Pan Yu

Title: Pan Yu - Innovator in Sensor Technology

Introduction

Pan Yu is a notable inventor based in Singapore, SG. He has made significant contributions to the field of sensor technology, holding a total of 3 patents. His work focuses on enhancing the detection capabilities of sensors, particularly in automotive applications.

Latest Patents

One of Pan Yu's latest patents is titled "Sensor static miss detection by monitoring occupancy values." This patent describes systems and methods for monitoring the detection of objects in a sensor. The system generates an occupancy array based on scene data corresponding to a vehicle's environment. The array includes points representing locations within the environment and occupancy values indicating whether an object is detected at those locations. The system can modify an occupancy value of at least one point in the array and identify at least one static object miss based on a group of occupancy values.

Another significant patent is "Training a neural network using a data set with labels of multiple granularities." This disclosure outlines systems and methods for training a neural network with a training data set that includes data items labeled at different granularities. During training, each item within the training data set is fed through the neural network. For items with higher granularity labels, the network's weights are adjusted based on a comparison between the network's output and the item's label. For items with lower granularity labels, the network's output is processed through a conversion function to align it with the lower granularity, allowing for appropriate weight adjustments.

Career Highlights

Pan Yu is currently employed at Motional Ad LLC, where he continues to innovate in the field of sensor technology. His work has been instrumental in developing advanced systems that improve object detection and recognition in various applications.

Collaborations

Pan Yu collaborates with talented individuals in his field, including You Hong Eng and Jiong Yang. Their combined expertise contributes to the advancement of technology in sensor systems.

Conclusion

Pan Yu is a distinguished inventor whose work in sensor technology has led to significant advancements in object detection systems. His innovative patents reflect his commitment to enhancing the capabilities of modern technology.