Multi-robot semantic mapping based on deep learning framework

• المؤلف الرئيسي: Zhao, Chunyang
• مؤلفون آخرون: Wang Dan Wei
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/141300
• المؤسسة: Nanyang Technological University

In this work, we mathematically model the collaborative semantic perception problem with derive its probability decomposition, based on which we propose a novel incremental hierarchical collaborative probabilistic semantic mapping framework where a multi-modal sensor data fusion method is utilized t...