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

Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study von 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 …”
Volltext

Analysis of focus measure operators for shape-from-focus von 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 …”
Volltext

Discriminative Multimanifold Analysis for Face Recognition from a Single Training Sample per Person von Lu, Jiwen, Tan, Yap-Peng, Wang, Gang

“… Conventional appearance-based face recognition methods usually assume that there are multiple samples per person (MSPP …”
Volltext

Kernel Entropy Component Analysis von Jenssen, R.

“… We introduce kernel entropy component analysis (kernel ECA) as a new method for data transformation and dimensionality reduction …”
Volltext

ViBe: A Universal Background Subtraction Algorithm for Video Sequences von 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 …”
Volltext

A survey on still image based human action recognition von Guo, Guodong, Lai, Alice

“… Recently still image-based human action recognition has become an active research topic in computer vision and pattern recognition …”
Volltext

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition von 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 …”
Volltext

Maximum Correntropy Criterion for Robust Face Recognition von 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 …”
Volltext

Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution von Huang, Shih-Chia, Cheng, Fan-Chieh, Chiu, Yi-Sheng

“… Enhancement plays a significant role in digital image processing, computer vision, and pattern recognition …”
Volltext

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis von 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 …”
Volltext

Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary von 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 …”
Volltext

Nonlinear Camera Response Functions and Image Deblurring: Theoretical Analysis and Practice von 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 …”
Volltext

Distance Regularized Level Set Evolution and Its Application to Image Segmentation von 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 …”
Volltext

A signal processing approach for enhanced Acoustic Emission data analysis in high activity systems: Application to organic matrix composites von 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 …”
Volltext

Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control von 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 …”
Volltext

Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition von 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 …”
Volltext

A Two-Phase Test Sample Sparse Representation Method for Use With Face Recognition von Yong Xu, Zhang, D., Jian Yang, Jing-Yu Yang

“… In this paper, we propose a two-phase test sample representation method for face recognition …”
Volltext

A novel hybrid CNN–SVM classifier for recognizing handwritten digits von 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 …”
Volltext

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications von 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 …”
Volltext

Robust Tensor Analysis With L1-Norm von Pang, Yanwei, Li, Xuelong, Yuan, Yuan

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