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Partha Das

2 accepted papers

2022

PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition

CVPR 2022poster

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 constrain the problem or implicit constraints as formulated by their losses (deep learning). These methods can be negat…

Cited by 42PDFcodeScholar
2018

Joint Learning of Intrinsic Images and Semantic Segmentation

ECCV 2018poster

Semantic segmentation of outdoor scenes is problematic when there are variations in imaging conditions. It is known that albedo (reflectance) is invariant to all kinds of illumination effects. Thus, using reflectance images for semantic segmentation task can be favorable. Additionally, not only segm…