Pengyuan Lv

Title: **Innovations by Pengyuan Lv: Pioneering Character Recognition Technologies**

Introduction

Pengyuan Lv is an accomplished inventor based in Shenzhen, China, with a remarkable focus on character recognition technologies. With a total of two patents to his name, he is driving forward innovations that significantly enhance how computer devices interpret characters within images.

Latest Patents

Pengyuan's most recent patents include a **Character Recognition Method and Apparatus** as well as a **Method and Apparatus for Recognizing Character String in Image**. The first patent describes a sophisticated computer device capable of extracting image features from images containing characters. By utilizing an attention mechanism, the device computes attention weight values to assign importance to various image feature vectors that relate to the target characters. This approach enables the effective recognition of characters in diverse shapes, while simplifying the recognition process and improving efficiency.

The second patent outlines a method for recognizing a character string within an image using a convolutional neural network algorithm. It involves constructing a probability set expression for character string recognition, training parameters to enhance recognition accuracy, and determining the character string recognition result from the target image block. This invention aims to elevate the precision of character string recognition significantly.

Career Highlights

Pengyuan Lv is currently associated with Tencent Technology (Shenzhen) Company Limited, where he applies his expertise in character recognition and continues to contribute innovatively. His career is marked by a commitment to advancing computer technology, particularly in the realm of image processing and character recognition.

Collaborations

Throughout his career, Pengyuan has collaborated with fellow innovators, including Xiang Bai and Juhong Wang. Their teamwork fosters a creative environment that facilitates groundbreaking advancements in technology.

Conclusion

Pengyuan Lv's contributions to the field of character recognition are notable and showcase the potential for innovation in computer technologies. His patents not only reflect his prowess as an inventor but also underline the importance of collaboration in achieving groundbreaking results. As technology continues to evolve, the impact of his work will undoubtedly resonate across various applications, further enhancing the capabilities of machine learning and image recognition.