This inventor holds 1 USPTO granted patent. Top assignee: Mitsubishi Electric Research Laboratories, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Zacharias Carmichael - Innovator in Image Processing Technology
Introduction
Zacharias Carmichael is an inventor based in Granger, IN (US). He is known for his innovative work in artificial intelligence and image processing systems. Although he currently holds no granted patents, his contributions to the field are noteworthy.
Latest Patent Applications
Zacharias Carmichael's latest patent application is titled "SYSTEMS AND METHODS FOR INTERPRETABLE CLASSIFICATION OF IMAGES USING INHERENTLY EXPLAINABLE NEURAL NETWORKS." This application describes an artificial intelligence-based image processing system that utilizes a processor to classify input images. The system includes a prototypical part neural network, which consists of a backbone subnetwork, a prototype subnetwork, and a readout subnetwork. The backbone subnetwork is trained using machine learning to process input images, producing feature embeddings that represent features extracted from various regions of the image. The prototype subnetwork compares these feature embeddings with prototypical feature embeddings to generate comparison results. Finally, the readout subnetwork analyzes these results to produce an interpretable classification of the input image, which includes a classification result and an interpretation of that result.
Conclusion
Zacharias Carmichael is an emerging inventor in the field of artificial intelligence and image processing. His innovative patent application demonstrates his commitment to developing interpretable classification systems that enhance image analysis.