18155349. INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM simplified abstract (CANON KABUSHIKI KAISHA)
INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
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INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18155349 titled 'INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
Simplified Explanation
The patent application describes an information processing apparatus that can track a specific object in a series of images captured at different times. Here are the key points:
- The apparatus uses a learned model to detect the position of a predetermined object in an input image.
- It retains a feature quantity of the tracking target based on the learned model.
- It acquires feature quantities of objects in multiple images using the learned model.
- It detects a candidate object similar to the tracking target by comparing the feature quantities of the tracking target and the objects in the images.
- It identifies the correlation between the candidate object detected in one image and the candidate object in another image captured at a different time.
Potential applications of this technology:
- Object tracking in surveillance systems: The apparatus can be used to track specific objects or individuals in a series of surveillance images, making it easier to monitor their movements.
- Augmented reality: The technology can be utilized to track virtual objects in real-world environments, enhancing the user's augmented reality experience.
- Autonomous vehicles: The apparatus can help autonomous vehicles track and identify objects in their surroundings, improving their navigation and safety capabilities.
Problems solved by this technology:
- Accurate object tracking: The apparatus can accurately track a specific object across multiple images, even if the object's appearance or position changes.
- Time-based correlation: By identifying the correlation between objects in images captured at different times, the technology can provide a temporal understanding of object movements.
Benefits of this technology:
- Improved surveillance and security: The apparatus enables efficient and reliable tracking of objects in surveillance systems, enhancing security measures.
- Enhanced user experience: In augmented reality applications, the technology ensures that virtual objects are accurately placed and tracked in the real world, providing a seamless user experience.
- Safer autonomous vehicles: By accurately tracking objects in their surroundings, autonomous vehicles can make better decisions and avoid potential collisions.
Original Abstract Submitted
An information processing apparatus configured to track a specific object in images captured at a plurality of times includes a retaining unit configured to retain a feature quantity of a tracking target based on a learned model configured to detect a position of a predetermined object in an input image, an acquisition unit configured to acquire feature quantities of objects in a plurality of images based on the learned model, a detection unit configured to detect a candidate object similar to the tracking target based on the feature quantity of the tracking target and the feature quantities of the objects acquired from the plurality of images, and an identification unit configured to identify a correlation between the candidate object detected in a first image and the candidate object in a second image captured at a different time from the first image among the plurality of images.
