Seokhwan Jang

Title: **Innovations of Seokhwan Jang: A Pioneer in 3D Feature Embedding and Video Segmentation**

Introduction

Seokhwan Jang, an accomplished inventor based in Yuseong-gu, South Korea, has made significant contributions to the fields of computer vision and machine learning. With a total of five patents to his name, Jang continues to push the boundaries of technological advancements through his innovative methodologies.

Latest Patents

Among the latest contributions from Seokhwan Jang are two notable patents:

1. **Method and Apparatus with Feature Embedding**

This patent involves a sophisticated method for estimating depth maps from multiple two-dimensional (2D) input images. By transforming these depth maps into three-dimensional (3D) information in a point cloud format, the invention allows for the generation of embedded features through a machine learning model. These embedded features effectively convey 3D shape information related to 2D objects within the input images.

2. **Method and Apparatus with Video Segmentation**

Jang's second patent presents a method for video segmentation that processes a sequence of image frames over time. By extracting feature vectors from the current and preceding frames, the invention generates a segmentation mask that accurately represents the objects in each frame. This methodology enhances the efficiency and accuracy of video analysis.

Career Highlights

Seokhwan Jang has an impressive professional background, having worked with renowned organizations such as Samsung Electronics Co., Ltd. and the Korea Advanced Institute of Science and Technology (KAIST). These experiences have equipped him with the know-how to excel in his field and significantly contributed to his inventive achievements.

Collaborations

Throughout his career, Jang has collaborated with talented colleagues, including Duhgoon Lee and Jong Beom Ra. These partnerships have played a vital role in fostering innovation and creative problem-solving, ultimately enhancing the development of his patented technologies.

Conclusion

Seokhwan Jang stands out as an influential inventor whose latest patents exhibit his expertise in 3D feature embedding and video segmentation. His work not only illustrates his inventive spirit but also his commitment to advancing technology in innovative ways. As he continues to explore new possibilities, the contributions of Seokhwan Jang will undoubtedly have a lasting impact on the technological landscape.