Company Filing History:
Years Active: 2020-2025
Title: **Innovative Contributions of Dae Hyun Ji in Neural Network Technology**
Introduction
Dae Hyun Ji is a prominent inventor based in Hwaseong-si, South Korea, recognized for his significant contributions to the field of neural network technology. With a remarkable portfolio of 9 patents, his work has been instrumental in advancing methods used in image processing and lane generation.
Latest Patents
Dae Hyun Ji's latest patents showcase his innovative approach to technology. One notable patent is a **Method and Apparatus with Lane Generation**, which outlines a comprehensive method for generating lane information using a neural network. This involves creating a lane probability map from an input image, generating lane and depth feature information via a second neural network, and ultimately producing three-dimensional (3D) lane information through a series of neural network applications.
Another significant patent is the **Image Processing Method and Apparatus with Neural Network Adjustment**. This patent provides a novel approach to adjusting a neural network that classifies input images into various classes. By employing a convolutional network, Ji's method generates a feature image, determines class correspondence, and utilizes a deconvolutional network to refine the output, ensuring accuracy through loss calculations based on preset verification images.
Career Highlights
Dae Hyun Ji has made a remarkable impact at Samsung Electronics Co., Ltd., where he continues to thrive as an innovator. His expertise in neural networks has positioned him as a key contributor to the company's research and development initiatives. Over his career, his inventive spirit has led to numerous advancements within his domain.
Collaborations
In his journey as an inventor, Dae Hyun Ji has had the privilege of collaborating with talented coworkers such as Dokwan Oh and Jaewoo Lee. These partnerships have fostered an environment of innovation, allowing for the exchange of ideas and enhancing technological developments at Samsung Electronics.
Conclusion
Dae Hyun Ji's contributions to the field of neural networks signify a blend of creativity and technical prowess. With his extensive patent portfolio and collaborative efforts, he continues to drive innovations that pave the way for advanced technologies in image processing and lane generation. His work remains influential not only within Samsung Electronics but also in the broader landscape of technology development.