Interactive Image Filter Sandbox

🖼️ Interactive Image Filtering Sandbox

See how 2D image convolution tolerates approximate multiplier arithmetic without visible loss of sharpness or edges.

Test Image Pattern:

Convolution Filter Kernel:

Multiplier Architecture:

Exact Reference Image

Approximate Filter Output

PSNR (Peak Signal-to-Noise)

38.4 dB

Perceptual Quality

Excellent

Hardware Energy Saved

~75%