Tingrui Hu

Title: Tingrui Hu: Innovator in Dim and Small Object Detection

Introduction

Tingrui Hu is a prominent inventor based in Beijing, China. He has made significant contributions to the field of object detection, particularly in the context of video satellite data. His innovative approach focuses on enhancing the accuracy of detecting dim and small objects, which has important applications in various industries.

Latest Patents

Tingrui Hu holds a patent titled "Method for dim and small object detection based on discriminant feature of video satellite data." This method utilizes a discriminant feature to improve detection accuracy. It employs a symmetric semantic segmentation model and an autoencoder model to extract the discriminant feature of an object. Additionally, a top-down adjustment mechanism is implemented to fuse image features with the discriminant feature. An attention mechanism is also used to enhance the background, increasing the contrast between the object and its surroundings. Furthermore, a multi-scale semantic analysis strategy is introduced, utilizing a pyramid model to effectively extract dim and small objects from video satellite data. He has 1 patent to his name.

Career Highlights

Tingrui Hu is affiliated with the Beijing University of Civil Engineering and Architecture. His work at this institution has allowed him to collaborate with other talented researchers and contribute to advancements in technology and engineering.

Collaborations

Some of his notable coworkers include Jingguo Lv and Yifei Cao. Their collaborative efforts have further enriched the research environment and fostered innovation in their respective fields.

Conclusion

Tingrui Hu's work in the detection of dim and small objects using advanced methodologies showcases his innovative spirit and dedication to improving technology. His contributions are paving the way for future advancements in satellite data analysis and object detection.