Jingguo Lv

Title: Innovations of Jingguo Lv in Object Detection

Introduction

Jingguo Lv is a prominent inventor based in Beijing, China. He has made significant contributions to the field of object detection, particularly through his innovative methods that enhance detection accuracy. His work is characterized by the application of advanced techniques in video satellite data analysis.

Latest Patents

Jingguo Lv 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 the detection accuracy of dim and small objects. The approach involves a symmetric semantic segmentation model and an autoencoder model to extract the discriminant feature of an object. Additionally, a top-down adjustment mechanism is employed to fuse image features with the discriminant feature. An attention mechanism is also integrated 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.

Career Highlights

Jingguo Lv is affiliated with the Beijing University of Civil Engineering and Architecture. His role at the university allows him to engage in cutting-edge research and development in the field of civil engineering and architecture, particularly focusing on innovative detection methods.

Collaborations

Jingguo has collaborated with notable colleagues, including Yifei Cao and Ningning Qu. Their joint efforts contribute to the advancement of research in object detection and related technologies.

Conclusion

Jingguo Lv's innovative work in object detection showcases his expertise and commitment to enhancing detection methods through advanced technology. His contributions are significant in the realm of video satellite data analysis, paving the way for future advancements in the field.