Determining relative regions of interest in images using object detection
Granted: August 10, 2021
Patent Number:
11087162
In various examples, frames of a video may include a first visual object that may appear relative to a second visual object within a region of the frames. Once a relationship between the first visual object and the region is known, one or more operations may be performed on the relative region. For example, optical character recognition may be performed on the relative region where the relative region is known to contain textual information. As a result, the identification of the first…
Using residual video data resulting from a compression of original video data to improve a decompression of the original video data
Granted: August 3, 2021
Patent Number:
11082720
A method, computer readable medium, and system are disclosed for identifying residual video data. This data describes data that is lost during a compression of original video data. For example, the original video data may be compressed and then decompressed, and this result may be compared to the original video data to determine the residual video data. This residual video data is transformed into a smaller format by means of encoding, binarizing, and compressing, and is sent to a…
Method and apparatus for execution of applications in a cloud system
Granted: August 3, 2021
Patent Number:
11082490
A computer implemented method of executing applications in a cloud server system is presented. The method comprises receiving a file identifier from a client device. The method also comprises receiving a file associated with the file identifier from a first server. Further, the method comprises accessing an application associated with the file from memory of the cloud server. Also, the method comprises executing by the cloud server the application using the file received from the first…
Techniques for reducing congestion in a computer network
Granted: August 3, 2021
Patent Number:
11082347
Multiple processors are often used in computing systems to solve very large, complex problems, such as those encountered in artificial intelligence. Such processors typically exchange data among each other via an interconnect fabric (such as, e.g., a group of network connections and switches) in solving such complex problems. The amount of data injected into the interconnect fabric by the processors can at times overwhelm the interconnect fabric preventing some of the processors from…
Stereo depth estimation using deep neural networks
Granted: August 3, 2021
Patent Number:
11080590
Various examples of the present disclosure include a stereoscopic deep neural network (DNN) that produces accurate and reliable results in real-time. Both LIDAR data (supervised training) and photometric error (unsupervised training) may be used to train the DNN in a semi-supervised manner. The stereoscopic DNN may use an exponential linear unit (ELU) activation function to increase processing speeds, as well as a machine learned argmax function that may include a plurality of…
Technique for sharing context among multiple threads
Granted: August 3, 2021
Patent Number:
11080111
Apparatuses, systems, and techniques to execute programs in a single hardware context on a graphics processing unit (GPU). In at least one embodiment, resource management patches expressed in library or executable code are applied to one or more kernels to ensure execution in a shared context on a GPU.
Techniques for efficiently transferring data to a processor
Granted: August 3, 2021
Patent Number:
11080051
A technique for block data transfer is disclosed that reduces data transfer and memory access overheads and significantly reduces multiprocessor activity and energy consumption. Threads executing on a multiprocessor needing data stored in global memory can request and store the needed data in on-chip shared memory, which can be accessed by the threads multiple times. The data can be loaded from global memory and stored in shared memory using an instruction which directs the data into the…
Safety procedure analysis for obstacle avoidance in autonomous vehicles
Granted: August 3, 2021
Patent Number:
11079764
In various examples, a current claimed set of points representative of a volume in an environment occupied by a vehicle at a time may be determined. A vehicle-occupied trajectory and at least one object-occupied trajectory may be generated at the time. An intersection between the vehicle-occupied trajectory and an object-occupied trajectory may be determined based at least in part on comparing the vehicle-occupied trajectory to the object-occupied trajectory. Based on the intersection,…
Test systems for executing self-testing in deployed automotive platforms
Granted: August 3, 2021
Patent Number:
11079434
In various examples, a test system is provided for executing built-in-self-test (BIST) on integrated circuits deployed in the field. The integrated circuits may include a first device and a second device, the first device having direct access to external memory, which stores test data, and the second device having indirect access to the external memory by way of the first device. In addition to providing a mechanism to permit the first device and the second device to run test…
Parallel pipelines for computing backlight illumination fields in high dynamic range display devices
Granted: July 27, 2021
Patent Number:
11074871
A display controller generates a backlight illumination field (BLIF) based on a coarse point-spread function (PSF) and a correction PSF. The display controller samples the coarse PSF to accumulate light contributions from a larger neighborhood of LEDs around a given LCD pixel. The display controller samples the correction PSF to generate correction factors for a smaller neighborhood of LEDs around the given LCD pixel. The display controller interpolates samples drawn from the coarse PSF…
