Company Filing History:
4 out of 2,596 
1 out of 131,500 
Years Active: 2021-2025
Title: Konstantinos Daniilidis: Innovator in Real-Time State Estimation
Introduction
Konstantinos Daniilidis is a prominent inventor based in Wynnewood, PA (US). He has made significant contributions to the field of real-time state estimation for fast-moving objects. With a total of 4 patents to his name, Daniilidis is recognized for his innovative approaches that leverage advanced technologies.
Latest Patents
One of his latest patents is titled "Systems and methods for real-time state estimation of fast-moving objects." This patent provides a method for predicting the location of a fast-moving object by utilizing event information from an event camera. The method involves generating a Binary Event History Image (BEHI) and using it as input to an event-based neural network. The output includes a predicted location, a normal distribution indicating prediction uncertainty, and a predicted time-to-collision (TTC). Additionally, the method estimates a second predicted location based on the first predicted location and actuates a mechanical catching device accordingly.
Another notable patent is "Methods, systems, and computer readable media for estimation of optical flow, depth, and egomotion using neural network trained using event-based learning." This method predicts motion indications using input from an event-based camera. It involves discretizing events into time discretized event volumes and providing these volumes as input to an encoder-decoder neural network. The network is trained to predict motion indications, which can be utilized in various machine vision applications.
Career Highlights
Daniilidis has worked with esteemed organizations such as the University of Pennsylvania and Samsung Electronics Co., Ltd. His work in these institutions has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Throughout his career, Konstantinos Daniilidis has collaborated with notable individuals, including Alex Zihao Zhu and Nikolay Asenov Atanasov. These collaborations have further enriched his research and development efforts.
Conclusion
Konstantinos Daniilidis stands out as an influential inventor in the realm of real-time state estimation and machine vision. His innovative patents and collaborations reflect his commitment to advancing technology and enhancing our understanding of fast-moving objects.