HistoFusionNet combines histogram transformer blocks with a frequency-aware refinement branch in a multi-scale encoder-decoder to achieve top performance on nighttime image dehazing, ranking first in the NTIRE 2026 challenge.
Lita-gs: Illumination- agnostic novel view synthesis via reference-free 3d gaus- sian splatting and physical priors
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
HistoFusionNet: Histogram-Guided Fusion and Frequency-Adaptive Refinement for Nighttime Image Dehazing
HistoFusionNet combines histogram transformer blocks with a frequency-aware refinement branch in a multi-scale encoder-decoder to achieve top performance on nighttime image dehazing, ranking first in the NTIRE 2026 challenge.