ToF Sensor Pipeline & Point Cloud Processing Expert (IMU & Depth Fusion)

Posted last week

Worldwide

Summary

Key Responsibilities: - Data Fusion: Integrate high-frequency IMU data with depth (XYZ/intensity) and RGB image streams to handle motion compensation and frame-to-frame alignment during dynamic movement (e.g., manual pole sweeps). - Pipeline Prototyping: Develop a modular processing script (preferably in Python using tools like Open3D or equivalent libraries) to process raw frames into coherent point clouds. - Filtering & Noise Reduction: Implement and tune filtering options to clean outlier data, handle motion blur, and remove environmental artifacts driven by IMU and sensor data. Ideal Skills & Background: - Strong proficiency in Python and 3D point cloud processing frameworks (e.g., Open3D, PCL, or custom NumPy/SciPy pipelines). - Solid understanding of sensor fusion (combining IMU orientation/acceleration with depth data). - Experience working with depth cameras, ToF sensors, or stereo vision systems - Practical background in handling spatial coordinate transformations, calibration, and outlier rejection algorithms. When applying, please briefly mention your past experience with point cloud generation or IMU/depth sensor data fusion.

  • Less than 30 hrs/week
    Hourly
  • 1-3 months
    Duration
  • Expert
    Experience Level
  • Remote Job
  • Ongoing project
    Project Type
Skills and Expertise
Mandatory skills
SciPy
Python
C++
Open3D
Point Clouds
Activity on this job
  • Proposals:20 to 50
  • Last viewed by client:2 hours ago
  • Interviewing:
    0
  • Invites sent:
    0
  • Unanswered invites:
    0
About the client
Member since Mar 16, 2011
  • United States
    Palo Alto10:02 PM
  • $243K total spent
    72 hires, 0 active
  • 12,042 hours

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