Company Filing History:
Years Active: 1992-1995
Title: Innovations of Peter G Wohlmut
Introduction
Peter G Wohlmut is an accomplished inventor based in Saratoga, CA (US). He has made significant contributions to the field of pattern recognition, holding a total of 3 patents. His work primarily focuses on utilizing neural networks for image recognition, showcasing his expertise in advanced computational techniques.
Latest Patents
Wohlmut's latest patents include a groundbreaking pattern recognition system. This method and apparatus, under software control, employs a neural network implementation to recognize two-dimensional input images that are sufficiently similar to a database of previously stored images. The process begins with image processing and a Fourier transform, yielding a power spectrum. An in-class to out-of-class study is performed to identify the most discriminatory regions of the Fourier transform. A feature vector is then formed, consisting of the highest order magnitude information from the power spectrum. This feature vector is input into a neural network, which typically has two hidden layers. The application of a query feature vector to the neural network results in an output vector, which undergoes statistical analysis to determine if a successful identification has been made.
Another notable patent is a method and apparatus for determining and organizing feature vectors for pattern recognition. Similar to his previous work, this invention utilizes a neural network to recognize input images that are similar to a database of stored images. The process involves Fourier transforms and the formation of feature vectors, which are then analyzed to achieve successful identification.
Career Highlights
Throughout his career, Wohlmut has worked with several companies, including Neuristics, Inc. and Datron/Transoc, Inc. His experience in these organizations has contributed to his development as a leading figure in the field of pattern recognition.
Collaborations
Wohlmut has collaborated with notable individuals such as Timothy L Hutcheson and Wilson Or. These partnerships have further enriched his work and innovations in the realm of neural networks and image recognition.
Conclusion
Peter G Wohlmut's contributions to pattern recognition through his innovative patents and collaborations highlight his significant role in advancing technology in this field. His work continues to influence the development of neural network applications in image processing.