(Für diese Definition ist die deutsche Übersetzung noch nicht abgeschlossen)
Processes and devices which control the execution of pattern recognition algorithms.
Notes – technical background
These notes provide more information about the technical subject matter that is classified in this place:
The control may cause the result of a pattern recognition algorithm to be available within a predetermined time frame, e.g. by prioritising pattern recognition tasks over other tasks, by delegating tasks to processors which are currently idle, by lowering the frame rate (e.g. discarding every other image frame), or by altering the resolution of the image.
The control may also take the urgency of pattern recognition tasks into account; for example, an autonomous vehicle could prioritise tracking a detected pedestrian over tracking other more distant objects.
The control may also be adaptive to the available processing power or to the available bandwidth, e.g. by selecting simpler and less accurate algorithms when being executed on a mobile device, by dynamically altering between batch processing and real-time processing depending on predetermined criteria, or by skipping dispensable pre-processing steps.
Examples
Task scheduling to accommodate different steps, e.g. image recording, exposure control, recognition and video output
Recognition of scenes or scene-specific elements | G06V 20/00 |
Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition | G06V 30/00 |
Image or video recognition or understanding of human-related, animal-related or biometric patterns in image or video data | G06V 40/00 |
Image or video recognition or understanding, algorithms using pattern recognition or machine learning | G06V 10/70 |
Allocating computer resources to programs | G06F 9/50 |
Data processing for complex mathematical operations | G06F 17/10 |
Processes and devices which control the execution of pattern recognition algorithms.
Notes – technical background
These notes provide more information about the technical subject matter that is classified in this place:
The control may cause the result of a pattern recognition algorithm to be available within a predetermined time frame, e.g. by prioritising pattern recognition tasks over other tasks, by delegating tasks to processors which are currently idle, by lowering the frame rate (e.g. discarding every other image frame), or by altering the resolution of the image.
The control may also take the urgency of pattern recognition tasks into account; for example, an autonomous vehicle could prioritise tracking a detected pedestrian over tracking other more distant objects.
The control may also be adaptive to the available processing power or to the available bandwidth, e.g. by selecting simpler and less accurate algorithms when being executed on a mobile device, by dynamically altering between batch processing and real-time processing depending on predetermined criteria, or by skipping dispensable pre-processing steps.
Examples
Task scheduling to accommodate different steps, e.g. image recording, exposure control, recognition and video output
Recognition of scenes or scene-specific elements | G06V 20/00 |
Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition | G06V 30/00 |
Image or video recognition or understanding of human-related, animal-related or biometric patterns in image or video data | G06V 40/00 |
Image or video recognition or understanding, algorithms using pattern recognition or machine learning | G06V 10/70 |
Allocating computer resources to programs | G06F 9/50 |
Data processing for complex mathematical operations | G06F 17/10 |