论文标题
i-flatcam：253 fps，91.49 $μ$ j/frame Ultra-Croct智能摄像机，用于实时和高效的眼动摄像机，在VR/AR中
i-FlatCam: A 253 FPS, 91.49 $μ$J/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
论文作者
论文摘要
我们提出了一个名为i-flatcam的首个超连接智能相机系统，包括带有计算（Comp。）芯片的无镜头相机。它突出了（1）预测的焦点眼镜跟踪管道，可提高效率而不损害准确性，（2）单芯片处理的统一压缩方案和每秒改进的帧速率（FPS），以及（3）专用内部内部内部内部的重复使用重复使用，以增加深度脉动脉动脉动层（DW-dw-conviations）。 i-flatcam用无透镜相机演示了第一个眼动管道，并达到了3.16度的准确性，253 fps，91.49 $μ$ j/frame和6.7mm x 8.9mm x 1.2mm x 1.2mm摄像头函数，为下一代增强现实（AR）和虚拟现实（VR）设备铺平了道路。
We present a first-of-its-kind ultra-compact intelligent camera system, dubbed i-FlatCam, including a lensless camera with a computational (Comp.) chip. It highlights (1) a predict-then-focus eye tracking pipeline for boosted efficiency without compromising the accuracy, (2) a unified compression scheme for single-chip processing and improved frame rate per second (FPS), and (3) dedicated intra-channel reuse design for depth-wise convolutional layers (DW-CONV) to increase utilization. i-FlatCam demonstrates the first eye tracking pipeline with a lensless camera and achieves 3.16 degrees of accuracy, 253 FPS, 91.49 $μ$J/Frame, and 6.7mm x 8.9mm x 1.2mm camera form factor, paving the way for next-generation Augmented Reality (AR) and Virtual Reality (VR) devices.
