Si Haeng Lee

Title: **Inventor Si Haeng Lee: Pioneering Object Detection and Recognition**

Introduction

Si Haeng Lee is a notable inventor hailing from Daejeon, South Korea. With a total of two patents to his name, Lee's work has significantly contributed to the fields of object detection and image recognition. His innovative approaches leverage cutting-edge deep learning techniques, addressing complex challenges in these domains.

Latest Patents

Lee's latest patents showcase his expertise in advancing object detection methodologies. The first patent, titled "Method and Apparatus for Detecting Anchor-Free Object Based on Deep Learning," outlines a sophisticated method for detecting objects without anchors. This process includes receiving a target image for object detection, passing it through a backbone network for learning to generate a heatmap, conducting post-processing on the heatmap, and finally outputting the processed results on a screen.

His second patent, "Apparatus and Method for Recognizing Object Using Image," details an innovative apparatus designed for recognizing objects using images. This apparatus features a depth map generator that utilizes a feature map of the image through a dilated convolutional neural network (DCNN) to create a depth map. An object recognition device further enhances this by recognizing the object based on the generated depth map and the original image.

Career Highlights

Throughout his career, Si Haeng Lee has collaborated with leading companies in the automotive industry, most notably Hyundai Motor Company and Kia Motors Corporation. His work in these esteemed organizations has provided him with valuable experience and insights that he has channeled into his inventive efforts.

Collaborations

Si Haeng Lee has worked alongside talented colleagues including Jun Mo Kim and Jang Hyeon Lee. These collaborations have fostered a dynamic exchange of ideas and innovation, further enriching Lee's contributions to the field of object detection and recognition.

Conclusion

In conclusion, Si Haeng Lee stands out as an influential inventor whose patents in deep learning-based object detection and recognition methods signal a promising direction for future innovations. His contributions not only highlight his ingenuity but also underline the importance of collaborative efforts within the technological landscape. With a foundation built on experience and creativity, Lee continues to be an asset to the world of inventions and technological advancements.