2 papers
cs.CV2025
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing
Vidya Sudevan, Fakhreddine Zayer, Rizwana Kausar +4
Underwater image dehazing is critical for vision-based marine operations because light scattering and absorption can severely reduce visibility. This paper introduces snnTrans-DHZ,…
eess.IV2025
Underwater Image Enhancement by Convolutional Spiking Neural Networks
Vidya Sudevan, Fakhreddine Zayer, Rizwana Kausar +4
Underwater image enhancement (UIE) is fundamental for marine applications, including autonomous vision-based navigation. Deep learning methods using convolutional neural networks (…