Search Results - Communication AND Control Engineering::Signal Processing::Pattern Recognition AND Analysis*

Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study by Borji, Ali, Sihite, D. N., Itti, L.

“…Visual attention is a process that enables biological and machine vision systems to select the most relevant regions from a scene. Relevance is determined by…”
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Analysis of focus measure operators for shape-from-focus by Pertuz, Said, Puig, Domenec, Garcia, Miguel Angel

“…Shape-from-focus (SFF) has widely been studied in computer vision as a passive depth recovery and 3D reconstruction method. One of the main stages in SFF is…”
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Discriminative Multimanifold Analysis for Face Recognition from a Single Training Sample per Person by Lu, Jiwen, Tan, Yap-Peng, Wang, Gang

“…Conventional appearance-based face recognition methods usually assume that there are multiple samples per person (MSPP…”
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Kernel Entropy Component Analysis by Jenssen, R.

“…We introduce kernel entropy component analysis (kernel ECA) as a new method for data transformation and dimensionality reduction…”
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ViBe: A Universal Background Subtraction Algorithm for Video Sequences by Barnich, O, Van Droogenbroeck, M

“…This paper presents a technique for motion detection that incorporates several innovative mechanisms. For example, our proposed technique stores, for each…”
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A survey on still image based human action recognition by Guo, Guodong, Lai, Alice

“…Recently still image-based human action recognition has become an active research topic in computer vision and pattern recognition…”
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Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition by Zhuolin Jiang, Zhe Lin, Davis, L. S.

“…A label consistent K-SVD (LC-KSVD) algorithm to learn a discriminative dictionary for sparse coding is presented. In addition to using class labels of training…”
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Maximum Correntropy Criterion for Robust Face Recognition by RAN HE, ZHENG, Wei-Shi, HU, Bao-Gang

“…In this paper, we present a sparse correntropy framework for computing robust sparse representations of face images for recognition…”
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Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution by Huang, Shih-Chia, Cheng, Fan-Chieh, Chiu, Yi-Sheng

“… Enhancement plays a significant role in digital image processing, computer vision, and pattern recognition…”
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Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis by Zhu, Xiaofeng, Huang, Zi, Tao Shen, Heng, Cheng, Jian, Xu, Changsheng

“… Second, in the new RKHS, Kernel CCA is further improved by performing Principal Component Analysis (PCA…”
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Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary by Deng, Weihong, Hu, Jiani, Guo, Jun

“…Sparse Representation-Based Classification (SRC) is a face recognition breakthrough in recent years which has successfully addressed the recognition problem with sufficient training images of each gallery subject…”
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Nonlinear Camera Response Functions and Image Deblurring: Theoretical Analysis and Practice by Yu-Wing Tai, Xiaogang Chen, Sunyeong Kim, Seon Joo Kim, Feng Li, Jie Yang, Jingyi Yu, Matsushita, Y., Brown, M. S.

“…This paper investigates the role that nonlinear camera response functions (CRFs) have on image deblurring. We present a comprehensive study to analyze the…”
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Distance Regularized Level Set Evolution and Its Application to Image Segmentation by Chunming Li, Chenyang Xu, Changfeng Gui, Fox, Martin D

“…Level set methods have been widely used in image processing and computer vision. In conventional level set formulations, the level set function typically…”
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A signal processing approach for enhanced Acoustic Emission data analysis in high activity systems: Application to organic matrix composites by Kharrat, M., Ramasso, E., Placet, V., Boubakar, M.L.

“… This work suggests an approach based on the Discrete Wavelet Transform (DWT) denoising applied on signal segments…”
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Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control by Hargrove, Levi J., Li, Guanglin, Englehart, Kevin B., Hudgins, Bernard S.

“…Information extracted from multiple channels of the surface myoelectric signal (MES) recording sites can be used as inputs to control systems for powered upper limb prostheses…”
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Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition by Yang, Jian, Chu, Delin, Zhang, Lei, Xu, Yong, Yang, Jingyu

“…A sparse representation-based classifier (SRC) is developed and shows great potential for real-world face recognition…”
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A Two-Phase Test Sample Sparse Representation Method for Use With Face Recognition by Yong Xu, Zhang, D., Jian Yang, Jing-Yu Yang

“…In this paper, we propose a two-phase test sample representation method for face recognition…”
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A novel hybrid CNN–SVM classifier for recognizing handwritten digits by Niu, Xiao-Xiao, Suen, Ching Y.

“…: Convolutional Neural Network (CNN) and Support Vector Machine (SVM), which have proven results in recognizing different types of patterns…”
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Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications by Shenghua Gao, Tsang, Ivor Wai-Hung, Liang-Tien Chia

“…Sparse coding exhibits good performance in many computer vision applications. However, due to the overcomplete codebook and the independent coding process, the…”
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Robust Tensor Analysis With L1-Norm by Pang, Yanwei, Li, Xuelong, Yuan, Yuan

“…Tensor analysis plays an important role in modern image and vision computing problems…”
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