IEEE Xplore Pubblication
"Object recognition in floor plans by graphs of white connected components"
Article pubblished on IEEE, written in collaboration with Simone Marinai. Based on my Master thesis project, it introduces a method for the automatic recognition of house floorplan images.
Abstract: In this paper we describe the object location module of a complete floor plan understanding system. The approach relies on a Region Adjacency Graph (RAG) whose nodes correspond to connected components of the background. Two types of node attributes are proposed and are used to locate and recognize objects similar to the models or to generalize the recognition to different shapes. The tests are made on two benchmark datasets and on one collection of floor plans downloaded from Internet and containing heterogeneous images.
Abstract: In this paper we describe the object location module of a complete floor plan understanding system. The approach relies on a Region Adjacency Graph (RAG) whose nodes correspond to connected components of the background. Two types of node attributes are proposed and are used to locate and recognize objects similar to the models or to generalize the recognition to different shapes. The tests are made on two benchmark datasets and on one collection of floor plans downloaded from Internet and containing heterogeneous images.
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