Event streams enable accurate alignment and fusion of short/long-exposure pairs via a dual-path deblurring-plus-enhancement network, outperforming frame-only DEI on synthetic and real data.
Dual-camera joint deblurring-denoising
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 2years
2026 2representative citing papers
Presents HSD dataset and PECA module for heterogeneous stereo deblurring, improving CNN/Transformer/NAFNet baselines via constrained cross attention.
citing papers explorer
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Dual-Exposure Imaging with Events
Event streams enable accurate alignment and fusion of short/long-exposure pairs via a dual-path deblurring-plus-enhancement network, outperforming frame-only DEI on synthetic and real data.
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A Benchmark for Heterogeneous Stereo Deblurring with Physically- and Epipolar-constrained Cross Attention
Presents HSD dataset and PECA module for heterogeneous stereo deblurring, improving CNN/Transformer/NAFNet baselines via constrained cross attention.