المفاهيم الأساسية
UODFs provide accurate reconstruction for diverse 3D shapes through unique characteristics and specialized neural networks.
الإحصائيات
"UODFs for each model are trained for 100 epochs."
"Adam optimizer with an initial learning rate of 0.001."
"Loss function weights: λ1 = 3000, λ2 = 50, λ3 = 1000."
اقتباسات
"UODFs diverge from conventional SDF and UDF in their unique characteristics."
"Each UODF enjoys a similar working mechanism to a planar laser."
"UODFs consistently outrank all competitors in a unified reconstruction manner."