Company Filing History:
Years Active: 2022
Title: Ruochen Zheng: Innovator in Person Search Technology
Introduction
Ruochen Zheng is a prominent inventor based in Hubei, China. He has made significant contributions to the field of person search technology, particularly through his innovative patent. His work focuses on enhancing the accuracy of person search methods, which is crucial in various applications such as security and surveillance.
Latest Patents
Ruochen Zheng holds a patent for a "Person search method based on person re-identification driven localization refinement." This invention introduces a novel approach to person search by utilizing a region of interest (ROI) conversion module. The module converts an original input image into a smaller image that corresponds to a specific ROI. This method effectively addresses contradictions in features shared by person re-identification networks and detection networks. Furthermore, it allows for the gradient transmission of loss from the person re-identification network back to the detection network. This process enhances the supervision of the detection bounding box output, resulting in improved accuracy by minimizing background interference and incorporating more relevant attribute information.
Career Highlights
Ruochen Zheng is affiliated with Huazhong University of Science and Technology, where he continues to advance his research in person search technology. His academic background and innovative mindset have positioned him as a key figure in this field.
Collaborations
Ruochen Zheng has collaborated with notable colleagues, including Nong Sang and Chuchu Han. Their combined expertise contributes to the ongoing development of advanced technologies in person search and related areas.
Conclusion
Ruochen Zheng's contributions to person search technology through his innovative patent demonstrate his commitment to enhancing accuracy in this critical field. His work at Huazhong University of Science and Technology, along with his collaborations, positions him as a leading inventor in the realm of person re-identification and localization refinement.