Junhao Huang

Title: Innovations of Junhao Huang in Neural Radiation Field Reconstruction

Introduction

Junhao Huang is a prominent inventor based in Zhejiang, China. He has made significant contributions to the field of neural radiation field reconstruction. His innovative approach combines multi-modal information fusion to enhance image rendering techniques.

Latest Patents

Junhao Huang holds a patent for a "Generalizable neural radiation field reconstruction method based on multi-modal information fusion." This patent outlines a comprehensive method that includes several steps. The first step involves constructing photometric and geometric features from unstructured multi-views. The second step converts these features into volume density and radiation brightness. The third step samples light using a multi-modal neural encoder, while the final step decodes the light context features to generate a free-view RGB-D image. This method also guides the dense reconstruction of low-texture scenes through a combination of photometric and geometric supervision.

Career Highlights

Junhao Huang is affiliated with Hangzhou City University, where he continues to advance his research and development in innovative technologies. His work has garnered attention for its potential applications in various fields, including computer vision and graphics.

Collaborations

Junhao Huang collaborates with notable colleagues such as Junjie Jiang and Anping Wan. Their combined expertise contributes to the advancement of their research projects and innovations.

Conclusion

Junhao Huang's contributions to neural radiation field reconstruction exemplify the impact of innovative thinking in technology. His patent and ongoing research at Hangzhou City University highlight the importance of multi-modal information fusion in enhancing image rendering techniques.