A tutorial review on entropy-based handcrafted feature extraction for information fusion

RC Guido - Information Fusion, 2018 - Elsevier
Entropy (H) is the main subject of this article, concisely written to serve as a tutorial introducing
two feature extraction (FE) methods for usage in digital signal processing (DSP) and …

Content based image retrieval using image features information fusion

KT Ahmed, S Ummesafi, A Iqbal - Information Fusion, 2019 - Elsevier
features for the information fusion purpose this contribution presents a novel technique to
fuse the spatial color information with shaped extracted features … are applied and features are …

Multi-source information fusion based on rough set theory: A review

P Zhang, T Li, G Wang, C Luo, H Chen, J Zhang… - Information …, 2021 - Elsevier
… to as, multi-sensor information fusion which was originated in … bring new challenges for
information fusion to deal with the … extracting useful features, simplifying information processing, …

Information fusion in biometrics

A Ross, A Jain - Pattern recognition letters, 2003 - Elsevier
… In this paper we deal with the problem of information fusion by first building a … Fusion at
the feature extraction level: The data obtained from each sensor is used to compute a feature

An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges

M Imani, H Ghassemian - Information fusion, 2020 - Elsevier
… , fusion of spectral and spatial information can significantly improve the HSI classification. In
this work, the spectral-spatial information fusionfeature extraction, fusion and classification. …

[HTML][HTML] Feature importance in machine learning models: A fuzzy information fusion approach

D Rengasamy, JM Mase, A Kumar, B Rothwell… - Neurocomputing, 2022 - Elsevier
… ensemble FI values contain significantly more information than that captured by crisp values…
novel Fuzzy information fusion method known as FEFI (Fuzzy Ensemble Feature Importance…

Multichannel image registration by feature-based information fusion

Y Li, R Verma - IEEE Transactions on Medical Imaging, 2010 - ieeexplore.ieee.org
… (MSD)-based information fusion scheme was proposed and has been successfully used
in image fusion [11]. In this paper, by adopting a similar information fusion scheme based on …

Information fusion in biometrics

AA Ross, AK Jain, K Nandakumar - Handbook of Multibiometrics, 2006 - Springer
… by multiple sources of biometric information. An information fusion scheme in the context
of bio… Feature level fusion refers to combining different feature sets extracted from multiple …

AGGN: Attention-based glioma grading network with multi-scale feature extraction and multi-modal information fusion

P Wu, Z Wang, B Zheng, H Li, FE Alsaadi… - Computers in biology and …, 2023 - Elsevier
… and fed into the multi-modal information fusion module, which contains the fusion convolution
and MB reduction operations. At last, seven feature maps in the same size are cascaded …

Visual information fusion through bayesian inference for adaptive probability-oriented feature matching

D Valiente, L Payá, LM Jiménez, JM Sebastian… - Sensors, 2018 - mdpi.com
… This work presents a visual information fusion approach for robust probability-oriented feature
matching. It is sustained by omnidirectional imaging, and it is tested in a visual localization …