Kuang-Man Huang

Title: Innovator Kuang-Man Huang: Pioneering Machine Learning in Image Reconstruction

Introduction

Kuang-Man Huang, located in Zhubei, Taiwan, is an accomplished inventor known for his significant contributions in image reconstruction technology utilizing machine learning processes. With a total of three patents to his name, Huang's innovations are at the forefront of enhancing imaging techniques in various applications.

Latest Patents

Huang's recent patents demonstrate his innovative approach to tackling complex challenges in image processing. One noteworthy patent is the "Apparatus and methods for image reconstruction using machine learning processes." This invention involves methods, systems, and apparatuses designed to automatically reconstruct images, particularly 3D images. A computing device can obtain an image and apply a trained machine learning process to generate coefficient values, which characterize the image across multiple dimensions. The generated mesh and displacement map are pivotal for creating an aligned mesh, ultimately storing the output data for display.

Another significant patent by Huang is "Object scanning using planar segmentation." This invention provides techniques for generating three-dimensional models of objects from images or frames. The process includes detecting a plane within a frame capturing an object and segmenting the object based on the detected plane. This leads to the creation of a refined 3D model, enhancing the accuracy of object representation.

Career Highlights

Kuang-Man Huang is currently employed at Qualcomm Incorporated, a leading technology company known for its innovations in telecommunications and computing. His work focuses on implementing advanced machine learning techniques to improve image reconstruction and scanning technologies significantly.

Collaborations

Throughout his career, Huang has collaborated with talented peers, including Michel Adib Sarkis and Ke-Li Cheng. These partnerships have helped to further propel innovation in the fields of image processing and machine learning, showcasing the importance of teamwork in scientific progress.

Conclusion

Kuang-Man Huang's contributions to the field of image reconstruction and scanning through machine learning highlight his significant role as an inventor. His work at Qualcomm Incorporated and his inventive patents reflect a commitment to advancing technology and improving imaging techniques. As machine learning continues to evolve, inventors like Huang will be vital to driving future innovations in this space.