Aiming at solving the problem of target occlusion in crowded scenes, the aggregation of multiple camera views can outperform a single view. Some researchers project the feature map or RGB image getting from the feature extraction network to the ground plane by perspective transformation and then use the spatial aggregation without anchor frame to aggregate the feature maps of multiple views. However, the projected feature maps are limited by a lack of semantic information. In order to obtain feature maps with rich semantic information, we will introduce a new multi-view detection method MVT, which effectively extracts features from multiple perspectives. To improve TP and the overall robustness of the model, we will also introduce a method for predicting the positioning uncertainty of bounding box reliability.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Vehicle-Road Multi-View Interactive Data Fusion


    Contributors:
    Zhang, Xinyu (author) / Li, Jun (author) / Li, Zhiwei (author) / Liu, Huaping (author) / Zhou, Mo (author) / Wang, Li (author) / Zou, Zhenhong (author)

    Published in:

    Publication date :

    2023-05-11


    Size :

    14 pages




    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    INTERACTIVE MULTI-DISPLAY SURROUNDING-VIEW SYSTEM FOR VEHICLE

    GOVINDARAJAN NIKHILESH / YUAN SHUO / JOHNSON WILLIAM M | European Patent Office | 2024

    Free access

    INTERACTIVE MULTI-DISPLAY SURROUNDING-VIEW SYSTEM FOR VEHICLE

    GOVINDARAJAN NIKHILESH / YUAN SHUO / JOHNSON WILLIAM M | European Patent Office | 2024

    Free access

    INTERACTIVE MULTI-DISPLAY SURROUNDING-VIEW SYSTEM FOR VEHICLE

    GOVINDARAJAN NIKHILESH / YUAN SHUO / JOHNSON WILLIAM M | European Patent Office | 2023

    Free access

    INTERACTIVE MULTI-DISPLAY AMBIENT VIEW SYSTEM FOR A VEHICLE

    GOVINDARAJAN NAGA / YUAN SHENGMEI / JOHNSON WILLIAM M | European Patent Office | 2024

    Free access

    Vehicle-road cooperation bus priority system based on multi-source data fusion

    YOU WEIJUN | European Patent Office | 2025

    Free access