18541317. ELECTRONIC DEVICE FOR PERFORMING BEHAVIOR RECOGNITION AND OPERATION METHOD THEREOF simplified abstract (ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE)
Contents
ELECTRONIC DEVICE FOR PERFORMING BEHAVIOR RECOGNITION AND OPERATION METHOD THEREOF
Organization Name
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
Inventor(s)
ELECTRONIC DEVICE FOR PERFORMING BEHAVIOR RECOGNITION AND OPERATION METHOD THEREOF - A simplified explanation of the abstract
This abstract first appeared for US patent application 18541317 titled 'ELECTRONIC DEVICE FOR PERFORMING BEHAVIOR RECOGNITION AND OPERATION METHOD THEREOF
Simplified Explanation: The patent application describes an electronic device and method for behavior recognition, specifically focusing on analyzing video clips to determine the behavior of an object.
- Sampling frames are generated for each video clip at a specific interval.
- A cumulative feature map is created for each video clip based on the sampling frames.
- A behavior recognition model is developed using the cumulative feature map to identify the behavior of the object in the video clip.
- The method accounts for variations in behavior time among different video clips.
Key Features and Innovation:
- Generation of sampling frames for video clips.
- Creation of cumulative feature maps for behavior analysis.
- Development of a behavior recognition model based on the feature maps.
- Adaptation to different behavior times in video clips.
Potential Applications: This technology can be used in security systems, surveillance cameras, and automated monitoring systems to identify and track specific behaviors.
Problems Solved: This technology addresses the challenge of accurately recognizing and analyzing behaviors in video clips, even when behavior times vary.
Benefits:
- Enhanced accuracy in behavior recognition.
- Improved monitoring and tracking capabilities.
- Efficient analysis of video data.
Commercial Applications: Potential commercial applications include security systems, retail analytics, and automated surveillance systems. This technology could also be valuable in sports analytics and entertainment industries.
Prior Art: Readers interested in prior art related to behavior recognition in video analysis can explore research in computer vision, machine learning, and artificial intelligence.
Frequently Updated Research: Stay informed about advancements in computer vision, machine learning algorithms, and video analysis techniques to enhance behavior recognition technology.
Questions about Behavior Recognition Technology: 1. How does this technology compare to existing methods of behavior recognition in video analysis? 2. What are the implications of variations in behavior time on the accuracy of behavior recognition in video clips?
Original Abstract Submitted
An electronic device for performing behavior recognition and an operation method thereof are provided. The method of operating the electronic device includes generating sampling frames for each video clip by performing sampling on a plurality of video clips at a first sampling interval, generating a cumulative feature map for each video clip based on the generated sampling frames for each video clip, and using the cumulative feature map for each video clip as an input, learning a behavior recognition model for determining a behavior of an object included in a target video clip, wherein the plurality of video clips may include the object performing a same behavior, and wherein behavior time, which represents time consumed from a start to an end of the same behavior performed by the object, may be different for each video clip.
