Robust Focus Volume Regularization in Shape From Focus
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2021.3100268
Abstract: Shape from focus (SFF) reconstructs 3D shape of the scene from a sequence of multi-focus images, and the quality of reconstructed shape mainly depends on the accuracy of image focus volume (FV). Traditional SFF techniques… read more here.
Keywords: focus volume; shape; shape priors; focus ... See more keywords
SAS: A General Framework Induced by Sequence Association for Shape From Focus
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2025.3577595
Abstract: Shape from focus (SFF) is a technique used to estimate the depth of a scene from a sequence of multifocus images. Existing SFF methods can be categorized into two groups: traditional methods and deep learning-based… read more here.
Keywords: sequence association; sequence; shape focus; framework ... See more keywords
An Efficient Neural Network for Shape from Focus with Weight Passing Method
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8091648
Abstract: In this paper, we suggest an efficient neural network model for shape from focus along with weight passing (WP) method. The neural network model is simplified by reducing the input data dimensions and eliminating the… read more here.
Keywords: efficient neural; method; shape focus; neural network ... See more keywords