Artificial Intelligence #computer vision#visual sampler
DH-V2: Geometry-Based Sampler Achieves 1,433x Compression for Edge Perception
Researchers present Double-Helix Vision (DH-V2), a geometry-based visual sampler that compresses 2D images into compact 1D signals using golden-ratio-inspired spiral trajectories. At 4K resolution, it achieves a 1,433x compression ratio while running in 0.52ms on CPU-only hardware, and includes a JSON-serializable Robotics API for bandwidth-constrained perception.
Jun 16, 2026 1 source