OpenCodePapers

stereo-lidar-fusion-on-kitti-depth-completion

Depth EstimationStereo-LiDAR Fusion
Results over time
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Leaderboard
PaperCodeRMSEModelNameReleaseDate
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation636.2Volumetric Propagation Network2021-03-24
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion725.43CSPN++2019-11-13
3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization✓ Link749.3CCVN2019-04-05
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery749.3LiStereo2019-05-07
Non-Local Spatial Propagation Network for Depth Completion✓ Link771.8NLSPN2020-07-20
Learning Guided Convolutional Network for Depth Completion✓ Link777.78GuideNet2019-08-03
Pyramid Stereo Matching Network✓ Link884PSMNet2018-03-23
Scene Completeness-Aware Lidar Depth Completion for Driving Scenario✓ Link1009.6SCADC2020-03-15
End-to-End Learning of Geometry and Context for Deep Stereo Regression✓ Link1031.4GCNet2017-03-13