This inventor holds 2 USPTO granted patents and 6 published patent applications and 1 EPO patent. Top assignee: Oracle International Corporation. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Innovations of Zhonghai Deng in Language Identification Technology
Introduction
Zhonghai Deng is an accomplished inventor based in Redmond, WA (US). He has made significant contributions to the field of language identification through his innovative patent. His work focuses on enhancing the accuracy and efficiency of identifying languages in image-based documents.
Latest Patents
Zhonghai Deng holds a patent titled "Vision-based document language identification by joint supervision." This invention relates to a language identification system designed to predict the language and text content of text lines within an image-based document. The system employs a trainable neural network model that integrates multiple neural network models into a single unified end-to-end trainable architecture. The model utilizes both Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) to process text lines and extract visual and contextual features. These derived features are instrumental in predicting the language and text content for each text line. The CNN and RNN are jointly trained by calculating losses based on the predicted language and content, along with corresponding language labels and text labels for each text line. Zhonghai Deng has 1 patent to his name.
Career Highlights
Zhonghai Deng is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in the realm of language processing and identification. His expertise in neural networks and machine learning has positioned him as a valuable asset in his field.
Collaborations
Zhonghai has collaborated with notable colleagues, including Liyu Gong and Yuying Wang, who share his passion for advancing technology in language identification.
Conclusion
Zhonghai Deng's contributions to language identification technology exemplify the impact of innovative thinking in the field of artificial intelligence. His work not only enhances the understanding of language processing but also paves the way for future advancements in document analysis.