Automated Animal Mating Analysis Using Motion Pattern Tracking
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Solution Overview
Problem
Manual observation of animal mating behaviors is inefficient, costly, and prone to inaccuracies, particularly in large populations, making it difficult to track and predict mating events effectively.
Innovation Solution
An automated system using image-capturing devices and processors to detect, track, and analyze motion patterns of male and female animals, comparing these patterns with predetermined behaviors to determine the likelihood of mating actions, and optionally using audio inputs to enhance accuracy.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual observation is used to monitor mating behaviors, then a person can directly observe and interpret animal interactions, but the process becomes cost- and time-inefficient, especially in large populations
Solution Approach 1:
The patent replaces the manual mechanical observation system with an automated image analysis system using cameras and computer vision algorithms. The system captures images of animal groups and automatically detects, tracks, and analyzes mating behaviors through pattern recognition, eliminating the need for human observers while maintaining observation accuracy and significantly improving monitoring efficiency
Solution Approach 2:
The system creates visual copies of the animal environment through image capture devices, allowing virtual observation and analysis of mating behaviors. The image processing system generates digital representations of animal interactions that can be analyzed without physical human presence, enabling simultaneous monitoring of multiple groups without additional cost or time
2Loss of information
If manual observation is used to track mating actions, then direct interpretation of behavior can be obtained, but the effective mating action is difficult to trace, particularly in large bird populations
Solution Approach 1:
The patent segments the complex task of mating detection into distinct processing stages: image capture, animal detection, tracking, motion pattern recognition, and behavior classification. By dividing the monitoring system into multiple functional modules, the system can effectively trace mating events in large populations while managing computational complexity through structured data flow and specialized algorithms for each stage
3Productivity
If automated image analysis is implemented to monitor mating behaviors, then productivity and accuracy are improved, but the device complexity increases
Solution Approach 1:
The patent implements a multi-functional automated system that performs detection, tracking, pattern recognition, and behavior analysis using integrated image processing algorithms. The same core image analysis infrastructure supports multiple monitoring functions simultaneously, reducing overall system complexity compared to separate specialized systems while maintaining high productivity and accuracy across different animal groups and behaviors
Data Source
AI summary
A system (100) for analyzing mating behavior of an animal species, comprising: an image-capturing device (110) configured to capture a plurality of time-successive image frames, and a processor (120), wherein the system is configured to detect and track at least one male (130) and female (140) of an animal species, register a motion pattern (150) of at least one of the tracked male and the tracked female, compare the registered motion pattern with a predetermined motion pattern (160), determine the likelihood of an action associated with a mating behavior between the tracked male and the tracked female, and, based on the determined likelihood, capture, via the image-capturing device, a set of time-successive image frames, wherein each image frame set of time-successive frame comprises at least one of the tracked male and the tracked female, and register the motion pattern as a function of the captured set of time-successive image frames.