29 citations · 111 across the 18 of their papers we have counts for
3 papers · 1 filter
MorphPool: Efficient Non-linear Pooling & Unpooling in CNNs
Rick Groenendijk, Leo Dorst, Theo Gevers
Pooling is essentially an operation from the field of Mathematical Morphology, with max pooling as a limited special case. The more general setting of MorphPooling greatly extends…
SIGNet: Intrinsic Image Decomposition by a Semantic and Invariant Gradient Driven Network for Indoor Scenes
Partha Das, Sezer Karaoglu, Arjan Gijsenij +1
Intrinsic image decomposition (IID) is an under-constrained problem. Therefore, traditional approaches use hand crafted priors to constrain the problem. However, these constraints…
PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition
Partha Das, Sezer Karaoglu, Theo Gevers
Intrinsic image decomposition is the process of recovering the image formation components (reflectance and shading) from an image. Previous methods employ either explicit priors to…