Brief Announcement: Optimized GPU-accelerated Feature Extraction for ORB-SLAM Systems

Author:

Muzzini Filippo1ORCID,Capodieci Nicola1ORCID,Cavicchioli Roberto2ORCID,Rouxel Benjamin1ORCID

Affiliation:

1. University of Modena and Reggio Emilia, Modena, Italy

2. University of Modena and Reggio Emilia, Reggio Emilia, Italy

Funder

Electronic Components and Systems for European Leadership

Publisher

ACM

Reference27 articles.

1. Stefano Aldegheri , Nicola Bombieri , Domenico D. Bloisi , and Alessandro Farinelli . 2019 . Data Flow ORB-SLAM for Real-time Performance on Embedded GPU Boards. In 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 5370--5375 . https://doi.org/10.1109/IROS40897.2019.8967814 10.1109/IROS40897.2019.8967814 Stefano Aldegheri, Nicola Bombieri, Domenico D. Bloisi, and Alessandro Farinelli. 2019. Data Flow ORB-SLAM for Real-time Performance on Embedded GPU Boards. In 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 5370--5375. https://doi.org/10.1109/IROS40897.2019.8967814

2. Michael Calonder , Vincent Lepetit , Christoph Strecha , and Pascal Fua . 2010 . BRIEF: Binary Robust Independent Elementary Features. In Computer Vision -- ECCV 2010, Kostas Daniilidis, Petros Maragos , and Nikos Paragios (Eds.). Springer Berlin Heidelberg , Berlin, Heidelberg, 778--792. Michael Calonder, Vincent Lepetit, Christoph Strecha, and Pascal Fua. 2010. BRIEF: Binary Robust Independent Elementary Features. In Computer Vision -- ECCV 2010, Kostas Daniilidis, Petros Maragos, and Nikos Paragios (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 778--792.

3. ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual–Inertial, and Multimap SLAM

4. A Taxonomy of Modern GPGPU Programming Methods: On the Benefits of a Unified Specification

5. Contending memory in heterogeneous SoCs: Evolution in NVIDIA Tegra embedded platforms

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1. High-Performance Feature Extraction for GPU -Accelerated ORB-SLAMx;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

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