Optical Flow | PX4 Guide (main)
Optical Flow Optical Flow uses a downward facing camera and a downward facing distance sensor for velocity estimation. It can be
Optical flow modules are widely used in robotics and computer vision to detect motion and estimate velocity. By analyzing the movement of patterns in consecutive images, these modules can determine the speed and direction of a moving object or the observer itself . For example, drones equipped with downward-facing optical flow cameras can navigate in GNSS-denied environments, such as indoors or underground, by estimating their velocity relative to the ground . This enables precise hovering, position holding, and obstacle avoidance.
Optical flow data helps in segmenting images into different regions based on motion, which allows robots or autonomous vehicles to perceive depth and avoid obstacles . By detecting motion parallax, optical flow modules can distinguish between nearby and distant objects, enhancing navigation safety in dynamic environments.
In industrial and laboratory settings, optical flow modules are used as optical flow meters to measure the flow rate of fluids in pipes or systems . These devices use light, such as lasers or LEDs, to track particles in a fluid, providing non-invasive and highly accurate flow measurements. They are particularly useful in clean rooms, food production, and pharmaceutical applications where traditional mechanical flow meters may be impractical.
Optical flow modules often work in combination with distance sensors like LiDAR to improve velocity estimation and environmental awareness . This integration allows for more accurate motion tracking and positioning, which is critical for autonomous navigation and robotics.
Overall, optical flow modules are versatile tools used for:

Optical Flow Optical Flow uses a downward facing camera and a downward facing distance sensor for velocity estimation. It can be
FlowDiffuser estimates optical flow through a ''noise-to-flow'' strategy, progressively eliminating noise from ran-domly generated flows
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Optical flow is the distribution of the apparent velocities of objects in an image. By estimating optical flow between video frames, you
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This optical flow-based learning process enables flying robots to estimate distances via the visual appearance of the objects in view.
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Introduction Generic Optical Flow Optical Flow is a way to analyze a scene and provide movement information, in the form of speed
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We can use this optical flow data to separate parts of a 2D image in 3D space. Consider in the train example, how objects near the
Overview The PX4FLOW (Optical Flow) Sensor is a specialized high resolution downward pointing camera module and a 3-axis gyro
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Optical flow or optic flow is the pattern of apparent motion of objects, surfaces, and edges in a visual scene caused by the relative
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It has led to remarkable progress in the field of optical flow and scene flow estimation. In this paper, we provide a
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