17971259. SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS simplified abstract (Cisco Technology, Inc.)
Contents
- 1 SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about Object Tracking and Behavior Analysis
- 1.13 Original Abstract Submitted
SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS
Organization Name
Inventor(s)
Hugo Latapie of Long Beach CA (US)
Ozkan Kilic of Long Beach CA (US)
Adam James Lawrence of Pasadena CA (US)
Ramana Rao V. R. Kompella of Cupertino CA (US)
SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS - A simplified explanation of the abstract
This abstract first appeared for US patent application 17971259 titled 'SPATIAL REGIME CHANGE DETECTION FOR VIDEO ANALYTICS
Simplified Explanation
A device tracks an object in video data and analyzes its behavior over time to provide alerts based on changes in its behavioral regimes.
- The device represents the object's spatial characteristics as timeseries data.
- It associates different portions of the timeseries with behavioral regimes of the object.
- Alerts are generated based on the rate of change of transitions between these behavioral regimes.
Key Features and Innovation
- Tracking and analyzing object behavior in video data.
- Representing object characteristics as timeseries data.
- Associating timeseries portions with behavioral regimes.
- Generating alerts based on changes in behavioral regimes.
Potential Applications
This technology can be used in:
- Surveillance systems for detecting suspicious behavior.
- Traffic monitoring for identifying erratic driving patterns.
- Industrial applications for tracking equipment performance.
Problems Solved
- Efficient monitoring of object behavior in video data.
- Early detection of abnormal behavior patterns.
- Improved security and safety measures.
Benefits
- Enhanced surveillance capabilities.
- Timely alerts for potential threats.
- Increased efficiency in monitoring tasks.
Commercial Applications
Behavioral Analysis System for Security Monitoring
This technology can be utilized in security systems to enhance threat detection and response mechanisms, improving overall security measures.
Prior Art
There are existing technologies for object tracking and behavior analysis in video data, but this innovation focuses on associating timeseries data with behavioral regimes for more accurate alerts.
Frequently Updated Research
Currently, there is ongoing research on improving the accuracy and speed of analyzing object behavior in video data for various applications.
Questions about Object Tracking and Behavior Analysis
Question 1
How does this technology differentiate between normal and abnormal behavior patterns?
This technology distinguishes between normal and abnormal behavior patterns by analyzing the rate of change in transitions between different behavioral regimes of the object.
Question 2
What are the potential challenges in implementing this technology in real-time surveillance systems?
One potential challenge in implementing this technology in real-time surveillance systems is ensuring the efficiency and accuracy of analyzing large volumes of video data in a timely manner.
Original Abstract Submitted
In one embodiment, a device tracks an object in video data captured by one or more cameras. The device represents spatial characteristics of the object over time as one or more timeseries. The device associates different portions of the one or more timeseries with behavioral regimes of the object. The device provides a portion of the video data for display as part of an alert that is based on a rate of change of transitions between the behavioral regimes of the object.
