Multi-modal bioelectrical signal fusion analysis based on different acquisition devices and scene settings: Overview, challenges, and novel orientation
J Li, Q Wang - Information Fusion, 2022 - Elsevier
Multi-modal fusion combines multiple modal information to overcome the limitation of
incomplete information expressed by a single modality, so as to realize the complementarity …
incomplete information expressed by a single modality, so as to realize the complementarity …
Image fusion based on pixel significance using cross bilateral filter
BK Shreyamsha Kumar - Signal, image and video processing, 2015 - Springer
Like bilateral filter (BF), cross bilateral filter (CBF) considers both gray-level similarities and
geometric closeness of the neighboring pixels without smoothing edges, but it uses one …
geometric closeness of the neighboring pixels without smoothing edges, but it uses one …
The fall of one, the rise of many: a survey on multi-biometric fusion methods
LM Dinca, GP Hancke - IEEE Access, 2017 - ieeexplore.ieee.org
Increasing operational and security demands changed biometrics by shifting the focus from
single to multi-biometrics. Multi-biometrics are mandatory in the current context of large …
single to multi-biometrics. Multi-biometrics are mandatory in the current context of large …
Multifocus and multispectral image fusion based on pixel significance using discrete cosine harmonic wavelet transform
BK Shreyamsha Kumar - Signal, Image and Video Processing, 2013 - Springer
The energy compaction and multiresolution properties of wavelets have made the image
fusion successful in combining important features such as edges and textures from source …
fusion successful in combining important features such as edges and textures from source …
A survey of decision fusion and feature fusion strategies for pattern classification
For any pattern classification task, an increase in data size, number of classes, dimension of
the feature space, and interclass separability affect the performance of any classifier. A …
the feature space, and interclass separability affect the performance of any classifier. A …
Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation
N Zhang, S Ruan, S Lebonvallet, Q Liao… - Computer Vision and …, 2011 - Elsevier
This paper presents a framework of a medical image analysis system for the brain tumor
segmentation and the brain tumor following-up over time using multi-spectral MRI images …
segmentation and the brain tumor following-up over time using multi-spectral MRI images …
F-measure curves: A tool to visualize classifier performance under imbalance
Learning from imbalanced data is a challenging problem in many real-world machine
learning applications due in part to the bias of performance in most classification systems …
learning applications due in part to the bias of performance in most classification systems …
Fast and accurate 3D face recognition: using registration to an intrinsic coordinate system and fusion of multiple region classifiers
L Spreeuwers - International journal of computer vision, 2011 - Springer
In this paper we present a new robust approach for 3D face registration to an intrinsic
coordinate system of the face. The intrinsic coordinate system is defined by the vertical …
coordinate system of the face. The intrinsic coordinate system is defined by the vertical …
A feature extraction method for use with bimodal biometrics
Bimodal biometrics has been found to outperform single biometrics and are usually
implemented using the matching score level or decision level fusion, though this fusion will …
implemented using the matching score level or decision level fusion, though this fusion will …
Fusion of MRI and CT images using guided image filter and image statistics
DP Bavirisetti, V Kollu, X Gang… - International journal of …, 2017 - Wiley Online Library
In medical imaging using different modalities such as MRI and CT, complementary
information of a targeted organ will be captured. All the necessary information from these …
information of a targeted organ will be captured. All the necessary information from these …