Detecting and estimating the pose of an object using a neural network model
Granted: July 27, 2021
Patent Number:
11074717
An object detection neural network receives an input image including an object and generates belief maps for vertices of a bounding volume that encloses the object. The belief maps are used, along with three-dimensional (3D) coordinates defining the bounding volume, to compute the pose of the object in 3D space during post-processing. When multiple objects are present in the image, the object detection neural network may also generate vector fields for the vertices. A vector field…
Glitch-free multiplexer
Granted: July 20, 2021
Patent Number:
11070205
When a signal glitches, logic receiving the signal may change in response, thereby charging and/or discharging nodes within the logic and dissipating power. Providing a glitch-free signal may reduce the number of times the nodes are charged and/or discharged, thereby reducing the power dissipation. A technique for eliminating glitches in a signal is to insert a storage element that samples the signal after it is done changing to produce a glitch-free output signal. The storage element is…
Shader binding management in ray tracing
Granted: July 20, 2021
Patent Number:
11069129
In various examples, shader bindings may be recorded in a shader binding table that includes shader records. Geometry of a 3D scene may be instantiated using object instances, and each may be associated with a respective set of the shader records using a location identifier of the set of shader records in memory. The set of shader records may represent shader bindings for an object instance under various predefined conditions. One or more of these predefined conditions may be implicit in…
Techniques for efficiently sampling an image
Granted: July 20, 2021
Patent Number:
11069095
A sample mask is used to control which samples are used in a filtering operation such as bilinear filtering. A conventional filtering operation reads a set of samples based on a single coordinate and combines the samples to produce a filtered sample value. Such filtering operations are performed conventionally using fixed function units designed specifically to perform such filtering operations. However, for some applications, excluding one or more of the samples in producing a filtered…
Techniques for efficiently accessing memory and avoiding unnecessary computations
Granted: July 20, 2021
Patent Number:
11069023
A technique selectively avoids memory fetches for partially uniform textures in real time graphics shader programs and instead uses program paths specialized for one or more frequently occurring values. One aspect avoids memory lookups and dependent computations for partially uniform textures through use of pre-constructed coarse-grained representations called value locality maps or dirty tilemaps (DTMs). The decision to use a specialized fast path or not is made dynamically by…
Temporal ensembling for semi-supervised learning
Granted: July 20, 2021
Patent Number:
11068781
A method, computer readable medium, and system are disclosed for implementing a temporal ensembling model for training a deep neural network. The method for training the deep neural network includes the steps of receiving a set of training data for a deep neural network and training the deep neural network utilizing the set of training data by: analyzing the plurality of input vectors by the deep neural network to generate a plurality of prediction vectors, and, for each prediction…
Simulating a cable driven system by simulating the effect of cable portions on objects of the system
Granted: July 20, 2021
Patent Number:
11068626
A cable driving a large system such as cable driven machines, cable cars or tendons in a human or robot is typically modeled as a large number of small segments that are connected via joints. The two main difficulties with this approach are satisfying the inextensibility constraint and handling the typically large mass ratio between the small segments and the larger objects they connect. This disclosure introduces a more effective approach to solving these problems. The introduced…
Foveated display for augmented reality
Granted: July 20, 2021
Patent Number:
11067806
An augmented reality display system includes a first beam path for a foveal inset image on a holographic optical element, a second beam path for a peripheral display image on the holographic optical element, and pupil position tracking logic that generates control signals to set a position of the foveal inset as perceived through the holographic optical element, to determine the peripheral display image, and to control a moveable stage.
Techniques for efficiently organizing and accessing compressible data
Granted: July 13, 2021
Patent Number:
11061571
In various embodiments, a memory interface unit organizes data within a memory tile to facilitate efficient memory accesses. In an embodiment, a memory tile represents a portion of memory that holds multiple chunks of data, where each chunk is stored either in a non-compressed or in a smaller compressed data format. In an embodiment, the tile is organized to pack multiple compressed chunks together so that multiple compressed chunks can be retrieved from memory with a single read access.…
Techniques for efficiently performing data reductions in parallel processing units
Granted: July 13, 2021
Patent Number:
11061741
Techniques are disclosed for reducing the latency associated with performing data reductions in a multithreaded processor. In response to a single instruction associated with a set of threads executing in the multithreaded processor, a warp reduction unit acquires register values stored in source registers, where each register value is associated with a different thread included in the set of threads. The warp reduction unit performs operation(s) on the register values to compute an…
