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Digital camera zooming based on unified CFA image processing steps

机译:基于统一CFA图像处理步骤的数码相机变焦

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摘要

A unified camera image processing system that performs zooming and full color image reconstruction for single-sensor digital cameras is introduced. Compact and low-cost single-sensor solutions often lack optical zooming capabilities and thus depend on digital techniques. However, the computational power required for high-quality output using traditional techniques is generally too prohibitive to implement in such devices. The proposed scheme employs a small number of reusable, low-complexity operations and a consistent color model throughout to achieve high-quality zoomed output that is practical for hardware implementation. The high-level system components are color filter array (CFA) zooming, CFA interpolation (demosaicking) and demosaicked image postprocessing. The resulting output is consistently superior to other methods.
机译:介绍了一种用于单传感器数码相机执行缩放和全彩色图像重建的统一相机图像处理系统。紧凑且低成本的单传感器解决方案通常缺乏光学缩放功能,因此依赖于数字技术。但是,使用传统技术进行高质量输出所需的计算能力通常太高而无法在此类设备中实现。所提出的方案在整个过程中采用了少量的可重复使用的,低复杂度的操作和一致的颜色模型,以实现对硬件实现实用的高质量缩放输出。高级系统组件是滤色镜阵列(CFA)缩放,CFA插值(去马赛克)和去马赛克图像后处理。产生的输出始终优于其他方法。

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