Search Results - image+analysis

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Predicting Railroad Ballast Fouling Conditions Based on Ballast Image
Reference #: 01616 The University of South Carolina is offering licensing opportunities for Predicting Railroad Ballast Fouling Conditions Based on Ballast Image Background: Evaluating railway ballast fouling conditions are critical to assessing track conditions and arranging proper ballast maintenance. The fouled ballast affects the performance...
Published: 7/10/2026   |   Updated: 10/10/2022   |   Inventor(s): Yufeng Gong, Yu Qian
Keywords(s): fouled ballast, fouling severity prediction, image analysis, Railroad, RGB distribution, track maintenance
Category(s): Engineering and Physical Sciences
Computer Vision Based Real-Time Pixel-Level Railroad Track Components Detection System
Reference #: 01467 The University of South Carolina is offering licensing opportunities for Computer vision based real-time pixel-level railroad track components detection system Background: Rail inspection is the practice of examining railroads for flaws that could lead to catastrophic failures. This process takes a lot of time and is typically...
Published: 7/15/2026   |   Updated: 5/7/2021   |   Inventor(s): Yu Qian, Feng Guo
Keywords(s): convolutional neural network, deep learning, image analysis, missing or broken component, railroad track inspection, real-time process
Category(s): Software and Computing, Engineering and Physical Sciences