Soonmin Hwang

Title: Innovations of Soonmin Hwang in Depth Estimation Technology.

Introduction

Soonmin Hwang is a notable inventor based in Daejeon, South Korea. He has made significant contributions to the field of depth estimation technology. His work focuses on utilizing thermal images and neural networks to enhance depth estimation processes.

Latest Patents

Soonmin Hwang holds a patent for an "Apparatus and method for depth estimation based on thermal image, and neural network learning method therefore." This innovative depth estimating apparatus operates using at least one processor. It includes a database that stores a photographed first color image, a training thermal image geometrically aligned with the first color image, and a second color image simultaneously photographed with the first color image as a training image set. The training apparatus trains a neural network in an unsupervised manner to output a chromaticity image and a binocular disparity image from the training thermal image. The training apparatus generates an estimated first color image from the second color image, the chromaticity image, and the binocular disparity image. It trains the neural network to minimize the difference between the estimated first color image and the photographed first color image.

Career Highlights

Soonmin Hwang is affiliated with the Korea Advanced Institute of Science and Technology, where he continues to advance his research and innovations. His work has garnered attention for its potential applications in various fields, including robotics and computer vision.

Collaborations

He has collaborated with notable colleagues such as In-So Kweon and Yukyung Choi, contributing to the advancement of technology in depth estimation.

Conclusion

Soonmin Hwang's innovative work in depth estimation technology showcases his expertise and commitment to advancing the field. His contributions are paving the way for future developments in this area.