Xiaomeng Xin

Title: Innovations of Xiaomeng Xin

Introduction

Xiaomeng Xin is a prominent inventor based in Xi'an, China. He has made significant contributions to the field of technology, particularly in the area of person re-identification. With a total of three patents to his name, Xin's work showcases his expertise and innovative thinking.

Latest Patents

One of Xiaomeng Xin's latest patents is titled "Semi-supervised person re-identification using multi-view clustering." This semi-supervised model incorporates deep feature learning and pseudo label estimation into a unified framework. The deep feature learning can include multiple convolutional neural networks (CNNs). The CNNs can be trained on available training datasets, tuned using a small amount of labeled training samples, and stored as the original models. Features are then extracted for unlabeled training samples by utilizing the original models. Multi-view clustering is used to cluster features to generate pseudo labels. The original models are then tuned by using an updated training set that includes labeled training samples and unlabeled training samples with pseudo labels. Iterations of multi-view clustering and tuning using an updated training set can continue until the updated training set is stable.

Career Highlights

Xiaomeng Xin is currently employed at Deep North, Inc., where he continues to develop innovative solutions in his field. His work has garnered attention for its practical applications and contributions to advancing technology.

Collaborations