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Vectorial Image Representation for Image Classification [PDF]

open access: yesJournal of Imaging
This paper proposes the transformation S→C→, where S is a digital gray-level image and C→ is a vector expressed through the textural space. The proposed transformation is denominated Vectorial Image Representation on the Texture Space (VIR-TS), given ...
Maria-Eugenia Sánchez-Morales   +5 more
doaj   +4 more sources

Perceptual Image Representation

open access: yesEURASIP Journal on Image and Video Processing, 2007
This paper describes a rarity-based visual attention model working on both still images and video sequences. Applications of this kind of models are numerous and we focus on a perceptual image representation which enhances the perceptually important ...
Matei Mancas   +2 more
doaj   +3 more sources

Digital Image Representation by Atomic Functions: The Compression and Protection of Data for Edge Computing in IoT Systems [PDF]

open access: yesSensors, 2022
Digital images are used in various technological, financial, economic, and social processes. Huge datasets of high-resolution images require protected storage and low resource-intensive processing, especially when applying edge computing (EC) for ...
Viktor Makarichev   +3 more
doaj   +2 more sources

Image Representation Method Based on Relative Layer Entropy for Insulator Recognition [PDF]

open access: yesEntropy, 2020
Deep convolutional neural networks (DCNNs) with alternating convolutional, pooling and decimation layers are widely used in computer vision, yet current works tend to focus on deeper networks with many layers and neurons, resulting in a high ...
Zhenbing Zhao   +6 more
doaj   +2 more sources

Dual Space Latent Representation Learning for Image Representation

open access: yesMathematics, 2023
Semi-supervised non-negative matrix factorization (NMF) has achieved successful results due to the significant ability of image recognition by a small quantity of labeled information.
Yulei Huang   +3 more
doaj   +1 more source

Documentary narrative for a new understanding of a stigmatized public space

open access: yesRevista Lusófona de Estudos Culturais, 2020
Following on from an audiovisual project carried out over fifteen years in cities in the South of France, the tourist sites are now being filmed as part of a new documentary series, in an attempt to better understand daily life in these easily ...
Natacha Cyrulnik
doaj   +1 more source

DSGEM: Dual scene graph enhancement module‐based visual question answering

open access: yesIET Computer Vision, 2023
Visual Question Answering (VQA) aims to appropriately answer a text question by understanding the image content. Attention‐based VQA models mine the implicit relationships between objects according to the feature similarity, which neglects the explicit ...
Boyue Wang   +5 more
doaj   +1 more source

Underwater image enhancement via a channel‐wise transmission estimation network

open access: yesIET Image Processing, 2023
Underwater image enhancement for image processing and underwater robotic vision have recently attracted much academic attention. However, in most existing methods, underwater image enhancement is completed with a simple assumption: the attenuation ...
Qiang Wang, Bo Fu, Huijie Fan
doaj   +1 more source

Applicability of Convolutional Neural Networks for Calibration of Nonlinear Dynamic Models of Structures

open access: yesFrontiers in Built Environment, 2022
The objective of this study is to examine a machine learning (ML) framework for calibrating the parameters of analytical models of complex nonlinear structural systems where experimental data is significantly limited.
Angela Lanning   +2 more
doaj   +1 more source

Quantum Steganography Using Two Hidden Thresholds

open access: yesAdvances in Electrical and Computer Engineering, 2021
This paper describes a novel steganography algorithm that combines quantum computing with the least significant bit technique (LSB). Using the quantum properties, along with the Python programming language and the Qiskit framework for the circuit ...
TUDORACHE, A.-G.   +2 more
doaj   +1 more source

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