Intrinsic Image Decompositions paper list

A collection of Intrinsic Image Decompositions papers.

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TOC

paper with code

Note	Model	Paper	Conference	paper link	code link
	Revisiting Intrinsic Image	Revisiting Deep Intrinsic Image Decompositions	CVPR 2018	arXiv:1701.02965	fqnchina/IntrinsicImage
	L1 Image Transform	An L1 Image Transform for Edge-Preserving Smoothing and Scene-Level Intrinsic Decomposition	SIGGRAPH 2015	SIGGRAPH15_IntrinsicDecomposition.pdf	soundsilence/L1Flattening
	Direct Intrinsics	Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression	ICCV 2015	arXiv:1512.02311	tnarihi/direct-intrinsics
	CGIntrinsics	CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering	ECCV 2018	arXiv:1808.08601v3	zhengqili/CGIntrinsics
	intrinsic	Intrinsic Images in the Wild	SIGGRAPH 2014	siggraph2014-intrinsic.pdf	seanbell/intrinsic
	Intrinsic Appearance Flow	Dense Intrinsic Appearance Flow for Human Pose Transfer	CVPR 2019	arxiv:1903.11326	ly015/intrinsic_flow
	intrinsics-network	Self-Supervised Intrinsic Image Decomposition	NIPS 2017	arxiv:1711.03678	JannerM/intrinsics-network
	Light field intrinsics	Light Field Intrinsics With a Deep Encoder-Decoder Network	CVPR 2018	AJSG18_cvpr.pdf	cvia-kn/lf_autoencoder_cvpr2018_code
	BigTime	Learning Intrinsic Image Decomposition from Watching the World	CVPR 2018	arxiv:1804.00582	zhengqili/unsupervised-learning-intrinsic-images
	learn-reflectance	Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition	ICCV 2015	arxiv:1804.00582	tinghuiz/learn-reflectance
	InverseRenderNet	InverseRenderNet: Learning single image inverse rendering	CVPR 2019	arxiv:1811.12328	YeeU/InverseRenderNet
	MIT Intrinsic Images	Ground truth dataset and baseline evaluations for intrinsic image algorithms	ICCV 2009	iccv09-intrinsic.pdf	MIT Intrinsic Images
	RGB-D intrinsic	A Simple Model for Intrinsic Image Decomposition with Depth Cues	ICCV 2013	intrinsic-RGBD.pdf	cqf publication
	SAW	Shading Annotations in the Wild	CVPR 2017	SAW	kovibalu/saw_release
	NIID-Net	NIID-Net: Adapting Surface Normal Knowledge for Intrinsic Image Decomposition in Indoor Scenes	TVCG 2020	NIID-Net	zju3dv/NIID-Net