Jiangkun Liu

Title: Jiangkun Liu: Innovator in Image Processing Technologies

Introduction

Jiangkun Liu is a prominent inventor based in San Jose, CA, known for his contributions to the field of image processing. He has developed innovative technologies that leverage machine learning to enhance image quality and reduce noise in captured images. His work is particularly relevant in today's digital age, where image clarity is paramount.

Latest Patents

Jiangkun Liu holds a patent for "Burst image fusion and denoising using end-to-end deep neural networks." This patent describes electronic devices, methods, and non-transitory program storage devices that utilize machine learning to perform improved image fusion and noise reduction. When a capture request is received, a neural network is employed to execute fusion and denoising operations on a first set of captured input images. The architecture of the neural network includes a first plurality of network layers that compute optical flow information between the input images, a second plurality of network layers that perform the fusion and denoising operations, and a third plurality of skip connections that are adjusted based on the optical flow information.

Career Highlights

Jiangkun Liu is currently employed at Apple Inc., where he continues to push the boundaries of technology in image processing. His innovative approach and expertise have made significant contributions to the company's advancements in electronic devices.

Collaborations

Jiangkun has collaborated with notable colleagues, including Chen Chen and Gustav M Larsson, who share his passion for innovation and technology.

Conclusion

Jiangkun Liu's work in image processing and machine learning exemplifies the spirit of innovation in technology. His contributions are paving the way for advancements that enhance the quality of digital images, making him a key figure in the field.