Výsledky vyhledávání - "PCA algorithm"

The Simplest Way of Presenting PCA Algorithm To Recognize Face Autor Singh, Sukhvinder, Sharma, Meenakshi, Rao, N Suresh

“…Here, in this paper, we have done the study of all the work and research done on the face recognition till date with PCA algorithm The face recognition is the key process for the security reasons…”
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Human face recognition system using modified PCA algorithm and ARM platform Autor Chin-Shu Chang, Teh-Lu Liao, Po-Yun Hsu, Kuo-Kuang Chen

“… In this paper, the human face is the main subject for authentication. Because the ARM system provides strong computation ability, various interfaces such as camera, mass storage, etc…”
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sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm Autor Zhu, Meng, Guan, Xiaorong, Li, Zhong, He, Long, Wang, Zheng, Cai, Keshu

“… This investigation involved ten subjects (five males and five females) with normal knee joints. The relevant…”
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Adaptive predictive principal components for modeling multivariate air pollution Autor Bose, Maitreyee, Larson, Timothy, Szpiro, Adam A.

“…) comprised of multiple chemical components, the predictive principal component analysis (PCA) algorithm derives a low…”
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Principal Component Analysis as a Tool for Analyzing Beat-to-Beat Changes in ECG Features: Application to ECG-Derived Respiration Autor Langley, Philip, Bowers, Emma J., Murray, Alan

“… Twenty subjects performed controlled breathing for 180 s at 4, 6, 8, 10, 12, and 14 breaths per minute and normal breathing…”
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Detection of autism spectrum disorder using graph representation learning algorithms and deep neural network, based on fMRI signals Autor Yousefian, Ali, Shayegh, Farzaneh, Maleki, Zeinab

“…, and phenotypical information of subjects. These methods can capture the whole structure of the brain, both local and global properties…”
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Serum Raman spectroscopy combined with multiple classification models for rapid diagnosis of breast cancer Autor Li, Hongtao, Wang, Shanshan, Zeng, Qinggang, Chen, Chen, Lv, Xiaoyi, Ma, Mingrui, Su, Haihua, Ma, Binlin, Chen, Cheng, Fang, Jingjing

“…•Four classification models were used to diagnose breast cancer patients and healthy subjects, with the highest accuracy rate of 100…”
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An efficient image descriptor for image classification and CBIR Autor Shakarami, Ashkan, Tarrah, Hadis

“…Pattern recognition and feature extraction of images always have been important subjects in improving the performance of image classification and Content-Based Image Retrieval (CBIR…”
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Automatic computation of regions of interest by robust principal component analysis. Application to automatic dementia diagnosis Autor Lozano, Francisco, Ortiz, Andrés, Munilla, Jorge, Peinado, Alberto, Initiative, for the Alzheimer’s Disease Neuroimaging

“… In this paper, we propose a method based on the robust principal component analysis (Robust PCA) algorithm that allows to automatically compute Regions Of Interest…”
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Artificial Intelligence-Based MRI in Diagnosis of Injury of Cranial Nerves of Premature Infant and Its Correlation with Inflammation of Placenta Autor Liao, Gui

“… The subjects were selected from 132 premature infants in the hospital. According to the pathological examination of placenta, 81 cases with chorioamnionitis were taken…”
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Real-time myoelectric control of a multi-fingered hand prosthesis using principal components analysis Autor Matrone, Giulia C, Cipriani, Christian, Carrozza, Maria Chiara, Magenes, Giovanni

“… employed reverted the PCA algorithm and allowed to drive a multi…”
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Angular Velocity Profiles of Upper Limb Joint Synergies in Reaching Movements: a pilot study Autor Zhang, Lin, Xiao, Bo W., Wu, Xiao Y., Chen, Lin, Wang, Yi L., Tang, Shang J., Frisoli, Antonio, Hou, Wen S.

“… During reaching movement, the motion data of five right upper limb joints were recorded, and the synergistic patterns were extracted by PCA algorithm…”
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Static Versus Dynamic Decoding Algorithms in a Non-Invasive Body-Machine Interface Autor Seanez-Gonzalez, Ismael, Pierella, Camilla, Farshchiansadegh, Ali, Thorp, Elias B., Abdollahi, Farnaz, Pedersen, Jessica P., Mussa-Ivaldi, Ferdinando A.

“… We compare the effectiveness of two decoding algorithms that transform a high-dimensional body-signal vector into a lower dimensional control vector on six subjects with high-level SCI and eight controls…”
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Chemometrics for pattern recognition Autor Brereton, Richard G

“…Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of…”
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Hand-Drawn Face Sketch Recognition by Humans and a PCA-Based Algorithm for Forensic Applications Autor Yong Zhang, McCullough, Christine, Sullins, John R, Ross, Christine R

“… A total of 250 sketches of 50 subjects were involved. All of the sketches were drawn manually by five artists…”
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A robust principal component analysis algorithm for EEG-based vigilance estimation Autor Shi, Li-Chen, Duan, Ruo-Nan, Lu, Bao-Liang

“… In this paper, a robust principal component analysis (PCA) algorithm is introduced to reduce the dimension of EEG features for vigilance estimation…”
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Femoropopliteal artery centerline interpolation using contralateral shape Autor Tran, David N., Fleischmann, Dominik, Rakshe, Tejas, Roos, Justus E., Rosenberg, Jarrett, Straka, Matus, Napel, Sandy

“… We obtained CT angiography data sets of 29 subjects (16m/13f, 19–86yo) without peripheral arterial occlusive disease and five consecutive subjects (1m/4f, 54–85yo…”
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Aligned texture map creation for pose invariant face recognition Autor Rama, Antonio, Tarrés, Francesc, Rurainsky, Jürgen

“…: Pose and illumination. Nevertheless, 3D data should be acquired under highly controlled conditions and in most cases depends on the collaboration of the subject to be recognized…”
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Classification of EEG signals for facial expression and motor execution with deep learning Autor Al-Anbary, Areej Hameed, Al-Qaraawi, Salih Mahdi

“…) brain-computer interfaces (BCI). The preprocessing stage for the EEG signals is performed by applying the principle component analysis (PCA…”
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A PROPOSED SIGN LANGUAGE MODEL FOR SPEECHLESS PERSONS USING EEG SIGNALS Autor Al-Anbary, Areej H., Al-Qaraawi ‎, Salih M.

“…  The preprocessing stage for the EEG signals was performed by applying the Principle Component Analysis (PCA…”
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