11 Feb

[Slides] Big picture : Information-Theoretical Semantic SLAM

Zida Wu

Next task: The urgent tests need to be carried out is to find the real pose estimation result only by landmark points without uncertainty evaluate the influence of uncertainty to find the pose estimation effect based on probability map of features After that we can then to test the EM alg...

14 Jan

Problems Review of Semantic SLAM and Paper Reivew

Zida Wu

This slides present the semantic core prolems and review four representative papers. Further, it told the main problems we met and the potential solutions to those problems. For a brief, the most thing we caring about is the uncertainty of detection or segmentation. Rather than discrete probabiliy...

01 Nov

Paper Reivew and Insufficiency of EM Semantic SLAM

Zida Wu

The main paper we reviewed is the Probabilistic Data Association for Semantic SLAM It depicts a promising vista about the probablistic semantic slam. Primarily proposed an EM mathematical framework to consider the detection probabilistic, and using iterative multiply probability way to bring in f...

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