Company Filing History:
Years Active: 2017-2025
Title: Moran Cohen: Innovator in Maritime Visual Event Detection
Introduction
Moran Cohen is a prominent inventor based in Jerusalem, Israel, known for her contributions to the field of maritime technology. With a total of 6 patents to her name, she has developed innovative systems that enhance safety and efficiency in transportation environments.
Latest Patents
One of her latest inventions is a system and method for automatic detection of visual events in transportation environments. This invention provides a hybrid model for maritime visual event detection, utilizing video data reduction by detecting changes and transmitting images to a deep learning model only when necessary. This approach simplifies the process by using straightforward deep learning models that operate on sparse individual frames, rather than complex models that require multiple frames. Additionally, independent, rule-based classifiers are employed to categorize visual events, allowing for the construction of higher-level events from multiple detections.
Another significant patent is a system and method for maritime vessel risk assessment in response to visual events. This system detects maritime visual events using cameras aboard vessels, providing image data to a processor. The visual events can relate to safety, security, maintenance, crew behavior, and cargo. A risk assessment score is generated based on the detected events, which can be aggregated from multiple events or a fleet of vessels to produce overall scores.
Career Highlights
Moran has worked with notable companies such as Shipin Systems Inc. and Flash Networks, Ltd. Her experience in these organizations has contributed to her expertise in developing advanced maritime technologies.
Collaborations
Throughout her career, Moran has collaborated with talented individuals, including Ilan Naslavsky and David J Michael. These partnerships have fostered innovation and the development of cutting-edge solutions in her field.
Conclusion
Moran Cohen's work in maritime visual event detection and risk assessment showcases her innovative spirit and dedication to enhancing safety in transportation environments. Her contributions continue to impact the industry positively.