Yunke Pan

Title: The Innovative Contributions of Yunke Pan

Introduction

Yunke Pan is a prominent inventor based in San Diego, CA, known for his significant contributions to the field of technology and artificial intelligence. With a total of 5 patents to his name, he has made remarkable advancements in neural networks and video processing.

Latest Patents

One of Yunke Pan's latest patents is titled "Combining convolution and deconvolution for object detection." This invention provides systems, methods, and a computer-readable medium for operating a neural network. In various implementations, the neural network can receive an input image that includes an object to be identified. The neural network generates a plurality of initial feature maps using convolution layers, wherein the first initial feature map is generated using the input image. Additionally, the neural network can generate an up-sampled feature map using a de-convolution layer that takes an initial feature map as input, where the up-sampled feature map has the same resolution as the previous initial feature map. The neural network combines the up-sampled feature map and the previous initial feature map, using the combined feature map to more accurately identify the object.

Another notable patent is for "Methods and apparatus for video background subtraction." This invention describes methods and an apparatus for background subtraction. According to some implementations, the temporal history of a pixel location can be used to classify whether a current input pixel of a current input video frame is a background pixel or a foreground pixel. The classification can be made based on the number of matching pixels in corresponding pixel locations in background history planes. One of the background history planes can be updated according to the classified background pixels and persistent classified foreground pixels.

Career Highlights

Yunke Pan is currently employed at Qualcomm Incorporated, a leading company in the telecommunications and semiconductor industry. His work at Qualcomm has allowed him to push the boundaries of technology and contribute to innovative solutions in the field.

Collaborations

Yunke Pan has collaborated with notable colleagues such as Shuxue Quan and Dashan Gao. Their teamwork has fostered an environment of creativity and innovation, leading to the development of groundbreaking technologies.

Conclusion

Yunke Pan's contributions to technology through his patents and work at Qualcomm highlight his role as a key innovator in the field. His inventions in neural networks and video processing continue to influence advancements in artificial intelligence and beyond.