Uneven Illumination Surface Defects Inspection Based on Saliency Detection and Intrinsic Image Decomposition
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3032108
Abstract: Surface defect detection based on computer vision remains a challenging task due to the uneven illumination, low contrast and miscellaneous patterns of defects. Current methods usually present undesirable detection accuracy and lack adaptability for the… read more here.
Keywords: image decomposition; surface; uneven illumination; intrinsic image ... See more keywords
Learning an Intrinsic Image Decomposer Using Synthesized RGB-D Dataset
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2018.2820041
Abstract: Intrinsic image decomposition refers to recover the albedo and shading from images, which is an ill-posed problem in signal processing. As realistic labeled data are severely lacking, it is difficult to apply learning methods in… read more here.
Keywords: using synthesized; image; learning intrinsic; image decomposer ... See more keywords
CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2020.3024687
Abstract: Intrinsic image analysis plays an important role for image understanding, since it can provide accurate reflectance, shape and illumination information of the scene. However, intrinsic image analysis is an ill-posed problem which need to apply… read more here.
Keywords: image; network; reflectance image; intrinsic image ... See more keywords
Hyperspectral Intrinsic Image Decomposition with Enhanced Spatial Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3146063
Abstract: Hyperspectral intrinsic image decomposition (HyperIID) has been proved to be a very useful approach to reduce the spectral uncertainty in the remote sensing imaging process and improve classification. In this paper, a new HyperIID with… read more here.
Keywords: information; decomposition; spatial information; hyperspectral intrinsic ... See more keywords
Contrast Enhancement Based on Intrinsic Image Decomposition
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2017.2703078
Abstract: In this paper, we propose to introduce intrinsic image decomposition priors into decomposition models for contrast enhancement. Since image decomposition is a highly ill-posed problem, we introduce constraints on both reflectance and illumination layers to… read more here.
Keywords: image; illumination; contrast enhancement; intrinsic image ... See more keywords
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2018.2832059
Abstract: We present a physically-based approach for simulating makeup in face images. The key idea is to decompose the face image into intrinsic image layers – namely albedo, diffuse shading, and specular highlights – which are… read more here.
Keywords: physically based; face; intrinsic image; based simulation ... See more keywords