SPRACX2 April   2021 TDA4VM , TDA4VM-Q1

 

  1.   Trademarks
  2. 1Introduction
  3. 2What is Structure From Motion?
  4. 3Introduction to Occupancy Grid Mapping
  5. 4From Point-Cloud to OG Map
  6. 5Algorithm Flow: SFM-Based OG Mapping
  7. 6Algorithm Flow: SFM-Based OG Mapping on TDA4VM
  8. 7First Example Implementation on TDA4VM
  9. 8Second Example implementation on TDA4VM
  10. 9References

Algorithm Flow: SFM-Based OG Mapping

The algorithm flow of the SFM based OG Mapping algorithm described in this application report is shown in Figure 5-1.

GUID-20210317-CA0I-BDP0-TNZF-LMXS9WGFKMGH-low.png Figure 5-1 SFM-Based Occupancy Grid Mapping Algorithm Flow

It is important to note that some of the subtasks such as the Dense Optical Flow (DOF) block, Image Pyramid Formation and Image Processing need to be performed on hardware accelerators (HWAs) because without hardware acceleration, these processing intensive tasks cannot be performed in real-time.