Company Filing History:
Years Active: 2016-2020
Title: Innovator Jun Miao: Pioneering Advances in Clustering Techniques
Introduction: Jun Miao is a prominent inventor based in Beijing, China, recognized for his significant contributions to the fields of data clustering and 3D modeling. With a total of three patents to his name, his work addresses crucial challenges in handling high-dimensional and nonlinear data effectively.
Latest Patents: Jun Miao's latest patents include a remarkable clustering method based on iterations of neural networks. This innovative approach consists of initializing parameters in an extreme learning machine, selecting samples equal to the number of clusters, and performing iterations to achieve a steady clustering result. This invention resolves issues related to memory consumption and lengthy processing times that are common in prior art. Furthermore, he developed an establishment method for a 3D saliency model, which integrates prior knowledge and depth weighting. This method involves super-pixel segmentation of 3D image pairs, utilizing features such as color and disparity to establish and enhance depth saliency effectively.
Career Highlights: Jun Miao is associated with the Beijing University of Technology, where he has made impactful contributions to the realm of technology and innovation. His dedication to research and development has positioned him as a leading figure in his field.
Collaborations: Throughout his career, Jun has collaborated with esteemed colleagues, including Lijuan Duan and Wei Ma. These partnerships have fostered an environment of shared knowledge and innovation, further advancing the technologies they work on.
Conclusion: Jun Miao's inventive spirit and technical acumen have led to groundbreaking patents that significantly enhance clustering methods and 3D modeling techniques. His work not only contributes to the advancement of technology but also sets the stage for future innovations in these critical areas. The impact of his inventions is sure to resonate throughout the tech community for years to come.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.