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Chapter and Conference Paper
Marginal Spectrum Modulated Hilbert-Huang Transform: Application to Time Courses Extracted by Independent Vector Analysis of Resting-State fMRI Data
Hilbert-Huang transform (HHT) can reveal abnormal activations impacted by mental disorders from regions of interest (ROIs) based functional magnetic resonance imaging (fMRI) data with high temporal and frequen...
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Chapter and Conference Paper
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks
Deep learning has contributed greatly to functional magnetic resonance imaging (fMRI) analysis, however, spatial maps derived from fMRI data by independent component analysis (ICA), as promising biomarkers, ha...
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Chapter and Conference Paper
A Deep Learning Approach to Detecting Changes in Buildings from Aerial Images
Detecting building changes via aerial images acquired at different times is important in the urban planning and geographic information updating. Deep learning solutions have high potential in improving detecti...
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Chapter and Conference Paper
Canonical Polyadic Decomposition with Constant Modulus Constraint: Application to Polarization Sensitive Array Processing
We consider the joint estimation of direction-of-arrival (DOA) and polarization of constant modulus (CM) signals based on a polarization sensitive array. We propose an algebraic algorithm for canonical polyadi...
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Chapter and Conference Paper
Comparison of Two Swarm Intelligence Algorithms: From the Viewpoint of Learning
It is always said that learning is at the core of intelligence. How does learning work in swarm intelligence algorithms (SIAs)? This paper tries to answer this question by analyzing the learning mechanisms in ...
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Chapter and Conference Paper
Fusion of Laser Point Clouds and Color Images with Post-calibration
Fusion of laser point clouds and color images has a great advantage in the photogrammetry, computer vision, and computer graphics communities. Most of existing methods estimate the projection matrix for mappin...
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Chapter and Conference Paper
Image Edge Detection for Stitching Aerial Images with Geometrical Rectification
Changes of the flight attitude of unmanned aircraft cause nonlinear distortion in the aerial images. Stitching these images without geometric rectification may cause the problem of mismatching. However, the ge...
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Chapter and Conference Paper
Emotion Recognition Based on Gramian Encoding Visualization
This paper addresses the problem that emotional computing is difficult to be put into real practical fields intuitively, such as medical disease diagnosis and so on, due to poor direct understanding of physiol...
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Chapter and Conference Paper
Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis
Emotion is a subjective, conscious experience when people face different kinds of stimuli. In this paper, we adopt Deep Canonical Correlation Analysis (DCCA) for high-level coordinated representation to make f...
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Chapter and Conference Paper
Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data
Functional network connectivity (FNC) and Granger causality have been widely used to identify functional and effective connectivity for resting functional magnetic resonance imaging (fMRI) data. However, the r...
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Chapter and Conference Paper
Rapid Triangle Matching Based on Binary Descriptors
Geometric constraints have been widely applied to image matching to gain additional advantages over feature points. A rapid triangle matching (RTM) algorithm was such an algorithm for matching triangles formed...
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Chapter and Conference Paper
A Novel F-Pad for Handwriting Force Information Acquisition
This paper presents a novel pad for handwriting force information acquisition. The pad named F-Pad (force-pad) is capable of capturing both the dynamic handwriting information and the static trajectory of the ...
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Chapter and Conference Paper
A Study of Application of Computer Assisted Instruction (CAI) in Wushu Teaching
CAI (Computer Assisted Instruction) is core content of education projects assisted by computer and the main technical form of modern information technology applied in education. As a new kind of modern teachin...
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Chapter and Conference Paper
PIMP-Filters of R 0-Algebras
The notion of positive implication MP-filters (briefly, PIMP- filters) in R 0-algebras is introduced. The characteristic properties and extension property of PIMP-filters are obtained. Finally, th...
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Chapter and Conference Paper
A Semi-blind Complex ICA Algorithm for Extracting a Desired Signal Based on Kurtosis Maximization
Semi-blind independent component analysis (ICA) incorporates some prior information into standard blind ICA, and thus solves some problems of blind ICA as well as provides improved performance. However, semi-b...
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Chapter and Conference Paper
A Fast Decryption Algorithm for BSS-Based Image Encryption
The image encryption based on blind source separation (BSS) takes advantage of the underdetermined BSS problem to encrypt multiple confidential images. Its security can be further improved if the number of ima...
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Chapter and Conference Paper
Speech Segregation Using Constrained ICA
In natural environment, speech often occurs concurrently with acoustic interference. How to effectively extract speech remains a great challenge. This paper describes a novel constrained Independent Component ...
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Chapter and Conference Paper
Formal Representation and Semantics of Modern Chinese Interrogative Sentences
In modern Chinese, interrogative sentences are transformed from indicative sentences. At first, this paper gives the classification of modern Chinese interrogative sentences and their transformation from indic...
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Chapter and Conference Paper
Analyzing V+Adj in Situation Semantics
Sentences with V+Adj format (VA-statements) have the same syntax structure, whereas their semantic structures are always different owing to the semantic pointer of the adjective of V+Adj. In this paper we sepa...