Adaptive bilateral (BL) filtering for computer vision

    公开(公告)号:US10891717B2

    公开(公告)日:2021-01-12

    申请号:US16178200

    申请日:2018-11-01

    Abstract: A method for filtering noise for imaging includes receiving an image frame having position and range data. A filter size divides the frame into filter windows for processing each of the filter windows. For the first pixel, a space to the center pixel and a range difference between this pixel and the center pixel is determined and used for choosing a selected weight from weights in a 2D weight LUT including weighting for space and range difference, a filtered range value is calculated by applying the selected 2D weight to the pixel, and the range, filtered range value and selected 2D weight are summed. The determining, choosing, calculating and summing are repeated for at least the second pixel. A total sum of contributions from the first and second pixel are divided by the sum of selected 2D weights to generate a final filtered range value for the center pixel.

    Image processing accelerator
    22.
    发明授权

    公开(公告)号:US10747692B2

    公开(公告)日:2020-08-18

    申请号:US16234508

    申请日:2018-12-27

    Abstract: A processing accelerator includes a shared memory, and a stream accelerator, a memory-to-memory accelerator, and a common DMA controller coupled to the shared memory. The stream accelerator is configured to process a real-time data stream, and to store stream accelerator output data generated by processing the real-time data stream in the shared memory. The memory-to-memory accelerator is configured to retrieve input data from the shared memory, to process the input data, and to store, in the shared memory, memory-to-memory accelerator output data generated by processing the input data. The common DMA controller is configured to retrieve stream accelerator output data from the shared memory and transfer the stream accelerator output data to memory external to the processing accelerator; and to retrieve the memory-to-memory accelerator output data from the shared memory and transfer the memory-to-memory accelerator output data to memory external to the processing accelerator.

    Universal and adaptive de-mosaicing (CFA) system

    公开(公告)号:US10366471B2

    公开(公告)日:2019-07-30

    申请号:US15349609

    申请日:2016-11-11

    Abstract: A method of de-mosaicing pixel data from an image processor includes generating a pixel block that includes a plurality of image pixels. The method also includes determining a first image gradient between a first set of pixels of the pixel block and a second image gradient between a second set of pixels of the pixel block. The method also includes determining a first adaptive threshold value based on intensity of a third set of pixels of the pixel block. The pixels of the third set of pixels are adjacent to one another. The method also includes filtering the pixel block in a vertical, horizontal, or neutral direction based on the first and second image gradients and the first adaptive threshold value utilizing a plurality of FIR filters to generate a plurality of component images.

    Adaptive bilateral (BL) filtering for computer vision

    公开(公告)号:US10121231B2

    公开(公告)日:2018-11-06

    申请号:US15183459

    申请日:2016-06-15

    Abstract: A method for filtering noise for imaging includes receiving an image frame having position and range data. A filter size divides the frame into filter windows for processing each of the filter windows. For the first pixel, a space to the center pixel and a range difference between this pixel and the center pixel is determined and used for choosing a selected weight from weights in a 2D weight LUT including weighting for space and range difference, a filtered range value is calculated by applying the selected 2D weight to the pixel, and the range, filtered range value and selected 2D weight are summed. The determining, choosing, calculating and summing are repeated for at least the second pixel. A total sum of contributions from the first and second pixel are divided by the sum of selected 2D weights to generate a final filtered range value for the center pixel.

    SYSTEM AND METHOD FOR MANAGING CACHE
    28.
    发明申请
    SYSTEM AND METHOD FOR MANAGING CACHE 有权
    用于管理缓存的系统和方法

    公开(公告)号:US20150339234A1

    公开(公告)日:2015-11-26

    申请号:US14583020

    申请日:2014-12-24

    Abstract: A system includes first and second processing components, a qualified based splitter component, a first and second configurable cache element and an arbiter component. The first data processing component generates a first request for a first portion of data at a first location within a memory. The second data processing component generates a second request for a second portion of data at a second location within the memory. The qualifier based splitter component routes the first request and the second request based on a qualifier. The first configurable cache element enables or disables prefetching data within a first region of the memory. The second configurable cache element enables or disables prefetching data within a second region of the memory. The arbiter component routes the first request and the second request to the memory.

    Abstract translation: 系统包括第一和第二处理组件,基于限定的分离器组件,第一和第二可配置高速缓存元件和仲裁器组件。 第一数据处理组件在存储器内的第一位置处生成对数据的第一部分的第一请求。 第二数据处理组件在存储器内的第二位置产生第二数据部分的第二请求。 基于限定符的分离器组件基于限定符路由第一请求和第二请求。 第一可配置缓存元件启用或禁用在存储器的第一区域内的预取数据。 第二可配置高速缓存元件在存储器的第二区域内启用或禁用预取数据。 仲裁器组件将第一个请求和第二个请求路由到内存。

    THREAD SCHEDULING FOR MULTITHREADED DATA PROCESSING ENVIRONMENTS

    公开(公告)号:US20250094221A1

    公开(公告)日:2025-03-20

    申请号:US18970449

    申请日:2024-12-05

    Abstract: Methods, apparatus, systems and articles of manufacture (e.g., physical storage media) to implement thread scheduling for multithreaded data processing environments are disclosed. Example thread schedulers disclosed herein for a data processing system include a buffer manager to determine availability of respective buffers to be acquired for respective processing threads implementing respective functional nodes of a processing flow, and to identify first ones of the processing threads as stalled due to unavailability of at least one buffer in the respective buffers to be acquired for the first ones of the processing threads. Disclosed example thread schedulers also include a thread execution manager to initiate execution of second ones of the processing threads that are not identified as stalled.

    Defective pixel detection
    30.
    发明授权

    公开(公告)号:US12244979B2

    公开(公告)日:2025-03-04

    申请号:US17983905

    申请日:2022-11-09

    Abstract: Various embodiments disclosed herein relate to defective pixel detection and correction, and more specifically to using threshold functions based on color channels to compare pixel values to threshold values. A method is provided herein that comprises identifying a color channel of an image pixel in a frame and identifying a threshold function based at least on the color channel. The method further comprises applying the threshold function to one or more nearest-neighbor values to obtain a threshold value and determining whether a corresponding sensor pixel is defective based at least on a comparison of the image pixel to the threshold value.

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