Huimin Ma

Title: Huimin Ma: Innovator in 3D Object Detection Technology

Introduction

Huimin Ma is a prominent inventor based in Beijing, China. He has made significant contributions to the field of three-dimensional (3D) object detection. His innovative work has led to the development of advanced methods and systems that enhance the capabilities of object detection technologies.

Latest Patents

Huimin Ma holds a patent for a "Multimodal weakly-supervised three-dimensional (3D) object detection method and system, and device." This patent describes a method that involves shooting multiple two-dimensional (2D) red, green, and blue (RGB) images with a camera. It also includes acquiring ground points using a vehicle LiDAR sensor and generating a 3D frustum based on 2D box labels on each of the 2D RGB images. The method filters ground points in the 3D frustum and selects a region with the most 3D points. It generates a 3D pseudo-labeling bounding box of an object according to this region. Furthermore, it trains a multimodal superpixel dual-branch network with the 3D pseudo-labeling bounding boxes as labels and the 2D RGB image and the 3D point cloud as inputs. Finally, it inputs a 2D RGB image of a current frame and a 3D point cloud of a current scenario to the trained multimodal superpixel dual-branch network to generate an overall 3D point cloud. Huimin Ma has 1 patent to his name.

Career Highlights

Huimin Ma is affiliated with the University of Science and Technology Beijing. His work at the university has allowed him to explore and develop cutting-edge technologies in the field of object detection. His research has garnered attention for its innovative approach and practical applications.

Collaborations

Huimin Ma has collaborated with notable colleagues, including Yilin Wang and Haizhuang Liu. These collaborations have contributed to the advancement of research in 3D object detection and related fields.

Conclusion

Huimin Ma is a key figure in the realm of 3D object detection technology. His innovative methods and systems continue to influence the field and pave the way for future advancements.