Keyword

shape from focus

Description: A computer vision technique that reconstructs scene depth or shape by analyzing image sharpness across photographs captured at different focus settings.

Primary topic: Image Processing Techniques and Applications (78%)

Wikidata ID: wiki/Q60792811

OpenAlex ID: keywords/shape-from-focus

Shape from focus

1994 · S.K. Nayar, Y. Nakagawa · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,204

Analysis of focus measure operators for shape-from-focus

2012 · Said Pertuz, Domenec Puig, et al. · Pattern Recognition · 765

Deep learning for monocular depth estimation: A review

2021 · Yue Ming, Xuyang Meng, et al. · Neurocomputing · 454

Accurate recovery of three-dimensional shape from image focus

1995 · M. Subbarao, Tao Choi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 259

Adaptive shape from focus with an error estimation in light microscopy

2002 · F.S. Helmli, S. Scherer · 158

Focus Is All You Need: Loss Functions for Event-Based Vision

2019 · Guillermo Gallego, Mathias Gehrig, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 146

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Shape from focus: an effective approach for rough surfaces

2002 · S.K. Nayar, Y. Nakagawa · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 143

Improvements in Shape-From-Focus for Holographic Reconstructions With Regard to Focus Operators, Neighborhood-Size, and Height Value Interpolation

2008 · A. Thelen, S. Frey, et al. · IEEE Transactions on Image Processing · 141

Shape from focus system

2003 · S.K. Nayar · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 111

Shape from focus using multilayer feedforward neural networks

2001 · M. Asif, Tae-Sun Choi · IEEE Transactions on Image Processing · 109

Variational Depth From Focus Reconstruction

2015 · Michael Moeller, Martin Benning, et al. · IEEE Transactions on Image Processing · 106

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3-D Time-Varying Scene Capture Technologies—A Survey

2007 · Elena Stoykova, A. Aydin Alatan, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 95

Sampling for Shape from Focus in Optical Microscopy

2011 · M. Muhammad, Tae-Sun Choi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 84

Nonlinear Approach for Enhancement of Image Focus Volume in Shape From Focus

2012 · M. T. Mahmood, Tae-Sun Choi · IEEE Transactions on Image Processing · 83

Observing Shape from Defocused Images

2003 · Paolo Favaro, Andrea Mennucci, et al. · International Journal of Computer Vision · 81

Application of Three Dimensional Shape from Image Focus in LCD/TFT Displays Manufacturing

2007 · M.B. Ahmad, Tae Sun Choi · IEEE Transactions on Consumer Electronics · 78

Microscopic shape from focus using active illumination

2002 · M. Noguchi, S.K. Nayar · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 75

3D Shape from Focus and Depth Map Computation Using Steerable Filters

2009 · Rashid Minhas, Abdul A. Mohammed, et al. · Lecture notes in computer science · 70

Variational Depth from Focus Reconstruction

2014 · Michael Moeller, Martin Benning, et al. · 64

Shape from focus using fast discrete curvelet transform

2010 · Rashid Minhas, Abdul Adeel Mohammed, et al. · Pattern Recognition · 64

Guided image filtering in shape-from-focus: A comparative analysis

2020 · Usman Ali, Ik Hyun Lee, et al. · Pattern Recognition · 61

Optimal depth estimation by combining focus measures using genetic programming

2010 · Muhammad Tariq Mahmood, Abdul Majid, et al. · Information Sciences · 51

Robust Focus Volume Regularization in Shape From Focus

2021 · Usman Ali, Muhammad Tariq Mahmood · IEEE Transactions on Image Processing · 49