RMGCS: Real-time multimodal garbage classification system for recyclability
RMGCS: Real-time multimodal garbage classification system for recyclability
复制标题
RMGCS：实时多模式垃圾分类系统，实现可回收性
DOI：
10.3233/jifs-212225
复制
发表时间：
2022-01-01
影响因子：
2
通讯作者：
Ma, Kun
中科院分区：
文献类型：
--
作者：
Su, Nan;Lin, Zhishuo;Ma, Kun
Management of garbage classification is a general term for a series of activities to sort, store and transport garbage into public resources according to certain regulations or standards. Current garbage classification systems have several drawbacks, such as inability to identify multiple garbage categories, and high dependence on the surrounding environment. To address these issues, this paper has proposed the Real Time Multi-Modal Garbage classification System (abbreviated as RMGCS). It consists of two sub systems: an indoor garbage classification applet (abbreviated as IGCA) and an outdoor garbage classification system (abbreviated as OGCS). IGCA provides users with three methods of garbage classification, and OGCS provides users with outdoor real-time multi-target garbage classification and can dynamically update the recognition model. RMGCS achieves real-time, accurate, and multimodal classification. Finally, the experiments with RMGCS show that our approaches are effective and efficient.
