Vehicle Parking Violation Detection System
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Solution Overview
Problem
Current methods lack an efficient and automated system for detecting parking violations, which are common and can disrupt traffic flow, as they rely on manual observation or limited automatic systems that do not cover all types of violations.
Innovation Solution
A vehicle-mounted system equipped with a processor, image capturing unit, and neural network model that continuously captures images of the surroundings, determines if the vehicle is stationary, and performs image processing to identify parking violations, generating alerts and suggesting legal parking routes.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual observation or limited automatic systems are used for detecting parking violations, then device complexity is reduced, but detection reliability and coverage are insufficient
Solution Approach 1:
The parking violation detection system integrates multiple detection functions into a single device, including stationary state detection, red line detection, and double parking detection, allowing one system to perform multiple violation detection tasks simultaneously
Solution Approach 2:
The system uses an image capturing unit as an intermediary to convert physical parking scenarios into digital images, which are then processed by the processor to detect violations, bridging the gap between physical observation and automated analysis
2Measurement precision
If continuous image capture and processing are performed to detect all parking violations, then detection precision is improved, but energy consumption and processing time increase
Solution Approach 1:
The system performs preliminary detection by first determining whether the vehicle is in a stationary state before conducting full parking violation detection, filtering out unnecessary processing for moving vehicles and reducing overall energy consumption
Solution Approach 2:
The system applies partial action by selectively performing image processing only when the vehicle is stationary, rather than continuously processing all captured images, thereby reducing energy consumption while maintaining detection precision for relevant cases
Data Source
AI summary
A method for detecting parking violation associated with a vehicle is provided and includes: after an engine unit of the vehicle is switched to an activated state, controlling an image capturing unit to continuously capture images of a surrounding environment of the vehicle; determining whether the vehicle is in a stationary state; when it is determined that the vehicle is in a stationary state, performing an image processing procedure on at least one of the images for determining whether a violation condition is met, the violation condition indicating parking violation of the vehicle; and when the determination is affirmative, generating an alert for output.