Skip to search form
Skip to main content
Skip to account menu
Semantic Scholar
Semantic Scholar's Logo
Search 217,275,344 papers from all fields of science
Search
Sign In
Create Free Account
Synthetic data
Known as:
Synthetic
, Synthetic datum
The creation of synthetic data is an involved process of data anonymization; that is to say that synthetic data is a subset of anonymized data…
Expand
Wikipedia
(opens in a new tab)
Create Alert
Alert
Related topics
Related topics
12 relations
Algorithm
Attribute-value system
Autocorrelation
Confidentiality
Expand
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2018
Highly Cited
2018
Synthetic data augmentation using GAN for improved liver lesion classification
Maayan Frid-Adar
,
E. Klang
,
M. Amitai
,
J. Goldberger
,
H. Greenspan
IEEE International Symposium on Biomedical…
2018
Corpus ID: 28111473
In this paper, we present a data augmentation method that generates synthetic medical images using Generative Adversarial…
Expand
Highly Cited
2018
Highly Cited
2018
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization
Jonathan Tremblay
,
Aayush Prakash
,
+7 authors
Stan Birchfield
IEEE/CVF Conference on Computer Vision and…
2018
Corpus ID: 4929980
We present a system for training deep neural networks for object detection using synthetic images. To handle the variability in…
Expand
Highly Cited
2017
Highly Cited
2017
Semantic Foggy Scene Understanding with Synthetic Data
Christos Sakaridis
,
Dengxin Dai
,
L. Van Gool
International Journal of Computer Vision
2017
Corpus ID: 1103605
This work addresses the problem of semantic foggy scene understanding (SFSU). Although extensive research has been performed on…
Expand
Highly Cited
2017
Highly Cited
2017
Learning from Synthetic Humans
Gül Varol
,
J. Romero
,
+4 authors
C. Schmid
Computer Vision and Pattern Recognition
2017
Corpus ID: 12289484
Estimating human pose, shape, and motion from images and videos are fundamental challenges with many applications. Recent…
Expand
Highly Cited
2016
Highly Cited
2016
The Synthetic Data Vault
Neha Patki
,
Roy Wedge
,
K. Veeramachaneni
International Conference on Data Science and…
2016
Corpus ID: 14428923
The goal of this paper is to build a system that automatically creates synthetic data to enable data science endeavors. To…
Expand
Highly Cited
2014
Highly Cited
2014
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
Max Jaderberg
,
K. Simonyan
,
A. Vedaldi
,
Andrew Zisserman
arXiv.org
2014
Corpus ID: 11072772
In this work we present a framework for the recognition of natural scene text. Our framework does not require any human-labelled…
Expand
Review
2013
Review
2013
A review of feature selection methods on synthetic data
V. Bolón-Canedo
,
N. Sánchez-Maroño
,
Amparo Alonso-Betanzos
Knowledge and Information Systems
2013
Corpus ID: 3092608
With the advent of high dimensionality, adequate identification of relevant features of the data has become indispensable in real…
Expand
Highly Cited
2008
Highly Cited
2008
ADASYN: Adaptive synthetic sampling approach for imbalanced learning
Haibo He
,
Yang Bai
,
E. A. Garcia
,
Shutao Li
IEEE World Congress on Computational Intelligence
2008
Corpus ID: 1438164
This paper presents a novel adaptive synthetic (ADASYN) sampling approach for learning from imbalanced data sets. The essential…
Expand
Highly Cited
1999
Highly Cited
1999
Synthetic Aperture Radar Processing
G. Franceschetti
,
R. Lanari
1999
Corpus ID: 128449960
FUNDAMENTALS Introduction Historical Background Synthetic Aperture Radar Systems Modes Geometric Resolution Goemetric Distortions…
Expand
Highly Cited
1981
Highly Cited
1981
Determining Optical Flow
Berthold K. P. Horn
,
B. G. Schunck
Other Conferences
1981
Corpus ID: 1371968
Optical flow cannot be computed locally, since only one independent measurement is available from the image sequence at a point…
Expand
By clicking accept or continuing to use the site, you agree to the terms outlined in our
Privacy Policy
(opens in a new tab)
,
Terms of Service
(opens in a new tab)
, and
Dataset License
(opens in a new tab)
ACCEPT & CONTINUE
or Only Accept Required