首页> 外文会议>Algorithms and technologies for multispectral, hyperspectral, and ultraspectral imagery XIX >Low Complexity Image Processing for a High Throughput, Low Latency Snapshot Multispectral Imager with Integrated, Tiled Filters
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Low Complexity Image Processing for a High Throughput, Low Latency Snapshot Multispectral Imager with Integrated, Tiled Filters

机译:具有集成的平铺滤镜的高通量,低延迟快照多光谱成像仪的低复杂度图像处理

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Traditional spectral imaging cameras typically operate as pushbroom cameras by scanning a scene. This approach makes such cameras well-suited for high spatial and spectral resolution scanning applications, such as remote sensing and machine vision, but ill-suited for 2D scenes with free movement. This limitation can be overcome by single frame, multispectral (here called snapshot) acquisition, where an entire three-dimensional multispectral data cube is sensed at one discrete point in time and multiplexed on a 2D sensor. Our snapshot multispectral imager is based on optical filters monolithically integrated on CMOS image sensors with large layout flexibility. Using this flexibility, the filters are positioned on the sensor in a tiled layout, allowing trade-offs between spatial and spectral resolution. At system-level, the filter layout is complemented by an optical sub-system which duplicates the scene onto each filter tile. This optical sub-system and the tiled filter layout lead to a simple mapping of 3D spectral cube data on the sensor, facilitating simple cube assembly. Therefore, the required image processing consists of simple and highly parallelizable algorithms for reflectance and cube assembly, enabling real-time acquisition of dynamic 2D scenes at low latencies. Moreover, through the use of monolithically integrated optical filters the multispectral imager achieves the qualities of compactness, low cost and high acquisition speed, further differentiating it from other snapshot spectral cameras. Our prototype camera can acquire multispectral image cubes of 256x256 pixels over 32 bands in the spectral range of 600-1000nm at 340 cubes per second for normal illumination levels. Snapshot multispectral camera, multispectral CMOS sensor, monolithic integration, low-level image processing, snapshot acquisition levels.
机译:传统的光谱成像相机通常通过扫描场景充当扫帚相机。这种方法使此类相机非常适合于高空间和光谱分辨率的扫描应用,例如遥感和机器视觉,但不适用于自由移动的2D场景。可以通过单帧多光谱(这里称为快照)采集来克服此限制,在这种采集中,整个三维多光谱数据立方体在一个离散的时间点被感测并在2D传感器上进行多路复用。我们的快照多光谱成像仪基于单片集成在CMOS图像传感器上的光学滤波器,具有很大的布局灵活性。利用这种灵活性,将滤光片以平铺布局放置在传感器上,从而可以在空间分辨率和光谱分辨率之间进行权衡。在系统级,滤镜布局由光学子系统补充,该光学子系统将场景复制到每个滤镜块上。该光学子系统和平铺滤镜的布局导致传感器上3D光谱立方体数据的简单映射,从而简化了立方体的组装。因此,所需的图像处理由用于反射率和立方体组装的简单且高度可并行化的算法组成,从而能够以低延迟实时捕获动态2D场景。此外,通过使用单片集成的滤光器,多光谱成像仪达到了紧凑,低成本和高采集速度的品质,这使其与其他快照光谱相机有所不同。我们的原型相机可以在正常照明水平下以每秒340立方的速度在600-1000nm光谱范围内的32个波段上获取256x256像素的多光谱图像立方。快照多光谱相机,多光谱CMOS传感器,单片集成,低级图像处理,快照采集级别。

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