Intel corporation (20240331195). METHODS AND APPARATUS FOR SCALE RECOVERY FROM MONOCULAR VIDEO simplified abstract
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METHODS AND APPARATUS FOR SCALE RECOVERY FROM MONOCULAR VIDEO
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METHODS AND APPARATUS FOR SCALE RECOVERY FROM MONOCULAR VIDEO - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240331195 titled 'METHODS AND APPARATUS FOR SCALE RECOVERY FROM MONOCULAR VIDEO
The patent application describes methods, apparatus, systems, and articles of manufacture for scale recovery from monocular video. It involves segmenting an input image from a monocular video to detect an object, estimating camera parameters, refining the estimated parameters using known object heights, calculating a scale for the video, refining the scale based on user input, and reporting the scaling results for visualization.
- Segment input image to detect object in camera field
- Estimate camera parameters from segmented image
- Refine estimated parameters using known object heights
- Calculate scale for video
- Refine scale based on user input
- Report scaling results for visualization
Potential Applications: - Augmented reality applications - Virtual reality systems - Video editing software - Surveillance systems - Robotics and autonomous vehicles
Problems Solved: - Accurately determining scale in monocular videos - Enhancing object detection and tracking - Improving visualizations in various applications
Benefits: - Improved accuracy in scaling objects in videos - Enhanced user experience in augmented reality applications - Streamlined video editing processes - Increased efficiency in surveillance and robotics systems
Commercial Applications: Title: "Enhanced Scale Recovery Technology for Video Applications" This technology can be utilized in industries such as entertainment, security, and automation. It can enhance the capabilities of video editing software, surveillance systems, and augmented reality applications, leading to improved user experiences and increased efficiency in various commercial settings.
Questions about Scale Recovery from Monocular Video: 1. How does this technology improve object detection in monocular videos?
- This technology enhances object detection by accurately estimating camera parameters and refining the scale of the video based on user input.
2. What are the potential implications of this technology for augmented reality applications?
- This technology can significantly improve the accuracy and realism of augmented reality experiences by ensuring precise scaling of virtual objects in the real world.
Original Abstract Submitted
methods, apparatus, systems and articles of manufacture are disclosed for scale recovery from monocular video. an example non-transitory computer readable medium comprises instructions that, when executed, cause a machine to at least segment an input image from a monocular video to detect an object in the camera field, estimate camera parameters from the segmented input image, iteratively refine the estimated camera parameters using known object heights, calculate a scale for the video, iteratively refine the scale based on a user input, and report the scaling results for visualization.
