HARDWARE AND SYSTEM OF BOUNDING BOX GENERATION FOR IMAGE PROCESSING PIPELINE
Described is a system for bounding box generation. The system operates on an image comprised of pixels having a one-bit value per pixel. Bounding boxes are generated around connected components in theimage, the connected components having pixel coordinate and pixel count information. A ranking score...
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Sprache: | chi ; eng |
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Zusammenfassung: | Described is a system for bounding box generation. The system operates on an image comprised of pixels having a one-bit value per pixel. Bounding boxes are generated around connected components in theimage, the connected components having pixel coordinate and pixel count information. A ranking score is generated for each bounding box based on the pixel coordinate and pixel count information. Thebounding boxes are filtered to remove bounding boxes that exceed a predetermined size and pixel count based on the pixel coordinate and pixel count information. The bounding boxes are further filteredto remove bounding boxes that fall below a predetermined ranking score, resulting in remaining bounding boxes. Finally, a device can be controlled or otherwise operated based on the remaining bounding boxes.
描述了一种用于边界框生成的系统。该系统对由均具有一位值的多个像素构成的图像进行操作。边界框是绕图像中的连通分量生成的,连通分量具有像素坐标和像素计数信息。基于像素坐标和像素计数信息,针对各个边界框生成排序分数。基于像素坐标和像素计数信息过滤边界框,以移除超过预定大小和预定像素计数的边界框。还过滤边界框,以移除低于预定排序分数的边界框,从而得到剩余边界框。最后,可以基于剩余边界框控制或以其它方式操作装置。 |
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