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    • 3. 发明申请
    • HARDWARE ACCELERATOR FOR HISTOGRAM OF GRADIENTS
    • 硬件加速器用于等级的组织
    • US20160203384A1
    • 2016-07-14
    • US14592264
    • 2015-01-08
    • Linear Algebra Technologies Limited
    • Richard RICHMONDCormac BRICKBrendan BARRYDavid MOLONEY
    • G06K9/46G06F9/30G06K9/52
    • G06T5/40G06K9/00986G06K9/46G06K9/4642G06K9/52G06K2009/4666G06T2207/10004
    • One of the challenges in bringing computational imaging to a mass market is that computational imaging is inherently computationally expensive. The computational challenges associated with computational imaging are apparent with the computation of a histogram of gradient descriptors. Oftentimes, generating a histogram of gradient descriptors involves computing gradients of an image, binning the gradients according to their orientation, and, optionally, normalizing the bins using a non-linear function. Because each of these operations is expensive, the histogram of gradient descriptor computations is generally computationally expensive and is difficult to implement in a power efficient manner for mobile applications. The present application discloses a computing device that can provide a low-power, highly capable computing platform for computing a histogram of gradient descriptors.
    • 将计算成像带入大众市场的挑战之一是,计算成像在本质上是计算上昂贵的。 通过计算梯度描述符的直方图,与计算成像相关的计算挑战是显而易见的。 通常,生成梯度描述符的直方图包括计算图像的梯度,根据其方向对应梯度,以及可选地使用非线性函数归一化箱。 因为这些操作中的每一个都是昂贵的,所以梯度描述符计算的直方图通常在计算上是昂贵的,并且难以以移动应用的功率有效的方式实现。 本申请公开了一种计算设备,其可以提供用于计算梯度描述符的直方图的低功率,高功能的计算平台。