This inventor holds 5 USPTO granted patents and 1 EPO patent. Top assignees: The Hong Kong University of Science and Technology, Leland Stanford Junior University, Shenzhen Nanobioimaging Limited. Active years: 2014-2025.
Company Filing History:
4 out of 652 
1 out of 5,501 
1 out of 1 Years Active: 2014-2025
Title: Innovations of Shengwang Du in Optical Neural Networks
Introduction
Shengwang Du is a prominent inventor based in Hong Kong, CN. He has made significant contributions to the field of image processing and optical neural networks. With a total of 5 patents, his work is at the forefront of technological advancements in these areas.
Latest Patents
One of his latest patents is focused on "Deep learning based single frame super resolution microscopy image processing." This invention provides methods, devices, systems, and non-transitory computer-readable storage media for image processing. The method involves receiving a low-resolution image of an object, generating an edge map of the image, and inputting both the edge map and the low-resolution image into a neural network to reconstruct a super-resolution image. The neural network is trained using a multicomponent loss function, enhancing the quality of the processed images.
Another notable patent is the "All optical neural network." This invention utilizes light beams and optical components to implement layers of a neural network. The all-optical neural network includes an input layer, hidden layers, and an output layer. Each layer simulates linear and nonlinear operations of a conventional artificial neural network neuron on an optical signal. The optical linear operation is performed by a spatial light modulator and an optical lens, which performs a Fourier transformation on the light beams.
Career Highlights
Shengwang Du has worked at prestigious institutions, including The Hong Kong University of Science and Technology and Stanford University. His research has significantly impacted the fields of deep learning and optical technologies.
Collaborations
He has collaborated with notable colleagues such as Teng Zhao and Shanchao Zhang, contributing to various innovative projects and research initiatives.
Conclusion
Shengwang Du's work in image processing and optical neural networks showcases his innovative spirit and dedication to advancing technology. His patents reflect a commitment to enhancing the capabilities of neural networks through optical methods.