Keyword Analysis & Research: census transform
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Census transform - Wikipedia
https://en.wikipedia.org/wiki/Census_transform
The census transform (CT) is an image operator that associates to each pixel of a grayscale image a binary string, encoding whether the pixel has smaller intensity than each of its neighbours, one for each bit. It is a non-parametric transform that depends only on relative ordering of intensities, … See more
DA: 20 PA: 55 MOZ Rank: 23
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GitHub - mlaves/census-transform-pytorch: Implementation of the …
https://github.com/mlaves/census-transform-pytorch
The census transform is a non-parametric kernel-based intensity order descriptor and is invaria…We implemented the census transform as layer operation for PyTorch and show its effect in the following example. We load the famous camera man image and add 0.1 to every pixel to simulate global intensity change. The difference between img1 and img2 is greater than 0. However, afte…
The census transform is a non-parametric kernel-based intensity order descriptor and is invaria…We implemented the census transform as layer operation for PyTorch and show its effect in the following example. We load the famous camera man image and add 0.1 to every pixel to simulate global intensity change. The difference between img1 and img2 is greater than 0. However, afte…
DA: 91 PA: 18 MOZ Rank: 44
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Quaternary Census Transform Based on the Human Visual …
https://ieeexplore.ieee.org/document/9121926
WebAbstract: The census transform is a non-parametric local transform that is widely used in stereo matching. This transform encodes the structural information of a local patch into a … Author: Seowon Ji, Seung Wook Kim, Dongpan Lim, Seung Won Jung, Sung Jea Ko Publish Year: 2020
Author: Seowon Ji, Seung Wook Kim, Dongpan Lim, Seung Won Jung, Sung Jea Ko
Publish Year: 2020
DA: 39 PA: 36 MOZ Rank: 80
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Mathematical Foundations and Generalisations of the Census …
https://dl.acm.org/doi/10.1007/s10851-014-0529-9
WebThe goal of our paper is to provide these missing insights, and in this way to generalise the concept of the census transform. To this end, we transfer the inherently discrete … Author: David Hafner, Oliver Demetz, Joachim Weickert, Martin Reiβel Publish Year: 2015
Author: David Hafner, Oliver Demetz, Joachim Weickert, Martin Reiβel
Publish Year: 2015
DA: 97 PA: 59 MOZ Rank: 88
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A Modified Census Transform Based on the Neighborhood …
https://ieeexplore.ieee.org/document/6643730
WebBy improving the classic Census transform, the new technique utilizes more bits to represent the differences between the pixel and its neighborhood information. The result …
DA: 97 PA: 35 MOZ Rank: 12
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Why Is the Census Transform Good for Robust Optic Flow
https://link.springer.com/chapter/10.1007/978-3-642-38267-3_18
WebThe census transform is becoming increasingly popular in the context of optic flow computation in image sequences. Since it is invariant under monotonically increasing …
DA: 17 PA: 97 MOZ Rank: 19