University of Michigan

Ekdeep Singh Lubana

Robert P Dick

Benjamin Scott Simpson

Pengyuan Huang

A method for processing a video stream includes obtaining frame data of a current frame of the video stream, determining frame difference data based on a comparison of the frame data of the current frame and scene cache data for a previous frame of the video stream, the scene cache data being stored in a scene cache for the video stream, determining, based on the frame difference data, regions of the video stream to be re-sampled at a higher resolution than the frame data, obtaining re-sampling data for the determined regions, updating the scene cache data based on the obtained frame data and the re-sampling data, and providing the re-sampling data to a processor to update an analysis scene cache for the video stream.

Scene caching for video capture data reduction

A machine vision method includes obtaining a first representation of an image captured by an image sensor array, analyzing the first representation for an assessment of whether the first representation is sufficient to support execution of a machine vision task by the processor, if the first representation is not sufficient, determining, based on the first representation, a region of the image of interest for the execution of the machine vision task, reusing the image captured by the image sensor array to obtain a further representation of the image by directing the image sensor array to sample the image captured by the image sensor array in a manner guided by the determined region of the image of interest and by the assessment, and analyzing the further representation to assess whether the further representation is sufficient to support the execution of the machine vision task by implementing a procedure for the execution of the machine vision task in accordance with the further representation.

Growing community of inventors

Ann Arbor, MI, United States of America

Ekdeep Singh Lubana