Cargando…

Pattern Recognition via PCNN and Tsallis Entropy

In this paper a novel feature extraction method for image processing via PCNN and Tsallis entropy is presented. We describe the mathematical model of the PCNN and the basic concept of Tsallis entropy in order to find a recognition method for isolated objects. Experiments show that the novel feature...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, YuDong, Wu, LeNan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Molecular Diversity Preservation International (MDPI) 2008
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3787458/ https://www.ncbi.nlm.nih.gov/pubmed/27873942 http://dx.doi.org/10.3390/s8117518

Ejemplares similares

On Conditional Tsallis Entropy
por: Teixeira, Andreia, et al.
Publicado: (2021)

Recognition and Classification of Ship Images Based on SMS-PCNN Model
por: Wang, Fengxiang, et al.
Publicado: (2022)

Tsallis Entropy for Cross-Shareholding Network Configurations
por: Cerqueti, Roy, et al.
Publicado: (2020)

Tsallis Entropy, Likelihood, and the Robust Seismic Inversion
por: de Lima, Igo Pedro, et al.
Publicado: (2020)

Further Properties of Tsallis Entropy and Its Application
por: Alomani, Ghadah, et al.
Publicado: (2023)

A Direct Link between Rényi–Tsallis Entropy and Hölder’s Inequality—Yet Another Proof of Rényi–Tsallis Entropy Maximization
por: Tanaka, Hisa-Aki, et al.
Publicado: (2019)

Coherence measure in terms of the Tsallis relative α entropy
por: Zhao, Haiqing, et al.
Publicado: (2018)

Predicting Nucleosome Positioning Based on Geometrically Transformed Tsallis Entropy
por: Wu, Jing, et al.
Publicado: (2014)

Tsallis Entropy of Product MV-Algebra Dynamical Systems
por: Markechová, Dagmar, et al.
Publicado: (2018)

The Tsallis generalized entropy enhances the interpretation of transcriptomics datasets
por: Dérian, Nicolas, et al.
Publicado: (2022)

Analytic Study of Complex Fractional Tsallis’ Entropy with Applications in CNNs
por: Ibrahim, Rabha W., et al.
Publicado: (2018)

Tsallis Entropy of a Used Reliability System at the System Level
por: Kayid, Mohamed, et al.
Publicado: (2023)

Estimating the Bed-Load Layer Thickness in Open Channels by Tsallis Entropy
por: Zhu, Zhongfan, et al.
Publicado: (2019)

Complexity of the Yellowstone Park Volcanic Field Seismicity in Terms of Tsallis Entropy
por: Chochlaki, Kalliopi, et al.
Publicado: (2018)

Rényi and Tsallis Entropies of the Aharonov–Bohm Ring in Uniform Magnetic Fields
por: Olendski, Oleg
Publicado: (2019)

On the Exact Variance of Tsallis Entanglement Entropy in a Random Pure State
por: Wei, Lu
Publicado: (2019)

Inference of gene regulatory networks from time series by Tsallis entropy
por: Lopes , Fabrício Martins, et al.
Publicado: (2011)

Infrared and visible image fusion method of dual NSCT and PCNN
por: Wu, Chunming, et al.
Publicado: (2020)

Software Code Smell Prediction Model Using Shannon, Rényi and Tsallis Entropies
por: Gupta, Aakanshi, et al.
Publicado: (2018)

Susceptible-Infected-Susceptible Epidemic Discrete Dynamic System Based on Tsallis Entropy
por: Momani, Shaher, et al.
Publicado: (2020)

Image denoising and segmentation model construction based on IWOA-PCNN
por: Zhang, Xiaojun
Publicado: (2023)

A Novel Method to Rank Influential Nodes in Complex Networks Based on Tsallis Entropy
por: Chen, Xuegong, et al.
Publicado: (2020)

Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine
por: Zhang, Yu-Dong, et al.
Publicado: (2015)

An Expression for Velocity Lag in Sediment-Laden Open-Channel Flows Based on Tsallis Entropy Together with the Principle of Maximum Entropy
por: Zhu, Zhongfan, et al.
Publicado: (2019)

2D Tsallis Entropy for Image Segmentation Based on Modified Chaotic Bat Algorithm
por: Ye, Zhiwei, et al.
Publicado: (2018)

Tsallis Entropy for Loss Models and Survival Models Involving Truncated and Censored Random Variables
por: Preda, Vasile, et al.
Publicado: (2022)

Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space
por: Yan, Jin, et al.
Publicado: (2022)

Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes
por: Pasten, Denisse, et al.
Publicado: (2023)

Classification of MRI Brain Images Using DNA Genetic Algorithms Optimized Tsallis Entropy and Support Vector Machine
por: Zang, Wenke, et al.
Publicado: (2018)

An Efficient Defocus Blur Segmentation Scheme Based on Hybrid LTP and PCNN
por: Basar, Sadia, et al.
Publicado: (2022)

PCNN Model Guided by Saliency Mechanism for Image Fusion in Transform Domain
por: Liu, Liqun, et al.
Publicado: (2023)

Medical Image Fusion Based on Sparse Representation and PCNN in NSCT Domain
por: Xia, Jingming, et al.
Publicado: (2018)

A Criticism to the Tsallis Regularizing Entropy Formulae Applied to Lévy Flights in a harmonic potential
por: Botelho, L C L
Publicado: (1999)

Automated vision system for fabric defect inspection using Gabor filters and PCNN
por: Li, Yundong, et al.
Publicado: (2016)

A Quantitative Comparison between Shannon and Tsallis–Havrda–Charvat Entropies Applied to Cancer Outcome Prediction
por: Brochet, Thibaud, et al.
Publicado: (2022)

Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy
por: Bonidia, Robson P., et al.
Publicado: (2022)

Tsallis q-Statistics in Seismology
por: Sigalotti, Leonardo Di G., et al.
Publicado: (2023)

The Tsallis distribution at the LHC: Phenomenology
por: Cleymans, J
Publicado: (2014)

A combined HMM–PCNN model in the contourlet domain for image data compression
por: Yang, Guoan, et al.
Publicado: (2020)

Visual Cascaded-Progressive Convolutional Neural Network (C-PCNN) for Diagnosis of Meniscus Injury
por: Ma, Yingkai, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_mlgtp9cmbi8o5ps1bcsiflralq