Xiangyu Zhang

Title: The Innovative Contributions of Xiangyu Zhang

Introduction

Xiangyu Zhang is a prominent inventor based in Beijing, China. He has made significant contributions to the field of image processing and target detection, holding a total of five patents. His work is characterized by the application of advanced technologies, particularly convolutional neural networks.

Latest Patents

Xiangyu Zhang's latest patents include an image processing method, image processing apparatus, and a computer-readable storage medium. This invention provides a method and apparatus for processing an input image using a convolutional neural network system. The system consists of an input layer, an intermediate layer, and an output layer. The image processing method involves receiving the input image through the input layer, extracting image features via the intermediate layer, and outputting processing results through the output layer. The intermediate layer contains at least one network block, which includes a first convolutional layer, a first grouping rearrangement layer, and a second convolutional layer that are cascaded.

Another notable patent is the target detection method, system, and non-volatile storage medium. This method includes acquiring an image to be detected and anchor parameters of a preset type number. The anchor parameters consist of parameters of an anchor set on the image, with each type including an anchor scale and an anchor aspect ratio. The image and anchor parameters are input into a target detection model, which carries out target detection to obtain a result that includes the category and/or position of a target object in the image.

Career Highlights

Xiangyu Zhang has worked at Beihang University and Megvii Technology Co., Ltd. His experience in these institutions has allowed him to develop and refine his innovative ideas in image processing and artificial intelligence.

Collaborations

Xiangyu Zhang has collaborated with notable individuals in his field, including Deyuan Zhang and Xinggang Jiang. These collaborations have contributed to the advancement of technology in image processing and target detection.

Conclusion

Xiangyu Zhang's contributions to the field of image processing and target detection are noteworthy. His innovative patents and collaborations reflect his commitment to advancing technology in these areas. His work continues to influence the development of new methods and systems in the industry.