Vehicle Edge Line Prioritization for Parking Detection
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Solution Overview
Problem
Existing image processing devices face prolonged processing times when detecting parking spaces due to the extraction of numerous edge lines from complex road surfaces, such as those with cobblestone patterns, which increases the detection time.
Innovation Solution
An image processing device that prioritizes and limits the registration of edge lines based on their length and strength, focusing on delimiting lines, thereby reducing the number of edge lines considered for processing and shortening the detection time.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If many edge lines are extracted from complex road surfaces, then the completeness of edge line detection is improved, but the processing time for parking space detection is prolonged
Solution Approach 1:
The patent extracts only the necessary edge lines for parking space detection by filtering out irrelevant edge lines from complex road surfaces. The extraction unit selectively identifies edge lines based on specific criteria (such as orientation, position, and visual characteristics) that are relevant to parking space delimitation, thereby reducing the total number of edge lines processed while maintaining detection accuracy.
Solution Approach 2:
The patent applies different processing qualities to different regions and types of edge lines. The evaluation unit assesses each edge line's local characteristics (such as its role in delimiting parking spaces versus marking road features) and applies selective registration only to edge lines that meet the criteria for parking space detection, optimizing the balance between completeness and processing time.
2Measurement precision
If all extracted edge lines are registered for parking space detection, then the detection accuracy is improved, but the detection time is prolonged
Solution Approach 1:
The patent applies partial action by registering only a subset of extracted edge lines rather than all of them. The registration unit selectively registers edge lines that meet specific criteria (such as those most likely to delimit parking spaces) while excluding those that are less relevant, thereby maintaining sufficient detection accuracy while reducing processing time.
Solution Approach 2:
The patent performs preliminary evaluation and sorting of edge lines before registration. The evaluation unit preliminarily assesses each edge line's suitability for parking space detection and ranks them accordingly, allowing the registration unit to process only the most promising candidates first, thus optimizing the balance between accuracy and speed.
Data Source
AI summary
An image processing device includes: an extraction unit configured to extract at least one edge line based on image data obtained by an imaging device configured to capture a surrounding of a vehicle; a giving unit configured to give a priority to each of the at least one edge line; a registration unit configured to register the at least one edge line in descending order of the priority while limiting a number of registration of the at least one edge line to an upper limit or smaller of the number of registration; and a detection unit configured to detect a parking space, based on the at least one edge line registered.


