Results 21 to 30 of about 1,562 (268)
Reduced Reference Quality Assessment for Image Retargeting by Earth Mover’s Distance
Applied Sciences, 2021 A reduced reference quality assessment algorithm for image retargeting by earth mover’s distance is proposed in this paper. In the reference image, all the feature points are extracted using scale invariant feature transform.
Longsheng Wei, Lei Zhao, Jian Peng
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Refining data–data and data–model vegetation comparisons using the Earth mover's distance (EMD) [PDF]
Climate of the Past, 2023 Comparing temporal and spatial vegetation changes between reconstructions or between reconstructions and model simulations requires carefully selecting an appropriate evaluation metric.
M. Chevalier +13 more
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Earth mover's distances on discrete surfaces [PDF]
ACM Transactions on Graphics, 2014 We introduce a novel method for computing the earth mover's distance (EMD) between probability distributions on a discrete surface. Rather than using a large linear program with a quadratic number of variables, we apply the theory of optimal transportation and pass to a dual differential formulation with linear scaling.
Solomon, J. +3 more
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Diffusion Earth Mover's Distance and Distribution Embeddings
ArXiv, 2021 Presented at ICML ...
Tong, Alexander +7 more
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Earth Mover’s Distance-Based Tool for Rapid Screening of Cervical Cancer Using Cervigrams
Applied Sciences, 2022 Cervical cancer is a major public health challenge that can be cured with early diagnosis and timely treatment. This challenge formed the rationale behind our design and development of an intelligent and robust image analysis and diagnostic tool/scale ...
Kumar Dron Shrivastav +8 more
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Sparse recovery for Earth Mover Distance [PDF]
2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2010 We initiate the study of sparse recovery problems under the Earth-Mover Distance (EMD). Specifically, we design a distribution over m × n matrices A, for m « n, such that for any x, given Ax, we can recover a k-sparse approximation to x under the EMD distance.
Gupta, Rishi V. +2 more
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Mathematics, 2023 Non-negative matrix factorization (NMF) is widely used as a powerful matrix factorization tool in data representation. However, the traditional NMF, measured by Euclidean distance or Kullback–Leibler distance, does not take into account the internal ...
Shunli Li +3 more
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Testing Distributions of Huge Objects [PDF]
TheoretiCS, 2023 We initiate a study of a new model of property testing that is a hybrid of testing properties of distributions and testing properties of strings. Specifically, the new model refers to testing properties of distributions, but these are distributions over ...
Oded Goldreich, Dana Ron
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Differentiable Earth mover’s distance for data compression at the high-luminosity LHC
Machine Learning: Science and Technology, 2023 The Earth mover’s distance (EMD) is a useful metric for image recognition and classification, but its usual implementations are not differentiable or too slow to be used as a loss function for training other algorithms via gradient descent. In this paper,
Rohan Shenoy +7 more
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METRIC-PRESERVING REDUCTION OF EARTH MOVER'S DISTANCE [PDF]
Asia-Pacific Journal of Operational Research, 2010 Earth mover's distance (EMD for short) is a perceptually meaningful dissimilarity measure between histograms. The computation of EMD reduces to a network flow optimization problem; however, it lays a heavy computational burden when the number of locations of histograms is large.
YUICHI TAKANO, YOSHITSUGU YAMAMOTO
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