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arXiv 提交日期: 2026-03-18
📄 Abstract - SpiderCam: Low-Power Snapshot Depth from Differential Defocus

We introduce SpiderCam, an FPGA-based snapshot depth-from-defocus camera which produces 480x400 sparse depth maps in real-time at 32.5 FPS over a working range of 52 cm while consuming 624 mW of power in total. SpiderCam comprises a custom camera that simultaneously captures two differently focused images of the same scene, processed with a SystemVerilog implementation of depth from differential defocus (DfDD) on a low-power FPGA. To achieve state-of-the-art power consumption, we present algorithmic improvements to DfDD that overcome challenges caused by low-power sensors, and design a memory-local implementation for streaming depth computation on a device that is too small to store even a single image pair. We report the first sub-Watt total power measurement for passive FPGA-based 3D cameras in the literature.

顶级标签: systems computer vision
详细标签: depth sensing low-power hardware fpga differential defocus real-time 3d 或 搜索:

SpiderCam:基于差分离焦的低功耗快照深度相机 / SpiderCam: Low-Power Snapshot Depth from Differential Defocus


1️⃣ 一句话总结

这篇论文提出了一种名为SpiderCam的低功耗实时3D相机系统,它通过在FPGA上同时捕获和处理两幅不同焦点的图像来生成深度图,总功耗低于1瓦,实现了能效上的重大突破。

源自 arXiv: 2603.17910