Title
Multimodal vehicle detection: fusing 3D-LIDAR and color camera data.
Abstract
•A multisensor and multimodal fusion system for vehicle detection is proposed.•A less explored LIDAR reflection is investigated for vehicle detection.•A late-fusion is proposed based on joint re-scoring and non-maximum suppression.•The fusion method shows higher accuracy than each modality alone in KITTI dataset.
Year
DOI
Venue
2018
10.1016/j.patrec.2017.09.038
Pattern Recognition Letters
Keywords
Field
DocType
Multimodal data,Deep learning,Object detection,Fusion
Computer vision,Object detection,Pattern recognition,Convolutional neural network,Lidar,Artificial intelligence,Deep learning,Monocular,Artificial neural network,Mathematics,Color image,Minimum bounding box
Journal
Volume
ISSN
Citations 
115
0167-8655
14
PageRank 
References 
Authors
0.62
25
5
Name
Order
Citations
PageRank
alireza asvadi1455.92
Luis Garrote2293.73
Cristiano Premebida323720.37
Paulo Peixoto419518.86
Urbano Nunes586772.37