This inventor holds 1 USPTO granted patent. Top assignee: National Cheng-Kung University. Active years: 2022.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2022
Title: Chuan-Kang Liu: Innovator in Deepfake Detection Technology
Introduction
Chuan-Kang Liu is a prominent inventor based in Tainan, Taiwan. He has made significant contributions to the field of video recognition technology, particularly in the detection of deepfake videos. His innovative approach addresses the growing concerns surrounding the authenticity of video content in the digital age.
Latest Patents
Chuan-Kang Liu holds a patent for a "Deepfake video detection system and method." This system includes an input data detection module of a video recognition unit for setting a target video. It features a data pre-processing unit that detects eye features from the face in the target video. The feature extraction module extracts these eye features and inputs them into a long-term recurrent convolutional neural network (LRCN). The system utilizes a sequence of long-term and short-term memory (LSTM) within a learning module to perform sequence learning. A state prediction module predicts the output of each neuron, and a long and short-term memory model outputs the quantized eye state. This information is then compared to the original stored data from a normal video, allowing the system to output the recognition result through an output data recognition module.
Career Highlights
Chuan-Kang Liu is affiliated with National Cheng-Kung University, where he continues to advance his research in video recognition technologies. His work has garnered attention for its potential applications in various fields, including security and media verification.
Collaborations
Chuan-Kang Liu has collaborated with notable colleagues, including Po-Yi Wu and I-Hsien Liu. Their combined expertise contributes to the development of innovative solutions in the realm of video technology.
Conclusion
Chuan-Kang Liu's contributions to deepfake detection technology highlight his role as an influential inventor in the field. His innovative patent addresses critical issues in video authenticity, showcasing the importance of advancements in this area.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile