Manish Kumar Singh

Title: Manish Kumar Singh: Innovator in Depth Completion Technology

Introduction

Manish Kumar Singh is a prominent inventor based in San Diego, CA. He has made significant contributions to the field of depth completion technology. His innovative work focuses on generating depth information from images, which has applications in various industries.

Latest Patents

Manish Kumar Singh holds a patent for "Depth completion using attention-based refinement of features." This patent describes systems and techniques for generating depth information from one or more images. The process involves obtaining a first depth map corresponding to an input image and a sparse depth measurement. A three-dimensional (3D) point cloud is generated based on the first depth map and multi-scale visual features of the input. The 3D point cloud includes a plurality of 3D point features uplifted from the multi-scale visual features. Additionally, a portion of these 3D point features is processed using self-attention layers to generate refined 3D point features. Finally, a two-dimensional (2D) projection of the refined 3D point features is created, leading to the generation of a second depth map.

Career Highlights

Manish Kumar Singh is currently employed at Qualcomm Incorporated, where he continues to develop cutting-edge technologies. His work at Qualcomm has positioned him as a key player in advancing depth completion methods.

Collaborations

Some of his notable coworkers include Yunxiao Shi and Hong Cai, who contribute to the innovative environment at Qualcomm.

Conclusion

Manish Kumar Singh's contributions to depth completion technology exemplify the impact of innovation in the field. His patent and work at Qualcomm highlight his role as a leading inventor in this area.