Sung-Ho Bae

Title: Innovations of Sung-Ho Bae

Introduction

Sung-Ho Bae is a notable inventor based in Daejeon, South Korea. He has made significant contributions to the field of artificial intelligence and image processing. With a total of 2 patents, his work focuses on enhancing neural networks and super-resolution methods.

Latest Patents

One of his latest patents is titled "Artificial neural network system using a piecewise linear rectifier unit for compensating component defects." This invention includes an input layer that receives data, an output layer that produces corresponding output data, and a hidden layer group with multiple hidden layers. The connection weights in this system are updated based on the difference between the output data and the predicted data. Each hidden layer contains nodes with activation functions that determine output values based on the input value's range.

Another significant patent is the "Super-resolution method using local binary pattern classification and linear mapping." This method involves receiving a low-resolution input image, separating it into low-resolution unit patches, and classifying the texture type of each pixel. High-resolution unit patches are generated based on a mapping kernel corresponding to the texture type, ultimately combining these patches to create a high-resolution output image.

Career Highlights

Sung-Ho Bae is affiliated with the University-Industry Cooperation Group of Kyung Hee University. His work in this group emphasizes collaboration between academic research and industry applications, fostering innovation in technology.

Collaborations

Sung-Ho Bae collaborates with Sungyoung Lee, contributing to advancements in their respective fields.

Conclusion

Sung-Ho Bae's innovative patents and career at Kyung Hee University highlight his significant contributions to artificial intelligence and image processing. His work continues to influence the development of advanced technologies.