A lane can be represented as a visible laneline or a conceptual centerline. Furthermore, a lane obtains extra attributes from the understanding of the surrounding environment.

( Image credit: OpenLane-V2 )

Papers

Showing 125 of 54 papers

TitleStatusHype
MapTR: Structured Modeling and Learning for Online Vectorized HD Map ConstructionCode3
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
PETRv2: A Unified Framework for 3D Perception from Multi-Camera ImagesCode3
PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane BenchmarkCode2
Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane PriorsCode2
LATR: 3D Lane Detection from Monocular Images with TransformerCode2
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view RepresentationCode2
Monocular Lane Detection Based on Deep Learning: A SurveyCode2
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD MappingCode2
VectorMapNet: End-to-end Vectorized HD Map LearningCode2
TopoMLP: A Simple yet Strong Pipeline for Driving Topology ReasoningCode2
ONCE-3DLanes: Building Monocular 3D Lane DetectionCode2
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
Graph-based Topology Reasoning for Driving ScenesCode2
ScalableMap: Scalable Map Learning for Online Long-Range Vectorized HD Map ConstructionCode1
RepVF: A Unified Vector Fields Representation for Multi-task 3D PerceptionCode1
3D-LaneNet: End-to-End 3D Multiple Lane DetectionCode1
WS-3D-Lane: Weakly Supervised 3D Lane Detection With 2D Lane LabelsCode1
Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane DetectionCode1
Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane DetectionCode1
Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry ConstraintsCode1
3DLaneNAS: Neural Architecture Search for Accurate and Light-Weight 3D Lane DetectionCode0
Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model DevelopmentCode0
BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-PointsCode0
BEV-LaneDet: a Simple and Effective 3D Lane Detection BaselineCode0
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