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An Adaptive Correlated Image Prior for Image Restoration Problems
is equivalent to prior model of the image. An added value of Bayesian point of view is the ability to form a hierarchical model and estimate the hyper-parameters of the prior from the data. Many prior models are a...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
The Hitchhiker's Guide to Prior-Shift Adaptation
. This paper analyzes methods for adaptation of probabilistic classifiers to new priors values in the estimated priors. Experiments on fine-grained image classification results in prior adaptation...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Understanding Deep Image Prior
handcrafted priors and achieve superior performance. This contribution will focus on Deep Image Prior, the pioneering work utilizing untrained neural priors, its applicationsInverse problems in imaging, l...
Statistics and probability
- 2023 •
- D
Rok uplatnění
D - Stať ve sborníku
Single Image Test-Time Adaptation for Segmentation
Test-Time Adaptation methods improve domain shift robustness of deep neural networks. We explore the adaptation of segmentation models to a single unlabelled image with no other data available at test time. This allows indi...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- Jost •
- Link
Rok uplatnění
Jost - Ostatní články v recenzovaných periodicích
Výsledek na webu
Prior knowledge for computer design of adaptive control.
The paper is oriented on the quantification of prior knowledge about controlled system. This is applied in the process of computer design of adaptive control. In this process, the important consideration is devoted to the quality of...
BC - Teorie a systémy řízení
- 2002 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
“Super-deblended” Dust Emission in Galaxies. II. Far-IR to (Sub)millimeter Photometry and High-redshift Galaxy Candidates in the Full COSMOS Field
recently developed by Liu et al., with key adaptations. We obtain point-spread function fitting photometry at fixed prior positions including 88,008 galaxies detected in VLA 1.4, 3 GHz, and/or MIPS 24 mu m images. By addin...
Astronomy (including astrophysics,space science)
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Image demosaicing using Deep Image Prior
The paper focuses on the problem of image demosaicing using the deep image prior. The deep image prior (DIP) is an uncommon concept that uses a generative neural network which, however, utilizes only the d...
Telecommunications
- 2023 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Smoothness prior information in principal component analysis of dynamic image data
image processing,principal component analysis,data normalization...
FS - Lékařská zařízení, přístroje a vybavení
- 2001 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors
We presented a method on blur estimation from a single image and sharp image recovery using ultra sparse gradient priors and augmented Lagrangian method....
JD - Využití počítačů, robotika a její aplikace
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Adaptive Practice of Facts in Domains with Varied Prior Knowledge
We propose a modular approach to development of a computerized adaptive practice system for learning of facts in areas with widely varying prior knowledge: decomposing the system into estimation of prior knowledge, estimati...
IN - Informatika
- 2014 •
- D
Rok uplatnění
D - Stať ve sborníku
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