← 返回 JSSC 论文列表JSSC 2014第1期Image SensorsCMOS Image Sensor
A3 4 - W Object-Adaptive CMOS Image Sensor With Embedded Feature Extraction Alg
一种低功耗对象自适应CMOS图像传感器,通过嵌入式特征提取算法显著降低功耗。
0.22 W/frame(运动传感模式), 3.4 W/frame(特征提取模式), 94.5%检测率
低功耗CMOS图像传感器对象自适应特征提取运动触发
▸嵌入式特征提取算法:该论文提出了一种嵌入式特征提取算法,通过混合信号电路实现,能够在芯片上直接提取图像特征,显著减少了数据传输和处理的功耗,检测率高达94.5%。
▸运动触发唤醒机制:论文设计了一种运动触发唤醒机制,传感器仅在检测到运动时唤醒并进行特征提取,大幅降低了静态场景下的功耗,节省了96.5%的空间带宽。
▸可重构差分像素架构:采用可重构差分像素架构,通过降低供电电压和优化像素结构,实现了低功耗的图像捕获和处理,每帧功耗仅为0.22μW(运动感知模式)和3.4μW(特征提取模式)。
▸对象自适应成像系统:该系统仅在检测到感兴趣对象时启动全图像捕获和传输,显著减少了传感器节点的功耗,同时优化了时空带宽利用率。
Abstract
We report a low-power object-adaptive CMOS
imager, which suppresses spatial temporal bandwidth. The ob-
ject-adaptive imager has embedd ed a feature extraction algorithm
for identifying objects of interest. The sensor w akes up triggered
by motion sensing and extracts features from the captured image
for the detection of object-of-interest (OOI). Full-image capturing
operation and image signal transmission are p erformed only when
the interested objects are found, which signi ficantly reduces pow