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JSSC 2013第1期Data Converters0.15 µmNeural Network AcceleratorCMOS Image Sensor

CMOS Image Sensor With Per-Column ΣΔ ADC and Programmable

介绍了一种内置单次压缩感知的CMOS图像传感器架构。
256x256像素, 0.15 µm CIS工艺, 最大帧率120 fps, 压缩模式下帧率480/960/1920 fps
CMOS图像传感器压缩感知ΣΔ ADC像素阵列图像重建
创新点1:内置单次压缩感知技术(方法创新)。通过列复用器随机选择像素值输入ΣΔ调制器,实现单次曝光下的压缩感知,无需多次采样即可获得压缩测量值,显著降低数据量(压缩比1/4至1/16)并保持351 µV低读取噪声。
创新点2:每列ΣΔ ADC架构(电路创新)。采用列级ΣΔ ADC替代传统全局ADC,实现并行模数转换,支持480-1920 fps超高帧率,同时仅增加1.8%芯片面积开销,功耗维持在96.2 mW。
创新点3:可编程压缩比设计(系统创新)。通过硬件配置灵活切换压缩比(1/4/1/8/1/16)与工作模式(压缩感知/常规拍摄),适应不同场景需求,常规模式下仍支持120 fps全分辨率输出。
创新点4:片上压缩与离片重构协同优化(系统创新)。传感器仅输出压缩测量值,依赖外部算法重构图像,在保证图像质量(优于降采样)的同时大幅减少数据传输带宽,适合资源受限的嵌入式应用。
Abstract
A CMOS image sensor architecture with built-in single-shot compressed sensing is described. The image sensor employs a conventional 4-T pixel and per-column ΣΔ ADCs. The compressed sensing measurements are obtained via a column multiplexer that sequentially a pplies randomly selected pixel values to the input of each ΣΔ modulator. At the end of readout, each ADC outputs a quantized value of the average of the pixel values applied to its input. The image is recovered from the random linear measurements off-c hip using numerical optimiza- tion algorithms. To demonstrate t his architecture, a 256x256 pixel CMOS image sensor is fabricated in 0.15 µm CIS process. The sensor can operate in compressed sensing mode with compression ratio 1/4, 1/8, or 1/16 at 480, 960, or 1920 fps, respectively, or in normal capture mode with no compressed sensing at a maxi mum frame rate of 120 fps. Measuremen t results demonstrate capture in compressed sensing mode at rou ghly the same readout noise of 351 µV and power consumption of 96.2 mW of normal captu re at 120 fps. This performance is a chieved with only 1.8% die area overhead. Image reconstruction shows modest quality loss relative to normal capture and signi ficantly higher image qu ality than downsampling.