18456303. EPIPOLAR SCAN LINE NEURAL PROCESSOR ARRAYS FOR FOUR-DIMENSIONAL EVENT DETECTION AND IDENTIFICATION simplified abstract (Intel Corporation)
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 18456303 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.
- Key Features and Innovation:**
- Utilization of epipolar scan line neural processor arrays for four-dimensional event detection.
- Generation of epipolar image data from left and right input image data.
- Processing of scan lines by neural processors to detect events in the input images.
- Potential Applications:**
- Surveillance systems for real-time event detection.
- Autonomous vehicles for identifying objects and obstacles.
- Medical imaging for detecting anomalies in scans.
- Problems Solved:**
- Efficient event detection in complex image data.
- Real-time processing of multiple scan lines.
- Accurate identification of events in input images.
- Benefits:**
- Improved accuracy in event detection.
- Faster processing of image data.
- Enhanced capabilities for various applications.
- Commercial Applications:**
- Security systems for monitoring and detecting suspicious activities.
- Automotive industry for autonomous driving technology.
- Healthcare sector for advanced medical imaging solutions.
- Questions about Epipolar Scan Line Neural Processor Arrays:**
1. How do epipolar scan line neural processor arrays improve event detection compared to traditional methods? 2. What are the potential limitations of using epipolar scan line neural processor arrays for event detection?
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.
