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Deepak V. Mane

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Open access Oct 2026

Cross-Domain Outdoor Scene UnderstandingUsing PC-GAN and TL-SZKSE-DenseNet inAdverse Weather Conditions

A dual framework bringing together a Panoptic Cycle-Generative Adversarial Network (PC-GAN) with a Transfer Learning-based Squeeze-and-ZeroKnowledge Spatial Excitation DenseNet (TL-SZKSE-DenseNet) achieves realistic crossweather image translation with semantically aligned representations in clear and degraded scenes.

Deepak V. Mane, Sandhya Arora · 0 citations

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