Shanyu Xiao

Title: Shanyu Xiao: Innovator in Scene Text Detection and Recognition

Introduction

Shanyu Xiao is a prominent inventor based in Beijing, China. He has made significant contributions to the field of scene text detection and recognition, holding 2 patents that showcase his innovative approaches.

Latest Patents

His latest patents include a "Scene text detection method and system based on sequential deformation." This method involves extracting a first feature map for a scene image using a convolutional neural network and delivering it to a sequential deformation module. The process includes obtaining sampled feature maps through iterative sampling, performing a concatenation operation to create a second feature map, and executing a feature aggregation operation to produce a third feature map. Ultimately, this leads to text area candidate box extraction and a prediction result for scene text detection.

Another notable patent is the "Multi-directional scene text recognition method and system based on multi-element attention mechanism." This method entails normalizing a text row/column image, extracting features using a deep convolutional neural network, and adding a 2-dimensional directional positional encoding to output a multi-channel feature map. The hidden representation is then converted into recognized text through a decoder, providing the final output result.

Career Highlights

Shanyu Xiao has worked with esteemed organizations such as Tsinghua University and Hyundai Motor Company. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in his field.

Collaborations

He has collaborated with notable coworkers, including Liangrui Peng and Ruijie Yan, further enhancing the impact of his work in scene text detection and recognition.

Conclusion

Shanyu Xiao's innovative patents and career achievements highlight his significant role in advancing technology in scene text detection and recognition. His contributions continue to influence the field and inspire future innovations.