Si Luo

Title: Innovations by Inventor Si Luo

Introduction

Si Luo is an accomplished inventor based in Bothell, Washington, with a remarkable portfolio of seven patents. His work primarily focuses on advancements in object detection and recognition systems, showcasing his expertise in the field of computer vision and machine learning.

Latest Patents

One of Si Luo's latest patents is titled "Data augmentation for object detection via differential neural rendering." This innovative system and method enhance object detection by utilizing an augmented training dataset. The system includes a computing device that provides a two-dimensional (2D) image, extracts feature vectors, and estimates depths of 2D image pixels. It generates a point cloud using the feature vectors and depths, projecting the point cloud with a new camera pose to obtain a projected image. The 2D image features a bounding box that encloses an object, with each pixel within the bounding box identified as a bounding box pixel. The corresponding points in the point cloud are termed bounding box points, and the projected image pixels corresponding to these points are known as projected bounding box pixels.

Another significant patent is the "System and method for rough handling recognition in a distribution center via a robust visual solution." This system employs a camera and a computing device to detect rough handling of packages. The computing device receives a video stream from the camera, detects persons and packages, and constructs trajectories based on the detected entities. It recognizes actions between person and package trajectories, determining the existence of rough handling based on motion distance and speed thresholds.

Career Highlights

Si Luo has contributed his expertise to notable companies, including Verathon Inc. and Jingdong Technology Holding Co., Ltd. His work in these organizations has furthered the development of innovative technologies in the field of visual recognition and object detection.

Collaborations

Si Luo has collaborated with talented individuals such as Liefeng Bo and Joon Hwan Choi, enhancing the collaborative efforts in his projects and contributing to the success of his innovations.

Conclusion

Si Luo's contributions to the field of object detection and recognition through his patents demonstrate his significant impact as an inventor. His innovative systems and methods continue to advance technology in various applications, showcasing the importance of his work in the industry.