pi-CE-VAE, a dual-stream network pairing a Jaffe-McGlamery physics estimator with capsule clustering, reports top PSNR on three full-reference underwater benchmarks and top or near-top scores on three no-reference benchmarks.
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Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
pi-CE-VAE, a dual-stream network pairing a Jaffe-McGlamery physics estimator with capsule clustering, reports top PSNR on three full-reference underwater benchmarks and top or near-top scores on three no-reference benchmarks.