Seung Yeob Chae

Title: Seung Yeob Chae: Innovator in Deep Learning and Video Content Security

Introduction

Seung Yeob Chae is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the fields of deep learning and video content security. With a total of 2 patents, his work focuses on enhancing the stability and reliability of artificial neural networks and preventing video content forgery.

Latest Patents

One of his latest patents is a weight initialization method and apparatus for stable learning of deep learning models using activation functions. This invention provides an artificial neural network learning apparatus that includes an input unit for acquiring input or training data, a memory for storing this data, and a processor that performs computations based on the artificial neural network model. The processor sets the initial weight based on the number of nodes in the first and second layers of the model, ensuring effective learning.

Another notable patent is an apparatus, method, and system for detecting additional data to prevent forgery of video content. This invention includes a content input unit for receiving video content, a display unit for showing the content, and an additional data detector that identifies extra data, such as watermarks, within the video. The display controller manages the display screen based on the detection results, enhancing the integrity of video content.

Career Highlights

Seung Yeob Chae is currently associated with Markany Inc., a company known for its innovative solutions in digital content security. His work at Markany has positioned him as a key player in the development of technologies that address critical challenges in deep learning and video data protection.

Collaborations

He has collaborated with notable colleagues, including So Won Kim and Min Soo Park, contributing to various projects that leverage their combined expertise in technology and innovation.

Conclusion

Seung Yeob Chae's contributions to deep learning and video content security highlight his role as an influential inventor. His patents reflect a commitment to advancing technology and ensuring the integrity of digital content.