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Equal parameter count evaluations show that modulating the primitive's wavefront is an effective and lightweight enhancement for hologram representations, and frequency domain analysis illustrates that CVQPG has successfully preserved the mid-to-high frequency band of natural images.
CGVQ achieves a remarkable 20% reduction in bits per pixel while maintaining visual quality, revolutionizing Gaussian-based image compression.