Company Filing History:
Years Active: 2025
Title: Mohan Liu: Innovator in Vehicle Damage Detection Technology
Introduction
Mohan Liu is a prominent inventor based in Chicago, IL (US), known for his contributions to the field of image processing and vehicle damage detection. With a total of 3 patents, Liu has developed innovative tools that enhance the accuracy and efficiency of vehicle damage assessment.
Latest Patents
One of Liu's latest patents is a tool for labeling training images for a vehicle characteristic detection model. This tool assists users in training statistical image models or classification engines, such as CNN models, to detect damaged areas on vehicles. It allows users to select and annotate various training images that depict different types of damage across various vehicle makes and models. The tool enables users to mark specific pixels associated with vehicle damage, which are then used to train image models for future damage detection.
Another significant patent involves an image processing system that analyzes vehicle images to determine the types of damage present. This system employs a neural network-based image model to process each pixel of the selected images, identifying damage types such as tears, scratches, dents, and misalignments. The characterization engine is trained using a diverse set of annotated images, ensuring accurate damage detection.
Career Highlights
Mohan Liu is currently employed at CCC Intelligent Solutions Inc., where he continues to innovate in the field of image processing and vehicle assessment technologies. His work has significantly impacted the automotive industry by providing advanced tools for damage detection.
Collaborations
Liu collaborates with talented professionals, including Neda Hantehzadeh and Steven Penny, who contribute to the development of cutting-edge technologies in their field.
Conclusion
Mohan Liu's innovative work in vehicle damage detection technology showcases his expertise and commitment to advancing image processing systems. His contributions are paving the way for more efficient and accurate assessments in the automotive industry.
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