Lihui Tan

Title: The Innovative Mind of Lihui Tan in Chongqing

Introduction

Lihui Tan is a prominent inventor based in Chongqing, China, who has contributed significantly to the fields of robotics and neural networks. With a total of three patents to his name, Tan's innovative approach focuses on enhancing the capabilities of mobile robots through advanced technology solutions.

Latest Patents

Tan's latest innovations include:

1. **Adaptive Path Planning Method Based on Neural Networks Trained by Evolutionary Algorithms**: This invention introduces an adaptive path planning method that leverages neural networks trained via evolutionary algorithms. The method utilizes data from mobile sensors on robots for training, optimizing recurrent neural networks. This advancement enhances both local quick search capability and global search performance, allowing robots to navigate efficiently in dense and uncertain environments.

2. **Method for Object Detection and Recognition Based on Neural Network**: This patent outlines a method for object detection and recognition using a modified YOLOv5 network model. The enhancement involves adding an additional detection layer aimed at improving the accuracy in detecting objects, especially small ones. The new model is trained by evaluating overlapping areas, distances, and aspect ratios between predicted and actual object boxes, leading to effective classification and identification of multiple object classes.

Career Highlights

Lihui Tan has made significant strides in his career, working with Dibi Intelligent Technology Research Institute Co., Ltd. and Chongqing University. His expertise in robotics and artificial intelligence has allowed him to develop cutting-edge technologies that propel advancements in automation and robotics.

Collaborations

Throughout his career, Tan has collaborated with notable colleagues, including Yongduan Song and Shilei Tan, who is recognized for her contributions to the field. These partnerships have driven innovative projects and have fostered a collaborative spirit within the research community.

Conclusion

Lihui Tan stands out as a visionary inventor whose work in neural networks and robotics continues to pave the way for future technological advancements. His patents not only highlight his innovative spirit but also underscore the importance of collaboration in driving progress within the industry.