Intel corporation (20240214694). EPIPOLAR SCAN LINE NEURAL PROCESSOR ARRAYS FOR FOUR-DIMENSIONAL EVENT DETECTION AND IDENTIFICATION simplified abstract
Contents
EPIPOLAR SCAN LINE NEURAL PROCESSOR ARRAYS FOR FOUR-DIMENSIONAL EVENT DETECTION AND IDENTIFICATION
Organization Name
Inventor(s)
David Israel Gonzalez-aguirre of Hillsboro OR (US)
EPIPOLAR SCAN LINE NEURAL PROCESSOR ARRAYS FOR FOUR-DIMENSIONAL EVENT DETECTION AND IDENTIFICATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240214694 titled 'EPIPOLAR SCAN LINE NEURAL PROCESSOR ARRAYS FOR FOUR-DIMENSIONAL EVENT DETECTION AND IDENTIFICATION
The abstract describes a system utilizing epipolar scan line neural processor arrays for four-dimensional event detection and identification.
- Left and right input image data are used to generate left and right epipolar image data, each containing multiple scan lines.
- Neural processors process pairs of left and right epipolar scan lines to detect events in the input image data.
- Data packets representing the detected events are output by the apparatus.
Potential Applications: - Surveillance systems - Autonomous vehicles - Robotics - Medical imaging - Augmented reality
Problems Solved: - Efficient event detection in complex visual data - Real-time processing of image data - Enhanced accuracy in event identification
Benefits: - Improved performance in event detection - Reduced processing time - Increased reliability in identifying events
Commercial Applications: Title: "Advanced Event Detection System for Various Industries" This technology can be used in industries such as security, automotive, healthcare, and entertainment for enhanced event detection and identification.
Prior Art: Researchers can explore existing patents related to neural processor arrays, event detection systems, and image processing technologies to understand the background of this innovation.
Frequently Updated Research: Stay updated on advancements in neural processing, image recognition, and event detection technologies to enhance the capabilities of this system.
Questions about Epipolar Scan Line Neural Processor Arrays: 1. How do epipolar scan line neural processor arrays improve event detection compared to traditional methods? Epipolar scan line neural processor arrays utilize a specialized architecture to efficiently process image data for event detection, resulting in improved accuracy and speed.
2. What are the key challenges in implementing epipolar scan line neural processor arrays in real-world applications? The integration of neural processors with image data processing systems and optimizing the algorithms for different use cases are key challenges in implementing this technology effectively.
Original Abstract Submitted
example systems, apparatus, articles of manufacture, and methods are disclosed to implement and utilize epipolar scan line neural processor arrays for four-dimensional event detection and identification. an example apparatus disclosed herein is to generate, based on left input image data and right input image data, left epipolar image data and right epipolar image data, the left epipolar image data including a plurality of left epipolar scan lines, the right epipolar image data including a plurality of right epipolar scan lines. the example apparatus is also to process, with respective neural processors, respective pairs of the left epipolar scan lines and the right epipolar scan lines to detect events represented in the left input image data and the right input image data, and output data packets representative of the detected events.
