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2960 results about "Graphics processing unit" patented technology

A graphics processing unit (GPU) is a specialized electronic circuit designed to rapidly manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, mobile phones, personal computers, workstations, and game consoles. Modern GPUs are very efficient at manipulating computer graphics and image processing. Their highly parallel structure makes them more efficient than general-purpose central processing units (CPUs) for algorithms that process large blocks of data in parallel. In a personal computer, a GPU can be present on a video card or embedded on the motherboard. In certain CPUs, they are embedded on the CPU die.

Systems and methods for recognizing objects in radar imagery

ActiveUS20160019458A1Low in size and weight and power requirementImprove historical speed and accuracy performance limitationDigital computer detailsDigital dataPattern recognitionGraphics
The present invention is directed to systems and methods for detecting objects in a radar image stream. Embodiments of the invention can receive a data stream from radar sensors and use a deep neural network to convert the received data stream into a set of semantic labels, where each semantic label corresponds to an object in the radar data stream that the deep neural network has identified. Processing units running the deep neural network may be collocated onboard an airborne vehicle along with the radar sensor(s). The processing units can be configured with powerful, high-speed graphics processing units or field-programmable gate arrays that are low in size, weight, and power requirements. Embodiments of the invention are also directed to providing innovative advances to object recognition training systems that utilize a detector and an object recognition cascade to analyze radar image streams in real time. The object recognition cascade can comprise at least one recognizer that receives a non-background stream of image patches from a detector and automatically assigns one or more semantic labels to each non-background image patch. In some embodiments, a separate recognizer for the background analysis of patches may also be incorporated. There may be multiple detectors and multiple recognizers, depending on the design of the cascade. Embodiments of the invention also include novel methods to tailor deep neural network algorithms to successfully process radar imagery, utilizing techniques such as normalization, sampling, data augmentation, foveation, cascade architectures, and label harmonization.
Owner:GENERAL DYNAMICS MISSION SYST INC

Method and system for scalable, dataflow-based, programmable processing of graphics data

A scalable pipelined pixel shader that processes packets of data and preserves the format of each packet at each processing stage. Each packet is an ordered array of data values, at least one of which is an instruction pointer. Each member of the ordered array can be indicative of any type of data. As a packet progresses through the pixel shader during processing, each member of the ordered array can be replaced by a sequence of data values indicative of different types of data (e.g., an address of a texel, a texel, or a partially or fully processed color value). Information required for the pixel shader to process each packet is contained in the packet, and thus the pixel shader is scalable in the sense that it can be implemented in modular fashion to include any number of identical pipelined processing stages and can execute the same program regardless of the number of stages. Preferably, each processing stage is itself scalable, can be implemented to include an arbitrary number of identical pipelined instruction execution stages known as microblenders, and can execute the same program regardless of the number of microblenders. The current value of the instruction pointer (IP) in a packet determines the next instruction to be executed on the data contained in the packet. Any processing unit can change the instruction that will be executed by a subsequent processing unit by modifying the IP (and/or condition codes) of a packet that it asserts to the subsequent processing unit. Other aspects of the invention include graphics processors (each including a pixel shader configured in accordance with the invention), methods and systems for generating packets of data for processing in accordance with the invention, and methods for pipelined processing of packets of data.
Owner:PVC CONTAINER CORP +1
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