Han-Pang Chiu

Title: The Innovative Contributions of Han-Pang Chiu

Introduction

Han-Pang Chiu is a distinguished inventor based in Princeton, NJ (US). He has made significant contributions to the field of technology, particularly in the areas of object detection and navigation systems. With a total of 11 patents to his name, Chiu's work exemplifies the intersection of physics and machine learning.

Latest Patents

Chiu's latest patents include groundbreaking methods that enhance data exploitation and navigation efficiency. One notable patent is titled "Physics-guided deep multimodal embeddings for task-specific data exploitation." This invention describes a method, apparatus, and system for object detection in sensor data that utilizes a common embedding space. The process involves creating vector representations of features from different modalities, projecting them into a shared space, and determining similarities to identify objects in captured sensor data. This innovative approach can be guided by the physics properties of the sensors involved.

Another significant patent is the "System and method for efficient visual navigation." This invention outlines a method for navigating in a space by determining semantic features and their 3D positional information from captured images. By combining this information using neural networks, the system can provide navigation paths and models of the navigation space, enhancing the capabilities of mobile agents in complex environments.

Career Highlights

Chiu is currently employed at SRI International, where he continues to push the boundaries of technology through his research and inventions. His work has garnered attention for its practical applications and innovative methodologies.

Collaborations

Chiu collaborates with talented individuals such as Supun Samarasekera and Rakesh Kumar, contributing to a dynamic research environment that fosters innovation and creativity.

Conclusion

Han-Pang Chiu's contributions to technology through his patents and collaborative efforts highlight his role as a leading inventor in the field. His work not only advances scientific understanding but also has practical implications for various applications in navigation and data processing.